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1. Publisher Correction: Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability (Nature Communications, (2021), 12, 1, (24), 10.1038/s41467-020-19366-9)

Author: Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J.L. (Josine L.), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A.J. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), Geus, E.J.C. (Eco) de, Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), Duijn, C.M. (Cornelia) van, Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Matullo, G., Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth J. F.), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P. (Patricia), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Barroso, I.E. (Inês), Morris, A.P. (Andrew), Prokopenko, I. (Inga), Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J.L. (Josine L.), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A.J. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), Geus, E.J.C. (Eco) de, Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), Duijn, C.M. (Cornelia) van, Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Matullo, G., Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth J. F.), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P. (Patricia), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Barroso, I.E. (Inês), Morris, A.P. (Andrew), and Prokopenko, I. (Inga)
Abstract: The original version of this Article contained an error in Fig. 2, in which panels a and b were inadvertently swapped. This has now been corrected in the PDF and HTML versions of the Article.
Published: 2021
Full Text: View/download PDF

2. Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability

Author: Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J. (Josine), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah H.), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), de Geus, E.J.C.N. (Eco J. C. N.), Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard O.), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), van Duijn, C.M. (Cornelia M.), Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy L.), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Navis, G. (Gerjan), Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P.B. (Patricia B.), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Dupuis, J. (Josée), Barroso, I.E. (Inês), Morris, A.P. (Andrew P.), Prokopenko, I. (Inga), Lagou, V. (Vasiliki), Mägi, R. (Reedik), Hottenga, J.J. (Jouke Jan), Grallert, H. (Harald), Perry, J.R.B. (John R. B.), Bouatia-Naji, N. (Nabila), Marullo, L. (Letizia), Rybin, D. (Denis), Jansen, R. (Rick), Min, J. (Josine), Dimas, A.S. (Antigone), Ulrich, A. (Anna), Zudina, L. (Liudmila), Gådin, J.R. (Jesper R.), Jiang, L. (Longda), Faggian, A. (Alessia), Bonnefond, A. (Amélie), Fadista, J. (João), Stathopoulou, M.G. (Maria G), Isaacs, A. (Aaron), Willems, S.M. (Sara), Navarro, P. (Pau), Tanaka, T. (Toshiko), Jackson, A.U. (Anne U.), Montasser, M.E. (May E.), O’Connell, J.R. (Jeff R.), Bielak, L.F. (Lawrence F.), Webster, R.J. (Rebecca J.), Meitinger, T. (Thomas), Stafford, M., Pourcain, B.S. (Beate St), Timpson, N.J. (Nicholas J.), Salo, P. (Perttu), Shin, S.-Y., Amin, N. (Najaf), Smith, A.V. (Albert), Li, G. (Guo), Verweij, N. (Niek), Goel, A. (Anuj), Ford, I. (Ian), Johnson, P.C.D. (Paul C. D.), Johnson, T. (Toby), Kapur, K. (Karen), Thorleifsson, G. (Gudmar), Strawbridge, R.J. (Rona), Rasmussen-Torvik, L.J. (Laura), Esko, T. (Tõnu), Mihailov, E. (Evelin), Fall, T. (Tove), Fraser, R.M. (Ross), Mahajan, A. (Anubha), Kanoni, S. (Stavroula), Giedraitis, V. (Vilmantas), Kleber, M.E. (Marcus E.), Silbernagel, G. (Günther), Meyer, J. (Julia), Müller-Nurasyid, M. (Martina), Ganna, A. (Andrea), Sarin, A.-P., Yengo, L. (Loic), Shungin, D. (Dmitry), Luan, J. (Jian’an), Horikoshi, M. (Momoko), An, P. (Ping), Sanna, S. (Serena), Boettcher, Y. (Yvonne), Rayner, N.W. (Nigel William), Nolte, I.M. (Ilja), Zemunik, T. (Tatijana), Iperen, E. (Erik van), Kovacs, P. (Peter), Hastie, N. (Nick), Wild, S.H. (Sarah H.), McLachlan, S. (Stela), Campbell, S. (Susan), Polasek, O. (Ozren), Carlson, O.D. (Olga), Egan, J. (Josephine), Kieß, W. (Wieland), Willemsen, G. (Gonneke), Kuusisto, J. (Johanna), Laakso, M. (Markku), Dimitriou, M. (Maria), Hicks, A.A. (Andrew A.), Rauramaa, R. (Rainer), Bandinelli, S. (Stefania), Thorand, B. (Barbara), Liu, Y. (Yongmei), Miljkovic, I. (Iva), Kao, W.H.L. (Wen), Doney, A.S.F. (Alex), Perola, M. (Markus), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Bennett, A.J. (Amanda J.), Groves, C.J. (Christopher J.), Herder, C. (Christian), Koistinen, H.A. (Heikki A.), Kinnunen, L. (Leena), Faire, U.D. (Ulf), Bakker, S.J.L. (Stephan), Uusitupa, M. (Matti), Palmer, C.N.A. (Colin N. A.), Jukema, J.W. (Jan Wouter), Sattar, N. (Naveed), Pouta, A. (Anneli), Snieder, H. (Harold), Boerwinkle, E.A. (Eric), Palmer, C.N.A. (Colin), Magnusson, P.K. (Patrik), Krus, U. (Ulrika), Scapoli, C. (Chiara), de Geus, E.J.C.N. (Eco J. C. N.), Blüher, M. (Matthias), Wolffenbuttel, B.H.R. (Bruce), Province, M.A. (Michael A.), Abecasis, G.R. (Goncalo R.), Meigs, J.B. (James B.), Hovingh, G.K. (G. Kees), Lindström, J. (Jaana), Wilson, J.F. (James F.), Wright, A.F. (Alan F.), Dedoussis, G.V. (George), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Tönjes, A. (Anke), Winkelmann, B., Boehm, B.O. (Bernhard O.), März, W. (Winfried), Metspalu, A. (Andres), Price, J.F. (Jackie F.), Deloukas, P. (Panos), Körner, A. (Antje), Lakka, T.A. (Timo), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Bergman, R.N. (Richard N.), Tuomilehto, J. (Jaakko), Wareham, N.J. (Nick), Langenberg, C. (Claudia), Männistö, S. (Satu), Franks, P.W. (Paul W.), Hayward, C. (Caroline), Vitart, V. (Veronique), Kaprio, J. (Jaakko), Visvikis-Siest, S. (Sophie), Balkau, B. (Beverley), Altshuler, D. (David), Rudan, I. (Igor), Stumvoll, M. (Michael), Campbell, H. (Harry), van Duijn, C.M. (Cornelia M.), Gieger, C. (Christian), Illig, T. (Thomas), Ferrucci, L. (Luigi), Pedersen, N.L. (Nancy L.), Pramstaller, P.P. (Peter Paul), Boehnke, M. (Michael), Frayling, T.M. (Timothy M.), Shuldiner, A.R. (Alan R.), Peyser, P.A. (Patricia A.), Kardia, S.L.R. (Sharon L. R.), Palmer, L.J. (Lyle J.), Penninx, B.W.J.H. (Brenda), Meneton, P. (Pierre), Harris, T.B. (Tamara), Navis, G. (Gerjan), Harst, P. (Pim van der), Smith, G.D. (George Davey), Forouhi, N.G. (Nita), Loos, R.J.F. (Ruth), Salomaa, V. (Veikko), Soranzo, N. (Nicole), Boomsma, D.I. (Dorret I.), Groop, L. (Leif), Tuomi, T. (Tiinamaija), Hofman, A. (Albert), Munroe, P.B. (Patricia B.), Gudnason, V. (Vilmundur), Siscovick, D.S. (David), Watkins, H. (Hugh), Lecoeur, C. (Cécile), Vollenweider, P. (Peter), Franco-Cereceda, A. (Anders), Eriksson, P. (Per), Jarvelin, M.-R. (Marjo-Riitta), Zwart, J-A. (John-Anker), Hamsten, A. (Anders), Nicholson, G. (George), Karpe, F. (Fredrik), Frants, R.R. (Rune), Lindgren, C.M. (Cecilia M.), McCarthy, M.I. (Mark I.), Froguel, P. (Philippe), Kaakinen, M.A. (Marika A.), Lyssenko, V. (Valeriya), Watanabe, R.M. (Richard), Ingelsson, E. (Erik), Sijbrands, E.J.G. (Eric), Dupuis, J. (Josée), Barroso, I.E. (Inês), Morris, A.P. (Andrew P.), and Prokopenko, I. (Inga)
Abstract: Differences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes.
Published: 2021
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3. Genome-wide association and Mendelian randomisation analysis provide insights into the pathogenesis of heart failure

Author: Shah, S. (Sonia), Henry, A. (Albert), Roselli, C. (Carolina), Lin, H. (Honghuang), Sveinbjörnsson, G. (Garðar), Fatemifar, G. (Ghazaleh), Hedman, A.K. (Asa), Wilk, J.B. (Jemma), Morley, M.P. (Michael P.), Chaffin, M.D. (Mark D.), Helgadottir, H.T. (Hafdis), Verweij, N. (Niek), Dehghan, A. (Abbas), Almgren, P. (Peter), Andersson, C. (Charlotte), Aragam, K.G. (Krishna G.), Ärnlöv, J. (Johan), Backman, J.D. (Joshua D.), Biggs, M.L. (Mary L.), Bloom, H.L. (Heather L.), Brandimarto, J. (Jeffrey), Brown, M.R. (Michael R.), Buckbinder, L. (Leonard), Carey, D.J. (David J.), Chasman, D.I. (Daniel I.), Chen, X. (Xing), Chen, X. (Xu), Chung, J. (Jonathan), Chutkow, W. (William), Cook, J.P. (James P.), Delgado, G., Denaxas, S. (Spiros), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Dudley, S.C. (Samuel C.), Dunn, M.E. (Michael E.), Engström, G., Esko, T. (Tõnu), Felix, S.B. (Stephan B.), Finan, C. (Chris), Ford, I. (Ian), Ghanbari, M. (Mohsen), Ghasemi, S. (Sahar), Giedraitis, V. (Vilmantas), Giulianini, F. (Franco), Gottdiener, J.S. (John), Gross, S. (Stefan), Guðbjartsson, D.F. (Daníel F.), Gutmann, R. (Rebecca), Haggerty, C.M. (Christopher M.), Harst, P. (Pim) van der, Hyde, C.L. (Craig L.), Ingelsson, E. (Erik), Jukema, J.W. (Jan Wouter), Kavousi, M. (Maryam), Khaw, K.-T. (Kay-Tee), Kleber, M.E. (Marcus), Køber, L. (Lars), Koekemoer, A. (Andrea), Langenberg, C. (Claudia), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), London, B. (Barry), Lotta, L.A. (Luca A.), Lovering, R.C. (Ruth C.), Luan, J., Magnusson, P.K. (Patrik), Mahajan, A. (Anubha), Margulies, K.B. (Kenneth B.), Ye, S. (Shu), Melander, O. (Olle), Mordi, I.R. (Ify R.), Morgan, T. (Thomas), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Morrison, A.C. (Alanna C.), Nagle, M.W. (Michael W.), Nelson, C.P. (Christopher P.), Niessner, A. (Alexander), Niiranen, T. (Teemu), O’Donoghue, M.L. (Michelle L.), Owens, A.T. (Anjali T.), Palmer, C.N.A. (Colin N. A.), Parry, H.M. (Helen M.), Perola, M. (Markus), Portilla-Fernandez, E. (Eliana), Psaty, B.M. (Bruce M.), Abecasis, G. (Goncalo), Backman, J. (Joshua), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Banerjee, N. (Nilanjana), Baras, A. (Aris), Barnard, L. (Leland), Beechert, C. (Christina), Blumenfeld, A. (Andrew), Cantor, M. (Michael), Chai, Y. (Yating), Coppola, G. (Giovanni), Damask, A. (Amy), Dewey, F. (Frederick), Economides, A. (Aris), Eom, G. (Gisu), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Gurski, L. (Lauren), Guzzardo, P.M. (Paloma M.), Habegger, L. (Lukas), Hahn, Y. (Young), Hawes, A. (Alicia), van Hout, C. (Cristopher), Jones, M.B. (Marcus B.), Khalid, S. (Shareef), Lattari, M. (Michael), Li, A. (Alexander), Lin, N. (Nan), Liu, D. (Daren), Lopez, A. (Alexander), Manoochehri, K. (Kia), Marchini, J. (Jonathan), Marcketta, A. (Anthony), Maxwell, E.K. (Evan K.), McCarthy, S. (Shane), Mitnaul, L.J. (Lyndon), O’Dushlaine, C. (Colm), Overton, J.D. (John D.), Padilla, M.S. (Maria Sotiropoulos), Paulding, C. (Charles), Penn, J. (John), Pradhan, M. (Manasi), Reid, J.G. (Jeffrey G.), Schleicher, T.D. (Thomas D.), Schurmann, C. (Claudia), Shuldiner, A. (Alan), Staples, J.C. (Jeffrey C.), Sun, D. (Dylan), Toledo, K. (Karina), Ulloa, R.H. (Ricardo H.), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Yadav, A. (Ashish), Ye, B. (Bin), Rice, K.M. (Kenneth), Ridker, P.M. (Paul M.), Romaine, S.P.R. (Simon P. R.), Rotter, J.I. (Jerome I.), Salo, P. (Perttu), Salomaa, V. (Veikko), Setten, J. (Jessica) van, Shalaby, A.A. (Alaa A.), Smelser, D.T. (Diane T.), Smith, N.L. (Nicholas L.), Stender, S. (Steen), Stott, D.J. (David. J.), Svensson, P. (Per), Tammesoo, M.L., Taylor, K.D. (Kent D.), Teder-Laving, M. (Maris), Teumer, A. (Alexander), Thorgeirsson, G. (Guðmundur), Thorsteinsdottir, U. (Unnur), Torp-Pedersen, C. (Christian Tobias), Trompet, S. (Stella), Tyl, B. (Benoit), Uitterlinden, A.G. (Andre G.), Veluchamy, A. (Abirami), Völker, U. (Uwe), Voors, A.A. (Adriaan A.), Wang, X. (Xiaosong), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weeke, P.E. (Peter E.), Weiss, R. (Ram), Wiggins, K.L. (Kerri L.), Xing, H. (Heming), Yerges-Armstrong, L.M. (Laura), Yu, B. (Bing), Zannad, F. (Faiez), Zhao, J.H. (Jing Hua), Hemingway, H., Samani, N.J. (Nilesh J.), McMurray, J.J.V. (John J. V.), Yang, J. (Jian), Visscher, P.M. (Peter M.), Newton-Cheh, C. (Christopher), Mälarstig, A. (Anders), Holm, H. (Hilma), Lubitz, S.A. (Steven), Sattar, N. (Naveed), Holmes, M.V. (Michael), Cappola, T.P. (Thomas P.), Asselbergs, F.W. (Folkert), Hingorani, A. (Aroon), Kuchenbaecker, K.B. (Karoline), Ellinor, P.T. (Patrick), Lang, C.C. (Chim C.), Stefansson, K. (Kari), Smith, J.G. (J Gustav), Vasan, R.S. (Ramachandran Srini), Swerdlow, D.I. (Daniel), Lumbers, R.T. (R. Thomas), Shah, S. (Sonia), Henry, A. (Albert), Roselli, C. (Carolina), Lin, H. (Honghuang), Sveinbjörnsson, G. (Garðar), Fatemifar, G. (Ghazaleh), Hedman, A.K. (Asa), Wilk, J.B. (Jemma), Morley, M.P. (Michael P.), Chaffin, M.D. (Mark D.), Helgadottir, H.T. (Hafdis), Verweij, N. (Niek), Dehghan, A. (Abbas), Almgren, P. (Peter), Andersson, C. (Charlotte), Aragam, K.G. (Krishna G.), Ärnlöv, J. (Johan), Backman, J.D. (Joshua D.), Biggs, M.L. (Mary L.), Bloom, H.L. (Heather L.), Brandimarto, J. (Jeffrey), Brown, M.R. (Michael R.), Buckbinder, L. (Leonard), Carey, D.J. (David J.), Chasman, D.I. (Daniel I.), Chen, X. (Xing), Chen, X. (Xu), Chung, J. (Jonathan), Chutkow, W. (William), Cook, J.P. (James P.), Delgado, G., Denaxas, S. (Spiros), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Dudley, S.C. (Samuel C.), Dunn, M.E. (Michael E.), Engström, G., Esko, T. (Tõnu), Felix, S.B. (Stephan B.), Finan, C. (Chris), Ford, I. (Ian), Ghanbari, M. (Mohsen), Ghasemi, S. (Sahar), Giedraitis, V. (Vilmantas), Giulianini, F. (Franco), Gottdiener, J.S. (John), Gross, S. (Stefan), Guðbjartsson, D.F. (Daníel F.), Gutmann, R. (Rebecca), Haggerty, C.M. (Christopher M.), Harst, P. (Pim) van der, Hyde, C.L. (Craig L.), Ingelsson, E. (Erik), Jukema, J.W. (Jan Wouter), Kavousi, M. (Maryam), Khaw, K.-T. (Kay-Tee), Kleber, M.E. (Marcus), Køber, L. (Lars), Koekemoer, A. (Andrea), Langenberg, C. (Claudia), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), London, B. (Barry), Lotta, L.A. (Luca A.), Lovering, R.C. (Ruth C.), Luan, J., Magnusson, P.K. (Patrik), Mahajan, A. (Anubha), Margulies, K.B. (Kenneth B.), Ye, S. (Shu), Melander, O. (Olle), Mordi, I.R. (Ify R.), Morgan, T. (Thomas), Morris, A.D. (Andrew D.), Morris, A.P. (Andrew), Morrison, A.C. (Alanna C.), Nagle, M.W. (Michael W.), Nelson, C.P. (Christopher P.), Niessner, A. (Alexander), Niiranen, T. (Teemu), O’Donoghue, M.L. (Michelle L.), Owens, A.T. (Anjali T.), Palmer, C.N.A. (Colin N. A.), Parry, H.M. (Helen M.), Perola, M. (Markus), Portilla-Fernandez, E. (Eliana), Psaty, B.M. (Bruce M.), Abecasis, G. (Goncalo), Backman, J. (Joshua), Bai, X. (Xiaodong), Balasubramanian, S. (Suganthi), Banerjee, N. (Nilanjana), Baras, A. (Aris), Barnard, L. (Leland), Beechert, C. (Christina), Blumenfeld, A. (Andrew), Cantor, M. (Michael), Chai, Y. (Yating), Coppola, G. (Giovanni), Damask, A. (Amy), Dewey, F. (Frederick), Economides, A. (Aris), Eom, G. (Gisu), Forsythe, C. (Caitlin), Fuller, E.D. (Erin D.), Gu, Z. (Zhenhua), Gurski, L. (Lauren), Guzzardo, P.M. (Paloma M.), Habegger, L. (Lukas), Hahn, Y. (Young), Hawes, A. (Alicia), van Hout, C. (Cristopher), Jones, M.B. (Marcus B.), Khalid, S. (Shareef), Lattari, M. (Michael), Li, A. (Alexander), Lin, N. (Nan), Liu, D. (Daren), Lopez, A. (Alexander), Manoochehri, K. (Kia), Marchini, J. (Jonathan), Marcketta, A. (Anthony), Maxwell, E.K. (Evan K.), McCarthy, S. (Shane), Mitnaul, L.J. (Lyndon), O’Dushlaine, C. (Colm), Overton, J.D. (John D.), Padilla, M.S. (Maria Sotiropoulos), Paulding, C. (Charles), Penn, J. (John), Pradhan, M. (Manasi), Reid, J.G. (Jeffrey G.), Schleicher, T.D. (Thomas D.), Schurmann, C. (Claudia), Shuldiner, A. (Alan), Staples, J.C. (Jeffrey C.), Sun, D. (Dylan), Toledo, K. (Karina), Ulloa, R.H. (Ricardo H.), Widom, L. (Louis), Wolf, S.E. (Sarah E.), Yadav, A. (Ashish), Ye, B. (Bin), Rice, K.M. (Kenneth), Ridker, P.M. (Paul M.), Romaine, S.P.R. (Simon P. R.), Rotter, J.I. (Jerome I.), Salo, P. (Perttu), Salomaa, V. (Veikko), Setten, J. (Jessica) van, Shalaby, A.A. (Alaa A.), Smelser, D.T. (Diane T.), Smith, N.L. (Nicholas L.), Stender, S. (Steen), Stott, D.J. (David. J.), Svensson, P. (Per), Tammesoo, M.L., Taylor, K.D. (Kent D.), Teder-Laving, M. (Maris), Teumer, A. (Alexander), Thorgeirsson, G. (Guðmundur), Thorsteinsdottir, U. (Unnur), Torp-Pedersen, C. (Christian Tobias), Trompet, S. (Stella), Tyl, B. (Benoit), Uitterlinden, A.G. (Andre G.), Veluchamy, A. (Abirami), Völker, U. (Uwe), Voors, A.A. (Adriaan A.), Wang, X. (Xiaosong), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weeke, P.E. (Peter E.), Weiss, R. (Ram), Wiggins, K.L. (Kerri L.), Xing, H. (Heming), Yerges-Armstrong, L.M. (Laura), Yu, B. (Bing), Zannad, F. (Faiez), Zhao, J.H. (Jing Hua), Hemingway, H., Samani, N.J. (Nilesh J.), McMurray, J.J.V. (John J. V.), Yang, J. (Jian), Visscher, P.M. (Peter M.), Newton-Cheh, C. (Christopher), Mälarstig, A. (Anders), Holm, H. (Hilma), Lubitz, S.A. (Steven), Sattar, N. (Naveed), Holmes, M.V. (Michael), Cappola, T.P. (Thomas P.), Asselbergs, F.W. (Folkert), Hingorani, A. (Aroon), Kuchenbaecker, K.B. (Karoline), Ellinor, P.T. (Patrick), Lang, C.C. (Chim C.), Stefansson, K. (Kari), Smith, J.G. (J Gustav), Vasan, R.S. (Ramachandran Srini), Swerdlow, D.I. (Daniel), and Lumbers, R.T. (R. Thomas)
Abstract: Heart failure (HF) is a leading cause of morbidity and mortality worldwide. A small proportion of HF cases are attributable to monogenic cardiomyopathies and existing genome-wide association studies (GWAS) have yielded only limited insights, leaving the observed heritability of HF largely unexplained. We report results from a GWAS meta-analysis of HF comprising 47,309 cases and 930,014 controls. Twelve independent variants at 11 genomic loci are associated with HF, all of which demonstrate one or more associations with coronary artery disease (CAD), atrial fibrillation, or reduced left ventricular function, suggesting shared genetic aetiology. Functional analysis of non-CAD-associated loci implicate genes involved in cardiac development (MYOZ1, SYNPO2L), protein homoeostasis (BAG3), and cellular senescence (CDKN1A). Mendelian randomisation analysis supports causal roles for several HF risk factors, and demonstrates CAD-independent effects for atrial fibrillation, body mass index, and hypertension. These findings extend our knowledge of the pathways underlying HF and may inform new therapeutic strategies.
Published: 2020
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4. Pharmacogenomics of statin-related myopathy: Meta-analysis of rare variants from whole-exome sequencing

Author: Floyd, J.S. (James S.), Bloch, K.M. (Katarzyna M.), Brody, J.A. (Jennifer A.), Maroteau, C. (Cyrielle), Siddiqui, M.K. (Moneeza K.), Gregory, R. (Richard), Carr, D.F. (Daniel F.), Molokhia, M. (Mariam), Liu, X. (Xiaoming), Bis, J.C. (Joshua), Ahmed, A. (Ammar), Liu, X. (Xuan), Hallberg, P. (Pär), Yue, Q. (Qunying), Magnusson, P.K. (Patrik), Brisson, D. (Diane), Wiggins, K.L. (Kerri L.), Morrison, A.C. (Alanna C.), Khoury, E. (Etienne), Mckeigue, P.M. (Paul), Stricker, B.H.Ch. (Bruno), Lapeyre-Mestre, M. (Maryse), Heckbert, S.R. (Susan), Gallagher, A.M. (Arlene M.), Chinoy, H. (Hector), Gibbs, R.A. (Richard), Bondon-Guitton, E. (Emmanuelle), Tracy, R.P. (Russell), Boerwinkle, E.A. (Eric), Gaudet, D. (Daniel), Conforti, A. (Anita), Staa, T.P. (Tjeerd) van, Sitlani, C.M. (Colleen M.), Rice, K.M. (Kenneth M.), Maitland-van der Zee, A-H. (Anke-Hilse), Wadelius, M. (Mia), Morris, A.P. (Andrew), Pirmohamed, M. (Munir), Palmer, C.A.N. (Colin A N), Psaty, B.M. (Bruce M.), Alfirevic, A. (Ana), Floyd, J.S. (James S.), Bloch, K.M. (Katarzyna M.), Brody, J.A. (Jennifer A.), Maroteau, C. (Cyrielle), Siddiqui, M.K. (Moneeza K.), Gregory, R. (Richard), Carr, D.F. (Daniel F.), Molokhia, M. (Mariam), Liu, X. (Xiaoming), Bis, J.C. (Joshua), Ahmed, A. (Ammar), Liu, X. (Xuan), Hallberg, P. (Pär), Yue, Q. (Qunying), Magnusson, P.K. (Patrik), Brisson, D. (Diane), Wiggins, K.L. (Kerri L.), Morrison, A.C. (Alanna C.), Khoury, E. (Etienne), Mckeigue, P.M. (Paul), Stricker, B.H.Ch. (Bruno), Lapeyre-Mestre, M. (Maryse), Heckbert, S.R. (Susan), Gallagher, A.M. (Arlene M.), Chinoy, H. (Hector), Gibbs, R.A. (Richard), Bondon-Guitton, E. (Emmanuelle), Tracy, R.P. (Russell), Boerwinkle, E.A. (Eric), Gaudet, D. (Daniel), Conforti, A. (Anita), Staa, T.P. (Tjeerd) van, Sitlani, C.M. (Colleen M.), Rice, K.M. (Kenneth M.), Maitland-van der Zee, A-H. (Anke-Hilse), Wadelius, M. (Mia), Morris, A.P. (Andrew), Pirmohamed, M. (Munir), Palmer, C.A.N. (Colin A N), Psaty, B.M. (Bruce M.), and Alfirevic, A. (Ana)
Abstract: AIMS: Statin-related myopathy (SRM), which includes rhabdomyolysis, is an uncommon but important adverse drug reaction because the number of people prescribed statins world-wide is large. Previous association studies of common genetic variants have had limited success in identifying a genetic basis for this adverse drug reaction. We conducted a multi-site whole-exome sequencing study to investigate whether rare coding variants confer an increased risk of SRM. METHODS AND RESULTS: SRM 3-5 cases (N = 505) and statin treatment-tolerant controls (N = 2047) were recruited from multiple sites in North America and Europe. SRM 3-5 was defined as symptoms consistent with muscle injury and an elevated creatine phosphokinase level >4 times upper limit of normal without another likely cause of muscle injury. Whole-exome sequencing and variant calling was coordinated from two analysis centres, and results of single-variant and gene-based burden tests were meta-analysed. No genome-wide significant associations were identified. Given the large number of cases, we had 80% power to identify a variant with minor allele frequency of 0.01 that increases the risk of SRM 6-fold at genome-wide significance. CONCLUSIONS: In this large whole-exome sequencing study of severe statin-related muscle injury conducted to date, we did not find evidence that rare coding variants are responsible for this adverse drug reaction. Larger sample sizes would be required to identify rare variants with small effects, but it is unclear whether such findings would be clinically actionable.
Published: 2019
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5. Pharmacogenomics of statin-related myopathy: Meta-analysis of rare variants from whole-exome sequencing

Author: Floyd, J.S. (James S.), Bloch, K.M. (Katarzyna M.), Brody, J.A. (Jennifer A.), Maroteau, C. (Cyrielle), Siddiqui, M.K. (Moneeza K.), Gregory, R. (Richard), Carr, D.F. (Daniel F.), Molokhia, M. (Mariam), Liu, X. (Xiaoming), Bis, J.C. (Joshua), Ahmed, A. (Ammar), Liu, X. (Xuan), Hallberg, P. (Pär), Yue, Q. (Qunying), Magnusson, P.K. (Patrik), Brisson, D. (Diane), Wiggins, K.L. (Kerri L.), Morrison, A.C. (Alanna C.), Khoury, E. (Etienne), Mckeigue, P.M. (Paul), Stricker, B.H.Ch. (Bruno), Lapeyre-Mestre, M. (Maryse), Heckbert, S.R. (Susan), Gallagher, A.M. (Arlene M.), Chinoy, H. (Hector), Gibbs, R.A. (Richard), Bondon-Guitton, E. (Emmanuelle), Tracy, R.P. (Russell), Boerwinkle, E.A. (Eric), Gaudet, D. (Daniel), Conforti, A. (Anita), Staa, T.P. (Tjeerd) van, Sitlani, C.M. (Colleen M.), Rice, K.M. (Kenneth M.), Maitland-van der Zee, A-H. (Anke-Hilse), Wadelius, M. (Mia), Morris, A.P. (Andrew), Pirmohamed, M. (Munir), Palmer, C.A.N. (Colin A N), Psaty, B.M. (Bruce M.), Alfirevic, A. (Ana), Floyd, J.S. (James S.), Bloch, K.M. (Katarzyna M.), Brody, J.A. (Jennifer A.), Maroteau, C. (Cyrielle), Siddiqui, M.K. (Moneeza K.), Gregory, R. (Richard), Carr, D.F. (Daniel F.), Molokhia, M. (Mariam), Liu, X. (Xiaoming), Bis, J.C. (Joshua), Ahmed, A. (Ammar), Liu, X. (Xuan), Hallberg, P. (Pär), Yue, Q. (Qunying), Magnusson, P.K. (Patrik), Brisson, D. (Diane), Wiggins, K.L. (Kerri L.), Morrison, A.C. (Alanna C.), Khoury, E. (Etienne), Mckeigue, P.M. (Paul), Stricker, B.H.Ch. (Bruno), Lapeyre-Mestre, M. (Maryse), Heckbert, S.R. (Susan), Gallagher, A.M. (Arlene M.), Chinoy, H. (Hector), Gibbs, R.A. (Richard), Bondon-Guitton, E. (Emmanuelle), Tracy, R.P. (Russell), Boerwinkle, E.A. (Eric), Gaudet, D. (Daniel), Conforti, A. (Anita), Staa, T.P. (Tjeerd) van, Sitlani, C.M. (Colleen M.), Rice, K.M. (Kenneth M.), Maitland-van der Zee, A-H. (Anke-Hilse), Wadelius, M. (Mia), Morris, A.P. (Andrew), Pirmohamed, M. (Munir), Palmer, C.A.N. (Colin A N), Psaty, B.M. (Bruce M.), and Alfirevic, A. (Ana)
Abstract: AIMS: Statin-related myopathy (SRM), which includes rhabdomyolysis, is an uncommon but important adverse drug reaction because the number of people prescribed statins world-wide is large. Previous association studies of common genetic variants have had limited success in identifying a genetic basis for this adverse drug reaction. We conducted a multi-site whole-exome sequencing study to investigate whether rare coding variants confer an increased risk of SRM. METHODS AND RESULTS: SRM 3-5 cases (N = 505) and statin treatment-tolerant controls (N = 2047) were recruited from multiple sites in North America and Europe. SRM 3-5 was defined as symptoms consistent with muscle injury and an elevated creatine phosphokinase level >4 times upper limit of normal without another likely cause of muscle injury. Whole-exome sequencing and variant calling was coordinated from two analysis centres, and results of single-variant and gene-based burden tests were meta-analysed. No genome-wide significant associations were identified. Given the large number of cases, we had 80% power to identify a variant with minor allele frequency of 0.01 that increases the risk of SRM 6-fold at genome-wide significance. CONCLUSIONS: In this large whole-exome sequencing study of severe statin-related muscle injury conducted to date, we did not find evidence that rare coding variants are responsible for this adverse drug reaction. Larger sample sizes would be required to identify rare variants with small effects, but it is unclear whether such findings would be clinically actionable.
Published: 2019
Full Text: View/download PDF

6. Associations of autozygosity with a broad range of human phenotypes

Author: Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. (Robyn E), Yanek, L.R. (Lisa), Yao, J. (Jie), Yousri, N.A. (Noha A), Zhao, W. (Wei), Adeyemo, A.A. (Adebowale A), Afaq, S. (Saima), Aguilar-Salinas, C.A. (Carlos Alberto), Akiyama, M. (Masato), Albert, M.L. (Matthew L), Allison, M.A. (Matthew A), Alver, M. (Maris), Aung, T. (Tin), Azizi, J. (Joshan), Bentley, A.R. (Amy), Boeing, H. (Heiner), Boerwinkle, E.A. (Eric), Borja, J.B. (Judith B), Borst, G.J. (Gert) de, Bottinger, E.P. (Erwin), Broer, L. (Linda), Campbell, H. (Harry), Chanock, S.J. (Stephen), Chee, M.-L. (Miao-Li), Chen, G. (Guanjie), Chen, Y.-D.I. (Yii-Der I), Chen, Z. (Zhengming), Chiu, Y.-F. (Yen-Feng), Cocca, M. (Massimiliano), Collins, F.S. (Francis), Concas, M.P. (Maria Pina), Corley, J. (Janie), Cugliari, G. (Giovanni), Dam, R.M. (Rob) van, Damulina, A. (Anna), Daneshpour, M.S. (Maryam S), Day, F.R. (Felix), Delgado, G., Dhana, K. (Klodian), Doney, A.S.F. (Alex), Dörr, M. (Marcus), Doumatey, A. (Ayo), Dzimiri, N. (Nduna), Ebenesersdóttir, S.S. (S Sunna), Elliott, J. (Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. (Gunnar), Palmer, C.N.A. (Colin), Penninx, B.W.J.H., Pattie, A. (Alison), Polasek, O. (Ozren), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter P), Quintana-Murci, L. (Lluis), Räikkönen, K. (Katri), Ralhan, S. (Sarju), Rao, D.C. (Dabeeru C), Rheenen, W. (Wouter) van, Rich, S.S. (Stephen), Ridker, P.M. (Paul M), Rietveld, C.A. (Cornelius A), Robino, A. (Antonietta), Rooij, F.J.A. (Frank) van, Ruggiero, D., Saba, Y. (Yasaman), Sabanayagam, C. (Charumathi), Sabater-Lleal, M. (Maria), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sandow, K. (Kevin), Schmidt, H. (Helena), Scott, L.J. (Laura J), Scott, W.R. (William R), Sedaghati-Khayat, B. (Bahareh), Sennblad, B. (Bengt), Setten, J. (Jessica) van, Sever, P.J. (Peter J), Sheu, W.H.-H. (Wayne H-H), Shi, Y. (Yuan), Shrestha, S. (Smeeta), Shukla, S.R. (Sharvari Rahul), Sigurdsson, J.K. (Jon K), Sikka, T.T. (Timo Tonis), Singh, J.R. (Jai Rup), Smith, B.H. (Blair), Stancáková, A. (Alena), Stanton, A. (Alice), Starr, J.M. (John), Stefansdottir, L. (Lilja), Straker, L. (Leon), Sulem, P. (Patrick), Sveinbjornsson, G. (Gardar), Swertz, M.A. (Morris A), Taylor, A.M. (Adele M), Taylor, K.D. (Kent), Terzikhan, N. (Natalie), Tham, Y.-C. (Yih-Chung), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tillander, A. (Annika), Tracy, R.P. (Russell), Tusié-Luna, T. (Teresa), Tzoulaki, I., Vaccargiu, S. (Simona), Vangipurapu, J. (Jagadish), Veldink, J.H. (Jan), Vitart, V. (Veronique), Völker, U. (Uwe), Vuoksimaa, E. (Eero), Wakil, S.M. (Salma M), Waldenberger, M. (Melanie), Wander, G.S. (Gurpreet S), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Wild, S.H. (Sarah), Yajnik, C.S. (Chittaranjan S), Yuan, J.-M. (Jian-Min), Zeng, L. (Lingyao), Zhang, L. (Liang), Zhou, J. (Jie), Amin, N. (Najaf), Asselbergs, F.W. (Folkert), Bakker, S.J.L. (Stephan), Becker, D.M. (Diane), Lehne, B. (Benjamin), Bennett, D.A. (David), Berg, L.H. (Leonard) van den, Berndt, S.I. (Sonja), Bharadwaj, D. (Dwaipayan), Bielak, L.F. (Lawrence F.), Bochud, M. (Murielle), Boehnke, M. (Michael), Bouchard, C. (Claude), Bradfield, J.P. (Jonathan), Brody, J.A. (Jennifer A), Campbell, A. (Archie), Carmi, S. (Shai), Caulfield, M. (Mark), Cesarini, D. (David), Chambers, J.C. (John C), Chandak, G.R. (Giriraj), Cheng, C.-Y. (Ching-Yu), Ciullo, M. (Marina), Warrington, N.M. (Nicole), Cusi, D. (Daniele), Smith, G.D. (George Davey), Deary, I.J. (Ian J), Dorajoo, R. (Rajkumar), Duijn, C.M. (Cornelia) van, Ellinghaus, D. (David), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evangelou, E. (Evangelos), Evans, M.K. (Michele), Faul, J.D. (Jessica D), Feenstra, B. (Bjarke), Feitosa, M.F. (Mary Furlan), Foisy, S. (Sylvain), Franke, A. (Andre), Friedlander, Y. (Yechiel), Gasparini, P. (Paolo), Gieger, C. (Christian), Gonzalez, C. (Clicerio), Goyette, P. (Philippe), Grant, S.F.A. (Struan), Griffiths, L.R. (Lyn R), Groop, L. (Leif), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hakonarson, H. (Hakon), Hamsten, A. (Anders), Harst, P. (Pim) van der, Heng, C.K. (Chew-Kiat), Hicks, A.A. (Andrew A), Hochner, H., Huikuri, H.V. (Heikki), Hunt, S.C. (Steven), Jaddoe, V.W.V. (Vincent), De Jager, P., Johannesson, M. (Magnus), Johansson, A. (Åsa), Jonas, J.B. (Jost B), Jukema, J.W. (Jan Wouter), Junttila, M.J. (Juhani), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Karpe, F. (Fredrik), Kumari, M. (Meena), Laakso, M. (Markku), van der Laan, S.W. (Sander W), Lahti, J. (Jari), Laudes, M. (Matthias), Lea, R.A. (Rodney A), Lieb, W. (Wolfgang), Lumley, T. (Thomas), Martin, N.G. (Nicholas), Ye, S. (Shu), Matullo, G., McCarthy, M.I. (Mark), Medland, S.E. (Sarah), Merriman, A., Metspalu, A. (Andres), Meyer, B.F. (Brian F), Mohlke, K.L. (Karen L), Montgomery, G.W. (Grant), Mook-Kanamori, D. (Dennis), Munroe, P. (Patricia), North, K.E. (Kari), Nyholt, D.R. (Dale), O’connell, J.R. (Jeffery R), Ober, C. (Carole), Oldehinkel, A.J. (Albertine), Palmas, W. (Walter), Pasterkamp, G.G. (Gerard G), Patin, E. (Etienne), Pennell, C.E. (Craig), Perusse, L. (Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), Wilson, J.F. (James), Clark, D.W. (David W), Okada, Y. (Yukinori), Moore, K.H.S. (Kristjan H S), Mason, D. (Dan), Pirastu, N. (Nicola), Gandin, I. (Ilaria), Mattsson, H. (Hannele), Barnes, C.L.K. (Catriona L K), Lin, K. (Kuang), Zhao, J.H. (Jing Hua), Deelen, P. (Patrick), Rohde, R. (Rebecca), Schurmann, C. (Claudia), Guo, X. (Xiuqing), Giulianini, F. (Franco), Zhang, W. (Weihua), Medina-Gomez, M.C. (Carolina), Karlsson, R. (Robert), Bao, Y. (Yanchun), Bartz, T.M. (Traci M), Baumbach, C. (Clemens), Biino, G. (Ginevra), Bixley, M.J. (Matthew J), Brumat, M. (Marco), Chai, J.-F. (Jin-Fang), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Dekker, A.M. (Annelot M), Eccles, D.A. (David A), Eijk, K.R. (Kristel) van, Fuchsberger, C. (Christian), Gao, H. (He), Germain, M. (Marine), Gordon, S.D. (Scott D.), de Haan, H.G. (Hugoline G), Harris, S.E. (Sarah), Hofer, E. (Edith), Huerta-Chagoya, A. (Alicia), Igartua, C. (Catherine), Jansen, I. (Iris), Jia, Y. (Yucheng), Kacprowski, T. (Tim), Karlsson, T. (Torgny), Kleber, M.E. (Marcus), Li, S.A. (Shengchao Alfred), Li-Gao, R. (Ruifang), Mahajan, A. (Anubha), Matsuda, K. (Koichi), Meidtner, K. (Karina), Meng, W. (Weihua), Montasser, M.E. (May E.), Most, P.J. (Peter) van der, Munz, M. (Matthias), Nutile, T. (Teresa), Palviainen, T. (Teemu), Prasad, G. (Gauri), Prasad, R.B. (Rashmi B), Priyanka, T.D.S. (Tallapragada Divya Sri), Rizzi, F. (Federica), Salvi, E. (Erika), Sapkota, B.R. (Bishwa R), Shriner, D. (Daniel), Skotte, L. (Line), Smart, M.C. (Melissa C), Smith, A.V. (Albert), Spek, A. (Ashley) van der, Spracklen, C.N. (Cassandra N), Strawbridge, R.J. (Rona), Tajuddin, S.M. (Salman M), Trompet, S. (Stella), Turman, C. (Constance), Verweij, N. (Niek), Viberti, C. (Clara), Wang, L. (Lihua), Warren, H. (Helen), Wootton, R.E. 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(Joshua), Elliott, P. (Paul), Ewert, R. (Ralf), Felix, J.F. (Janine), Fischer, K. (Krista), Freedman, B.I. (Barry), Girotto, S., Goel, A. (Anuj), Gögele, M. (Martin), Goodarzi, M. (Mark), Graff, M.J. (Maud J.L.), Granot-Hershkovitz, E. (Einat), Grodstein, F. (Francine), Guarrera, S. (Simonetta), Gudbjartsson, D.F. (Daniel), Guity, K. (Kamran), Gunnarsson, B. (Bjarni), Guo, Y. (Yu), Hagenaars, S.P. (Saskia P), Haiman, C.A. (Christopher), Halevy, A. (Avner), Harris, T.B. (Tamara B), Hedayati, M. (Mehdi), Heel, D.A. (David) van, Hirata, M. (Makoto), Höfer, I. (Imo), Hsiung, C.A. (Chao Agnes), Huang, J. (Jinyan), Hung, Y.-J. (Yi-Jen), Ikram, M.A. (Arfan), Jagadeesan, A. (Anuradha), Jousilahti, P. (Pekka), Kamatani, Y. (Yoichiro), Kanai, M. (Masahiro), Kerrison, N.D. (Nicola D), Kessler, T. (Thorsten), Khaw, K.-T. (Kay-Tee), Khor, C.C., Kleijn, D.P.V. (Dominique) de, Koh, W.-P. (Woon-Puay), Kolcic, I. (Ivana), Kraft, P. (Peter), Krämer, B.K. (Bernhard), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lee, I.-T. (I-Te), Lee, W.-J. (Wen-Jane), Lerch, M. (M.), Li, L. (Liming), Liu, J. (Jianjun), Loh, M. (Marie), London, S.J. (Stephanie J), Loomis, S.J. (Stephanie J.), Lu, Y. (Yingchang), Luan, J. (Jian’an), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W), Manunta, P. (Paolo), Masson, G. (Gisli), Matoba, N. (Nana), Mei, X.W. (Xue W), Meisinger, C. (Christa), Meitinger, T. (Thomas), Mezzavilla, M. (Massimo), Milani, L. (Lili), Millwood, I.Y. (Iona), Momozawa, Y. (Yukihide), Moore, A. (Amy), Morange, P.-E. (P.), Moreno-Macías, H. (Hortensia), Mori, T.A. (Trevor A), Morrison, A.C. (Alanna), Muka, T. (Taulant), Murakami, Y. (Yoshinori), Murray, A.D. (Alison D), Mutsert, R. (Reneé) de, Mychaleckyj, J.C. (Josyf), Nalls, M.A. (Michael), Nauck, M. (Matthias), Neville, M.J. (Matthew), Nolte, I.M. (Ilja), Ong, K.K. (Ken K), Orozco, L. (Lorena), Padmanabhan, S. (Sandosh), Pálsson, G. 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(Louis), Peyser, P.A. (Patricia A.), Pirastu, M. (Mario), Polderman, T.J.C. (Tinca), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Psaty, B.M. (Bruce M), Rioux, J.D. (John), Rivadeneira, F. (Fernando), Rotimi, C. (Charles), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Sanghera, D.K. (Dharambir K), Sattar, N. (Naveed), Schmidt, R. (Reinhold), Schulze, M.B. (Matthias), Schunkert, H. (Heribert), Scott, R.A. (Robert), Shuldiner, A.R. (Alan R), Sim, X. (Xueling), Small, N. (Neil), Smith, J.A. (Jennifer A), Sotoodehnia, N. (Nona), Tai, E.-S. (E-Shyong), Teumer, A. (Alexander), Timpson, N.J. (Nicholas), Toniolo, D. (Daniela), Tregouet, D.-A. (David-Alexandre), Tuomi, T. (Tiinamaija), Vollenweider, P. (Peter), Wang, C.A. (Carol A), Weir, D.R. (David R), Whitfield, J. (John), Wijmenga, C. (Cisca), Wong, T.-Y. (Tien-Yin), Wright, J. (John), Yang, J. (Jingyun), Yu, L. (Lei), Zemel, B.S. (Babette S.), Zonderman, A.B. (Alan B), Perola, M. (Markus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Kooner, J.S. (Jaspal S.), Chasman, D.I. (Daniel), Loos, R.J.F. (Ruth), Franceschini, N. (Nora), Franke, L. (Lude), Haley, C. (Chris), Hayward, C. (Caroline), Walters, R.G. (Robin G), Perry, J.R.B. (John R. B.), Esko, T. (Tõnu), Helgason, A. (Agnar), Zwart, J-A. (John-Anker), Joshi, P.K. (Peter), Kubo, M. (Michiaki), and Wilson, J.F. (James)
Abstract: In many species, the offspring of related parents suffer reduced reproductive success, a phenomenon known as inbreeding depression. In humans, the importance of this effect has remained unclear, partly because reproduction between close relatives is both rare and frequently associated with confounding social factors. Here, using genomic inbreeding coefficients (FROH) for >1.4 million individuals, we show that FROH is significantly associated (p < 0.0005) with apparently deleterious changes in 32 out of 100 traits analysed. These changes are associated with runs of homozygosity (ROH), but not with common variant homozygosity, suggesting that genetic variants associated with inbreeding depression are predominantly rare. The effect on fertility is striking: FROH equivalent to the offspring of first cousins is associated with a 55% decrease [95% CI 44–66%] in the odds of having children. Finally, the effects of FROH are confirmed within full-sibling pairs, where the variation in FROH is independent of all environmental confounding.
Published: 2019
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7. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders

Author: Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), Nöthen, M.M. (Markus M.), Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), and Nöthen, M.M. (Markus M.)
Abstract: Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families (166 BD, 78 major depressive disorder, 151 unaffected) as well as 438 subjects from an independent, BD case/control cohort (161 unrelated BD, 277 unrelated controls) were analysed. Polygenic risk scores (PRS) for BD, schizophrenia (SCZ), and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had higher PRS for all three psychiatric disorders than the independent controls, with BD and SCZ being significant after correction for multiple testing, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and unrelated BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. However, the PRS explained only part of the observed phenotypic variance, and rare variants might have also contributed to disease development.
Published: 2019
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8. Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression

Author: Glanville, K.P. (Kylie P.), Coleman, J.R.I. (Jonathan R.I.), Hanscombe, K.B. (Ken B.), Euesden, J. (Jack), Choi, S.W. (Shing Wan), Purves, K.L. (Kirstin L.), Breen, G. (Gerome), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F.M.), Baune, B.T., Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Boomsma, D.I. (Dorret), Buttenschøn, H.N. (Henriette N.), Colodro-Conde, L. (Lucía), Dannlowski, U. (Udo), Direk, N. (Nese), Dunn, E.C. (Erin C.), Forstner, A.J. (Andreas J.), Geus, E.J.C. (Eco) de, Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Jones, I., Jones, L. (Louisa), Knowles, J.A. (James A), Kutalik, Z. (Zoltán), Levinson, D.F. (Douglas F.), Lewis, G., Lind, P.A. (Penelope), Lucae, S. (Susanne), Magnusson, P.K. (Patrik), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), Milaneschi, Y. (Yuri), Mors, O., Mostafavi, S. (Sara), Müller-Myhsok, B. (B.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Potash, J.B. (James B), Preisig, M. (Martin), Ripke, S. (Stephan), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Smoller, J.W., Streit, F. (Fabian), Sullivan, P.F. (Patrick), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Van der Auwera, S. (Sandra), Weissman, M.M., Wray, N.R. (Naomi), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Bryois, J. (Julien), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian J.), Degenhardt, F., Derks, E.M. (Eske), Dolan, C.V. (Conor), Eley, T.C. (T.), Escott-Price, V. (Valentina), Hassan Kiadeh, F.F. (Farnush Farhadi), Finucane, H.K. (Hilary K.), Foo, J.C. (Jerome C.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S.), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Li, Y. (Yihan), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Li), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C.B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (Andrés G.), Umbricht, D. (Daniel), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Berger, K. (Klaus), Cichon, S. (Sven), de Geus, E.J.C. (E. J.C.), DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Li, Q.S. (Qingqin S.), Madden, P.A. (Pamela), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mortensen, P.B. (Preben Bo), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O'donovan, M.C. (Michael), Paciga, S.A. (Sara A.), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Zwart, J-A. (John-Anker), Völzke, H. (Henry), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), Borglum, A.D. (Anders), Glanville, K.P. (Kylie P.), Coleman, J.R.I. (Jonathan R.I.), Hanscombe, K.B. (Ken B.), Euesden, J. (Jack), Choi, S.W. (Shing Wan), Purves, K.L. (Kirstin L.), Breen, G. (Gerome), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F.M.), Baune, B.T., Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Boomsma, D.I. (Dorret), Buttenschøn, H.N. (Henriette N.), Colodro-Conde, L. (Lucía), Dannlowski, U. (Udo), Direk, N. (Nese), Dunn, E.C. (Erin C.), Forstner, A.J. (Andreas J.), Geus, E.J.C. (Eco) de, Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Jones, I., Jones, L. (Louisa), Knowles, J.A. (James A), Kutalik, Z. (Zoltán), Levinson, D.F. (Douglas F.), Lewis, G., Lind, P.A. (Penelope), Lucae, S. (Susanne), Magnusson, P.K. (Patrik), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), Milaneschi, Y. (Yuri), Mors, O., Mostafavi, S. (Sara), Müller-Myhsok, B. (B.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Potash, J.B. (James B), Preisig, M. (Martin), Ripke, S. (Stephan), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Smoller, J.W., Streit, F. (Fabian), Sullivan, P.F. (Patrick), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Van der Auwera, S. (Sandra), Weissman, M.M., Wray, N.R. (Naomi), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Bryois, J. (Julien), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian J.), Degenhardt, F., Derks, E.M. (Eske), Dolan, C.V. (Conor), Eley, T.C. (T.), Escott-Price, V. (Valentina), Hassan Kiadeh, F.F. (Farnush Farhadi), Finucane, H.K. (Hilary K.), Foo, J.C. (Jerome C.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S.), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Li, Y. (Yihan), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Li), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C.B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (Andrés G.), Umbricht, D. (Daniel), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Berger, K. (Klaus), Cichon, S. (Sven), de Geus, E.J.C. (E. J.C.), DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Li, Q.S. (Qingqin S.), Madden, P.A. (Pamela), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mortensen, P.B. (Preben Bo), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O'donovan, M.C. (Michael), Paciga, S.A. (Sara A.), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Zwart, J-A. (John-Anker), Völzke, H. (Henry), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), and Borglum, A.D. (Anders)
Abstract: Background: The prevalence of depression is higher in individuals with autoimmune diseases, but the mechanisms underlying the observed comorbidities are unknown. Shared genetic etiology is a plausible explanation for the overlap, and in this study we tested whether genetic variation in the major histocompatibility complex (MHC), which is associated with risk for autoimmune diseases, is also associated with risk for depression. Methods: We fine-mapped the classical MHC (chr6: 29.6–33.1 Mb), imputing 216 human leukocyte antigen (HLA) alleles and 4 complement component 4 (C4) haplotypes in studies from the Psychiatric Genomics Consortium Major Depressive Disorder Working Group and the UK Biobank. The total sample size was 45,149 depression cases and 86,698 controls. We tested for association between depression status and imputed MHC variants, applying both a region-wide significance threshold (3.9 × 10−6) and a candidate threshold (1.6 × 10−4). Results: No HLA alleles or C4 haplotypes were associated with depression at the region-wide threshold. HLA-B*08:01 was associated with modest protection for depression at the candidate threshold for testing in HLA genes in the meta-analysis (odds ratio = 0.98, 95% confidence interval = 0.97–0.99). Conclusions: We found no evidence that an increased risk for depression was conferred by HLA alleles, which play a major role in the genetic susceptibility to autoimmune diseases, or C4 haplotypes, which are strongly associated with schizophrenia. These results suggest that any HLA or C4 variants associated with depression either are rare or have very modest effect sizes.
Published: 2019
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9. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns

Author: Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), Binder, E.B. (Elisabeth), Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), and Binder, E.B. (Elisabeth)
Abstract: Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike’s information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.
Published: 2019
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10. Multiancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions

Author: Vries, P.S. (Paul) de, Brown, M.R., Bentley, A.R. (Amy), Sung, Y.J. (Yun J.), Winkler, T.W. (Thomas W.), Ntalla, I. (Ioanna), Schwander, K., Kraja, A. (Aldi), Guo, X. (Xiuqing), Franceschini, N. (Nora), Cheng, C.-Y. (Ching-Yu), Sim, X. (Xueling), Vojinović, D. (Dina), Huffman, J.E. (Jennifer E.), Musani, S.K. (Solomon K.), Li, C. (Changwei), Feitosa, M.F. (Mary Furlan), Richard, M.A. (Melissa A.), Noordam, R. (Raymond), Aschard, H. (Hugues), Bartz, T.M. (Traci M.), Bielak, L.F. (Lawrence F.), Deng, X. (Xuan), Dorajoo, R. (Rajkumar), Lohman, K.K. (Kurt K.), Manning, A.K. (Alisa), Rankinen, T. (Tuomo), Smith, A.V. (Albert), Tajuddin, S.M. (Salman M.), Evangelou, E. (Evangelos), Graff, M.J. (Maud J.L.), Alver, M. (Maris), Boissel, M. (Mathilde), Chai, J.F. (Jin Fang), Chen, X. (Xu), Divers, J. (Jasmin), Gandin, I. (Ilaria), Gao, C. (Chuan), Goel, A. (Anuj), Hagemeijer, Y. (Yanick), Harris, S.E. (Sarah), Hartwig, F.P. (Fernando P.), He, M. (Meian), Horimoto, A.R.V.R. (Andrea R V R), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Kasturiratne, A. (Anuradhani), Komulainen, P. (Pirjo), Kuhnel, B. (Brigitte), Laguzzi, F. (Federica), Lee, J.H. (Joseph H.), Luan, J. (Jian'an), Lyytikäinen, L.-P. (Leo-Pekka), Matoba, N. (Nana), Nolte, I.M. (Ilja), Pietzner, M. (Maik), Riaz, M. (Muhammad), Said, M.A. (M Abdullah), Scott, R.A. (Robert), Sofer, T. (Tamar), Stancáková, A. (Alena), Takeuchi, F. (Fumihiko), Tayo, B. (Bamidele), Most, P.J. (Peter) van der, Varga, T.V. (Tibor V.), Wang, Y. (Yajuan), Ware, E.B. (Erin B.), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Afaq, S. (Saima), Amin, N. (Najaf), Amini, M. (Marzyeh), Arking, D.E. (Dan), Aung, T. (Tin), Ballantyne, C. (Christie), Boerwinkle, E.A. (Eric), Broeckel, U. (Ulrich), Campbell, A. (Archie), Canouil, M. (Mickaël), Charumathi, S. (Sabanayagam), Chen, Y.D.I. (Yii-Der Ida), Connell, J. (John), Faire, U. (Ulf) de, de Las Fuentes, L. (Lisa), Mutsert, R. (Reneé) de, de Silva, H.J. (H Janaka), Ding, J. (Jingzhong), Dominiczak, A.F. (Anna F.), Duan, Q. (Qing), Eaton, C.B. (Charles B.), Eppinga, R.N. (Ruben N.), Faul, J.D. (Jessica D.), Fisher, V. (Virginia), Forrester, T. (Terrence), Franco, O.H. (Oscar), Friedlander, Y. (Yechiel), Ghanbari, M. (Mohsen), Giulianini, F. (Franco), Grabe, H.J. (Hans Jörgen), Grove, M.L. (Megan), Gu, C. (Charles), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heng, C.K. (Chew-Kiat), Hirata, M. (Makoto), Hixson, J.E. (James E.), Howard, B.V. (Barbara V.), Ikram, M.A. (Arfan), Jacobs, D.R. (David R.), Johnson, C. (Craig), Jonas, J.B., Kammerer, C.M. (Candace), Katsuya, T. (Tomohiro), Khor, C.C., Kilpeläinen, T.O. (Tuomas O.), Koh, W.-P. (Woon-Puay), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kooperberg, C. (Charles), Krieger, J.E. (José), Kritchevsky, S.B. (Steve B.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lemaitre, R.N. (Rozenn ), Li, Y. (Yize), Liang, J. (Jingjing), Liu, J. (Jianjun), Liu, K. (Kiang), Loh, M. (Marie), Louie, T. (Tin), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W.), McKenzie, C.A. (Colin A.), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mohlke, K.L. (Karen L.), Mosley, T.H. (Thomas H.), Mukamal, K. (Kenneth), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Sotoodehnia, N. (Nona), O´Connell, J.R., Palmer, N.D. (Nicholette), Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Poulter, N.R. (Neil), Raffel, L.J. (Leslie J.), Raitakari, O. (Olli), Reiner, A.P. (Alex P.), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Robino, A. (Antonietta), Robinson, J.G. (Jennifer), Rose, L.M. (Lynda M.), Rudan, I. (Igor), Schmidt, C.O. (Carsten O.), Schreiner, P.J. (Pamela), Scott, W.R. (William R.), Sever, P. (Peter), Shi, Y. 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(Markku), Leander, K. (Karin), Lehtimäki, T. (Terho), Magnusson, P.K. (Patrik), Penninx, B.W.J.H. (Brenda), Pereira, A.C. (Alexandre C.), Rauramaa, R. (Rainer), Samani, N.J. (Nilesh), Scott, J. (James), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Wagenknecht, L.E. (Lynne), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weir, D.R. (David R.), Wickremasinghe, A.R. (Ananda R.), Zheng, W. (Wei), Elliott, P. (Paul), North, K.E. (Kari), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Liu, C.-T. (Ching-Ti), Liu, Y. (YongMei), Psaty, B.M. (Bruce M.), Jarvelin, M.-R. (Marjo-Riitta), Dam, R.M. (Rob) van, Kardia, S.L.R. (Sharon), Dominiczak, A. (Anna), Rotimi, C. (Charles), Mook-Kanamori, D.O. (Dennis O.), Fornage, M. (Myriam), Kelly, T.N. (Tanika N.), Fox, E.R. (Ervin R.), Hayward, C. (Caroline), Duijn, C.M. (Cornelia) van, Tai, E.S. (Shyong), Wong, T.Y. (Tien Yin), Liu, J. (Jingmin), Rotter, J.I. (Jerome I.), Gauderman, W.J. (W James), Province, M.A. (Michael A.), Munroe, P. (Patricia), Rice, K. (Kenneth), Chasman, D.I. (Daniel), Cupples, L.A. (L Adrienne), Tobin, M.D. (Martin), Morrison, A.C. (Alanna), Vries, P.S. (Paul) de, Brown, M.R., Bentley, A.R. (Amy), Sung, Y.J. (Yun J.), Winkler, T.W. (Thomas W.), Ntalla, I. (Ioanna), Schwander, K., Kraja, A. (Aldi), Guo, X. (Xiuqing), Franceschini, N. (Nora), Cheng, C.-Y. (Ching-Yu), Sim, X. (Xueling), Vojinović, D. (Dina), Huffman, J.E. (Jennifer E.), Musani, S.K. (Solomon K.), Li, C. (Changwei), Feitosa, M.F. (Mary Furlan), Richard, M.A. (Melissa A.), Noordam, R. (Raymond), Aschard, H. (Hugues), Bartz, T.M. (Traci M.), Bielak, L.F. (Lawrence F.), Deng, X. (Xuan), Dorajoo, R. (Rajkumar), Lohman, K.K. (Kurt K.), Manning, A.K. (Alisa), Rankinen, T. (Tuomo), Smith, A.V. (Albert), Tajuddin, S.M. (Salman M.), Evangelou, E. (Evangelos), Graff, M.J. (Maud J.L.), Alver, M. (Maris), Boissel, M. (Mathilde), Chai, J.F. (Jin Fang), Chen, X. (Xu), Divers, J. (Jasmin), Gandin, I. (Ilaria), Gao, C. (Chuan), Goel, A. (Anuj), Hagemeijer, Y. (Yanick), Harris, S.E. (Sarah), Hartwig, F.P. (Fernando P.), He, M. (Meian), Horimoto, A.R.V.R. (Andrea R V R), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Kasturiratne, A. (Anuradhani), Komulainen, P. (Pirjo), Kuhnel, B. (Brigitte), Laguzzi, F. (Federica), Lee, J.H. (Joseph H.), Luan, J. (Jian'an), Lyytikäinen, L.-P. (Leo-Pekka), Matoba, N. (Nana), Nolte, I.M. (Ilja), Pietzner, M. (Maik), Riaz, M. (Muhammad), Said, M.A. (M Abdullah), Scott, R.A. (Robert), Sofer, T. (Tamar), Stancáková, A. (Alena), Takeuchi, F. (Fumihiko), Tayo, B. (Bamidele), Most, P.J. (Peter) van der, Varga, T.V. (Tibor V.), Wang, Y. (Yajuan), Ware, E.B. (Erin B.), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Afaq, S. (Saima), Amin, N. (Najaf), Amini, M. (Marzyeh), Arking, D.E. (Dan), Aung, T. (Tin), Ballantyne, C. (Christie), Boerwinkle, E.A. (Eric), Broeckel, U. (Ulrich), Campbell, A. (Archie), Canouil, M. (Mickaël), Charumathi, S. (Sabanayagam), Chen, Y.D.I. (Yii-Der Ida), Connell, J. (John), Faire, U. (Ulf) de, de Las Fuentes, L. (Lisa), Mutsert, R. (Reneé) de, de Silva, H.J. (H Janaka), Ding, J. (Jingzhong), Dominiczak, A.F. (Anna F.), Duan, Q. (Qing), Eaton, C.B. (Charles B.), Eppinga, R.N. (Ruben N.), Faul, J.D. (Jessica D.), Fisher, V. (Virginia), Forrester, T. (Terrence), Franco, O.H. (Oscar), Friedlander, Y. (Yechiel), Ghanbari, M. (Mohsen), Giulianini, F. (Franco), Grabe, H.J. (Hans Jörgen), Grove, M.L. (Megan), Gu, C. (Charles), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heng, C.K. (Chew-Kiat), Hirata, M. (Makoto), Hixson, J.E. (James E.), Howard, B.V. (Barbara V.), Ikram, M.A. (Arfan), Jacobs, D.R. (David R.), Johnson, C. (Craig), Jonas, J.B., Kammerer, C.M. (Candace), Katsuya, T. (Tomohiro), Khor, C.C., Kilpeläinen, T.O. (Tuomas O.), Koh, W.-P. (Woon-Puay), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kooperberg, C. (Charles), Krieger, J.E. (José), Kritchevsky, S.B. (Steve B.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lemaitre, R.N. (Rozenn ), Li, Y. (Yize), Liang, J. (Jingjing), Liu, J. (Jianjun), Liu, K. (Kiang), Loh, M. (Marie), Louie, T. (Tin), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W.), McKenzie, C.A. (Colin A.), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mohlke, K.L. (Karen L.), Mosley, T.H. (Thomas H.), Mukamal, K. (Kenneth), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Sotoodehnia, N. (Nona), O´Connell, J.R., Palmer, N.D. (Nicholette), Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Poulter, N.R. (Neil), Raffel, L.J. (Leslie J.), Raitakari, O. (Olli), Reiner, A.P. (Alex P.), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Robino, A. (Antonietta), Robinson, J.G. (Jennifer), Rose, L.M. (Lynda M.), Rudan, I. (Igor), Schmidt, C.O. (Carsten O.), Schreiner, P.J. (Pamela), Scott, W.R. (William R.), Sever, P. (Peter), Shi, Y. (Yuan), Sidney, S. (Stephen), Sims, M. (Mario), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Snieder, H. (Harold), Starr, J.M. (John), Strauch, K. (Konstantin), Tan, N. (Nicholas), Taylor, K.D. (Kent), Teo, Y.Y. (Yik Ying), Tham, Y.C. (Yih Chung), Uitterlinden, A.G. (André), Heemst, D. (Diana) van, Vuckovic, D. (Dragana), Waldenberger, M. (Melanie), Wang, L. (Lihua), Wang, Y. (Yujie), Wang, Z. (Zhe), Wei, W.B. (Wen Bin), Williams, C. (Christine), Wilson, G. (Gregory), Wojczynski, M.K. (Mary ), Yao, J. (Jie), Yu, B. (Bing), Yu, C. (Caizheng), Yuan, J.-M. (Jian-Min), Zhao, W. (Wei), Zonderman, A.B., Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, D.W. (Donald W.), Chambers, J.C. (John C.), Deary, I.J. (Ian), Esko, T. (Tõnu), Farrall, M. (Martin), Franks, P.W. (Paul W.), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Horta, B.L. (Bernardo L.), Kamatani, Y. (Yoichiro), Kato, N. (Norihiro), Kooner, J.S. (Jaspal S.), Laakso, M. (Markku), Leander, K. (Karin), Lehtimäki, T. (Terho), Magnusson, P.K. (Patrik), Penninx, B.W.J.H. (Brenda), Pereira, A.C. (Alexandre C.), Rauramaa, R. (Rainer), Samani, N.J. (Nilesh), Scott, J. (James), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Wagenknecht, L.E. (Lynne), Wang, Y.X. (Ya Xing), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weir, D.R. (David R.), Wickremasinghe, A.R. (Ananda R.), Zheng, W. (Wei), Elliott, P. (Paul), North, K.E. (Kari), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Liu, C.-T. (Ching-Ti), Liu, Y. (YongMei), Psaty, B.M. (Bruce M.), Jarvelin, M.-R. (Marjo-Riitta), Dam, R.M. (Rob) van, Kardia, S.L.R. (Sharon), Dominiczak, A. (Anna), Rotimi, C. (Charles), Mook-Kanamori, D.O. (Dennis O.), Fornage, M. (Myriam), Kelly, T.N. (Tanika N.), Fox, E.R. (Ervin R.), Hayward, C. (Caroline), Duijn, C.M. (Cornelia) van, Tai, E.S. (Shyong), Wong, T.Y. (Tien Yin), Liu, J. (Jingmin), Rotter, J.I. (Jerome I.), Gauderman, W.J. (W James), Province, M.A. (Michael A.), Munroe, P. (Patricia), Rice, K. (Kenneth), Chasman, D.I. (Daniel), Cupples, L.A. (L Adrienne), Tobin, M.D. (Martin), and Morrison, A.C. (Alanna)
Abstract: A person's lipid profile is influenced by genetic variants and alcohol consumption, but the contribution of interactions between these exposures has not been studied. We therefore incorporated gene-alcohol interactions into a multiancestry genome-wide association study of levels of high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides. We included 45 studies in stage 1 (genome-wide discovery) and 66 studies in stage 2 (focused follow-up), for a total of 394,584 individuals from 5 ancestry groups. Analyses covered the period July 2014-November 2017. Genetic main effects and interaction effects were jointly assessed by means of a 2-degrees-of-freedom (df) test, and a 1-df test was used to assess the interaction effects alone. Variants at 495 loci were at least suggestively associated (P < 1 × 10-6) with lipid levels in stage 1 and were evaluated in stage 2, followed by combined analyses of stage 1 and stage 2. In the combined analysis of stages 1 and 2, a total of 147 independent loci were associated with lipid levels at P < 5 × 10-8 using 2-df tests, of which 18 were novel. No genome-wide-significant associations were found testing the interaction effect alone. The novel loci included several genes (proprotein convertase subtilisin/kexin type 5 (PCSK5), vascular endothelial growth factor B (VEGFB), and apolipoprotein B mRNA editing enzyme, catalytic polypeptide 1 (APOBEC1) complementation factor (A1CF)) that have a putative role in lipid metabolism on the basis of existing evidence from cellular and experimental models.
Published: 2019
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11. Multi-ancestry study of blood lipid levels identifies four loci interacting with physical activity

Author: Kilpeläinen, T.O. (Tuomas), Bentley, A.R. (Amy), Noordam, R., Sung, YJ, Schwander, K., Winkler, T.W. (Thomas), Jakupovic, H., Chasman, D.I. (Daniel), Manning, A., Ntalla, I. (Ioanna), Aschard, H. (Hugues), Brown, M.R., de Las Fuentes, L., Franceschini, N. (Nora), Guo, X. (Xiuqing), Vojinovic, D., Aslibekyan, S, Feitosa, M.F. (Mary Furlan), Kho, M., Musani, SK, Richard, M., Wang, H.M., Wang, Z. (Zhen), Bartz, TM, Bielak, L.F. (Lawrence F.), Campbell, A. (Archie), Dorajoo, R. (Rajkumar), Fisher, V., Hartwig, F.P., Horimoto, A., Li, C.W., Lohman, K. (Kurt), Marten, J, Sim, XL, Smith, A.V. (Davey), Tajuddin, S. M., Alver, M, Amini, M., Boissel, M., Chai, J.F., Chen, X. (Xishu), Divers, J, Evangelou, E. (Evangelos), Gao, C. (Cheng), Graff, M.J. (Maud J.L.), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Zhao, J.H. (Jing Hua), Kraja, A. (Aldi), Kuhnel, B. (Brigitte), Laguzzi, F., Lyytikäinen, L.-P. (Leo-Pekka), Nolte, IM, Rauramaa, R. (Rainer), Riaz, M. (Muhammad), Robino, A. (Antonietta), Rueedi, R, Stringham, H.M. (Heather), Takeuchi, F, Most, P.J. (Peter) van der, Varga, T.V. (Tibor), Verweij, N. (Niek), Ware, EB, Wen, WQ, Li, X. Y., Yanek, L.R. (Lisa), Amin, N. (Najaf), Arnett, D.K. (Donna), Boerwinkle, E.A. (Eric), Brumat, M., Cade, B, Canouil, M., Chen, Y.D.I. (Yii-Der Ida), Concas, MP, Connell, J. (John), Mutsert, R. (Reneé) de, de Silva, H.J., de Vries, PS, Demirkan, A. (Ayşe), Ding, J. (Jingzhong), Eaton, CB, Faul, J.D. (Jessica), Friedlander, Y. (Yechiel), Gabriel, K.P., Ghanbari, M., Giulianini, F. (Franco), Gu, C.C., Gu, DF, Harris, T.B. (Tamara), He, J. (Jing), Heikkinen, S., Heng, C.K. (Chew-Kiat), Hunt, S.C. (Steven), Ikram, M.A. (Arfan), Jonas, J.B., Koh, WP, Komulainen, P. (Pirjo), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, LJ, Leander, K. (Karin), Lemaitre, R.N. (Rozenn ), Lewis, CE, Liang, J.J., Alizadeh, BZ, Boezen, H.M. (Marike), Franke, L. (Lude), Navis, G. (Gerjan), Rots, M., Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Liu, J. (Jianjun), Maagi, R., Manichaikul, A. (Ani), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Mohlke, K.L. (Karen), Mosley, T.H. (Thomas), Murray, A.D., Nalls, M.A. (Michael), Nang, EEK, Nelson, C.P. (Christopher), Nona, S., Norris, JM, Nwuba, C.V., O´Connell, J.R., Palmer, N.D. (Nicholette), Papanicolau, GJ, Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Porteous, D.J. (David J.), Poveda, A. (Andrés), Raitakari, OT, Rich, S.S. (Stephen), Risch, N., Robinson, JG, Rose, L.M. (Lynda), Rudan, I. (Igor), Schreiner, PJ, Scott, L.J. (Laura), Sidney, SS, Sims, M, Smith, J.A. (Jennifer A), Snieder, H. (Harold), Sofer, T., Starr, J.M. (John), Sternfeld, B., Strauch, K. (Konstantin), Tang, H. (Hui), Taylor, K.D. (Kent), Tsai, M.Y. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), van der Ende, M.Y., Heemst, D. van, Voortman, R.G. (Trudy), Waldenberger, M. (Melanie), Wennberg, P. (Patrik), Wilson, G, Xiang, YB, Yao, J, Yu, C.Z., Yuan, JM, Zhao, W. (Wei), Zonderman, A.B. (Alan), Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, DW, Faire, U. (Ulf) de, Deary, I.J. (Ian), Elliott, P.M. (Perry), Esko, T. (Tõnu), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Kato, N, Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimaki, T, Magnusson, P.K. (Patrik), Oldenhinkel, A.J. (A.), Penninx, B.W.J.H. (Brenda), Samani, N.J. (Nilesh), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wang, Y. (Ying), Wareham, N.J. (Nick), Weir, D.R. (David), Wu, TC, Zheng, W. (Wei), Zhu, X. (Xiaofeng), Evans, MK, Franks, P.W. (Paul), Guonason, V. (Vilmundur), Hayward, C. (Caroline), Horta, BL, Kelly, TN, Liu, Y. (YongMei), North, K.E. (Kari), Pereira, AC, Ridker, P.M. (Paul), Tai, E.S. (Shyong), Dam, R.M. (Rob) van, Fox, E.R. (Ervin), Kardia, S.L.R. (Sharon), Liu, C.-T. (Ching-Ti), Mook-Kanamori, D.O. (Dennis), Province, M.A. (Mike), Redline, S. (Susan), Duijn, C.M., Rotter, J.I. (Jerome), Kooperberg, C.B., Gauderman, W.J. (W James), Psaty, B.M. (Bruce), Rice, K, Munroe, P. (Patricia), Fornage, M. (Myriam), Cupples, L.A. (Adrienne), Rotimi, CN, Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Loos, R.J.F. (Ruth), Kilpeläinen, T.O. (Tuomas), Bentley, A.R. (Amy), Noordam, R., Sung, YJ, Schwander, K., Winkler, T.W. (Thomas), Jakupovic, H., Chasman, D.I. (Daniel), Manning, A., Ntalla, I. (Ioanna), Aschard, H. (Hugues), Brown, M.R., de Las Fuentes, L., Franceschini, N. (Nora), Guo, X. (Xiuqing), Vojinovic, D., Aslibekyan, S, Feitosa, M.F. (Mary Furlan), Kho, M., Musani, SK, Richard, M., Wang, H.M., Wang, Z. (Zhen), Bartz, TM, Bielak, L.F. (Lawrence F.), Campbell, A. (Archie), Dorajoo, R. (Rajkumar), Fisher, V., Hartwig, F.P., Horimoto, A., Li, C.W., Lohman, K. (Kurt), Marten, J, Sim, XL, Smith, A.V. (Davey), Tajuddin, S. M., Alver, M, Amini, M., Boissel, M., Chai, J.F., Chen, X. (Xishu), Divers, J, Evangelou, E. (Evangelos), Gao, C. (Cheng), Graff, M.J. (Maud J.L.), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Zhao, J.H. (Jing Hua), Kraja, A. (Aldi), Kuhnel, B. (Brigitte), Laguzzi, F., Lyytikäinen, L.-P. (Leo-Pekka), Nolte, IM, Rauramaa, R. (Rainer), Riaz, M. (Muhammad), Robino, A. (Antonietta), Rueedi, R, Stringham, H.M. (Heather), Takeuchi, F, Most, P.J. (Peter) van der, Varga, T.V. (Tibor), Verweij, N. (Niek), Ware, EB, Wen, WQ, Li, X. Y., Yanek, L.R. (Lisa), Amin, N. (Najaf), Arnett, D.K. (Donna), Boerwinkle, E.A. (Eric), Brumat, M., Cade, B, Canouil, M., Chen, Y.D.I. (Yii-Der Ida), Concas, MP, Connell, J. (John), Mutsert, R. (Reneé) de, de Silva, H.J., de Vries, PS, Demirkan, A. (Ayşe), Ding, J. (Jingzhong), Eaton, CB, Faul, J.D. (Jessica), Friedlander, Y. (Yechiel), Gabriel, K.P., Ghanbari, M., Giulianini, F. (Franco), Gu, C.C., Gu, DF, Harris, T.B. (Tamara), He, J. (Jing), Heikkinen, S., Heng, C.K. (Chew-Kiat), Hunt, S.C. (Steven), Ikram, M.A. (Arfan), Jonas, J.B., Koh, WP, Komulainen, P. (Pirjo), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, LJ, Leander, K. (Karin), Lemaitre, R.N. (Rozenn ), Lewis, CE, Liang, J.J., Alizadeh, BZ, Boezen, H.M. (Marike), Franke, L. (Lude), Navis, G. (Gerjan), Rots, M., Swertz, M. (Morris), Wolffenbuttel, B.H.R. (Bruce), Wijmenga, C. (Cisca), Liu, J. (Jianjun), Maagi, R., Manichaikul, A. (Ani), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Mohlke, K.L. (Karen), Mosley, T.H. (Thomas), Murray, A.D., Nalls, M.A. (Michael), Nang, EEK, Nelson, C.P. (Christopher), Nona, S., Norris, JM, Nwuba, C.V., O´Connell, J.R., Palmer, N.D. (Nicholette), Papanicolau, GJ, Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Porteous, D.J. (David J.), Poveda, A. (Andrés), Raitakari, OT, Rich, S.S. (Stephen), Risch, N., Robinson, JG, Rose, L.M. (Lynda), Rudan, I. (Igor), Schreiner, PJ, Scott, L.J. (Laura), Sidney, SS, Sims, M, Smith, J.A. (Jennifer A), Snieder, H. (Harold), Sofer, T., Starr, J.M. (John), Sternfeld, B., Strauch, K. (Konstantin), Tang, H. (Hui), Taylor, K.D. (Kent), Tsai, M.Y. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), van der Ende, M.Y., Heemst, D. van, Voortman, R.G. (Trudy), Waldenberger, M. (Melanie), Wennberg, P. (Patrik), Wilson, G, Xiang, YB, Yao, J, Yu, C.Z., Yuan, JM, Zhao, W. (Wei), Zonderman, A.B. (Alan), Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, DW, Faire, U. (Ulf) de, Deary, I.J. (Ian), Elliott, P.M. (Perry), Esko, T. (Tõnu), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Kato, N, Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimaki, T, Magnusson, P.K. (Patrik), Oldenhinkel, A.J. (A.), Penninx, B.W.J.H. (Brenda), Samani, N.J. (Nilesh), Shu, X.-O. (Xiao-Ou), Harst, P. (Pim) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wang, Y. (Ying), Wareham, N.J. (Nick), Weir, D.R. (David), Wu, TC, Zheng, W. (Wei), Zhu, X. (Xiaofeng), Evans, MK, Franks, P.W. (Paul), Guonason, V. (Vilmundur), Hayward, C. (Caroline), Horta, BL, Kelly, TN, Liu, Y. (YongMei), North, K.E. (Kari), Pereira, AC, Ridker, P.M. (Paul), Tai, E.S. (Shyong), Dam, R.M. (Rob) van, Fox, E.R. (Ervin), Kardia, S.L.R. (Sharon), Liu, C.-T. (Ching-Ti), Mook-Kanamori, D.O. (Dennis), Province, M.A. (Mike), Redline, S. (Susan), Duijn, C.M., Rotter, J.I. (Jerome), Kooperberg, C.B., Gauderman, W.J. (W James), Psaty, B.M. (Bruce), Rice, K, Munroe, P. (Patricia), Fornage, M. (Myriam), Cupples, L.A. (Adrienne), Rotimi, CN, Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), and Loos, R.J.F. (Ruth)
Abstract: Many genetic loci affect circulating lipid levels, but it remains unknown whether lifestyle factors, such as physical activity, modify these genetic effects. To identify lipid loci interacting with physical activity, we performed genome-wide analyses of circulating HDL cholesterol, LDL cholesterol, and triglyceride levels in up to 120,979 individuals of European, African, Asian, Hispanic, and Brazilian ancestry, with follow-up of suggestive associations in an additional 131,012 individuals. We find four loci, in/near CLASP1, LHX1, SNTA1, and CNTNAP2, that are associated with circulating lipid levels through interaction with physical activity; higher levels of physical activity enhance the HDL cholesterol-increasing effects of the CLASP1, LHX1, and SNTA1 loci and attenuate the LDL cholesterol-increasing effect of the CNTNAP2 l
Published: 2019
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12. Genome-wide interaction study of a proxy for stress-sensitivity and its prediction of major depressive disorder

Author: Arnau-Soler, A., Adams, M. J., Hayward, C. (Caroline), Thomson, PA, Porteous, D, Campbell, A. (Archie), Smith, B.H. (Blair), Black, C., Padmanabhan, S. (Sandosh), Mcintosh, A.M. (Andrew), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M., Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Agerbo, E, Air, T.M., Andlauer, T.F.M., Bacanu, SA, Bækvad-Hansen, M., Beekman, A.T.F. (Aartjan), Bigdeli, TB, Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Bryois, J., Buttenschøn, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E, Christensen, J.H., Clarke, T.-K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N.J. (Nick), Crawford, G.E., Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N., Dolan, C.V. (Conor), Dunn, EC, Eley, T.C. (T.), Escott-Price, V, Kiadeh, F.F.H., Finucane, HK, Forstner, A.J. (Andreas), Frank, J. (Josef), Gaspar, H.A., Gill, M. (Michael), Goes, F.S., Gordon, S.D., Grove, J. (Jakob), Hall, L.S., Hansen, C.S., Hansen, T.F. (Thomas F), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C., Hottenga, JJ, Hougaard, D.M. (David), Ising, M. (Marcus), Jansen, R, Jorgenson, E, Knowles, J.A. (James A), Kohane, IS, Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z. (Zoltán), Li, Y. (Yuwen), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F., Maier, R.M., Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H, McGrath, P., Mcguffin, P. (Peter), Medland, S.E., Mehta, D, Middeldorp, CM, Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M., Montgomery, G.W. (Grant), Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J., Painter, JN, Pedersen, CB, Pedersen, M.G., Peterson, R.E., Pettersson, E, Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P. (John), Riley, B.P. (Brien), Rivera, M., Mirza, S.S., Schoevers, R. (Robert), Schulte, E.C., Shen, L. (Li), Shi, J. (Julia), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B., Smit, J.H.M., Smith, D.J. (Derek James), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F., Strohmaier, J., Tansey, KE, Teismann, H., Teumer, A. (Alexander), Thompson, W., Thorgeirsson, T.E. (Thorgeir), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V., Uitterlinden, A.G. (André), Umbricht, D., Van der Auwera, S., van Hemert, A.M., Viktorin, A, Visscher, P.M. (Peter), Wang, Y. (Yijing), Webb, BT, Weinsheimer, S.M., Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y., Xi, HS, Yang, J., Zhang, F. (Feng), Arolt, V, Baune, BT, Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U., de Geus, EJCN, DePaulo, J.R., Domenici, E, Domschke, K., Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Heath, A.C. (Andrew), Kendler, K. (K.), Kloiber, S, Lewis, G, Li, Q.S., Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mors, O., Mortensen, P.B., Müller-Myhsok, B., Nordentoft, M, Nöthen, M.M. (Markus), O'Donovan, M. (Michael), Paciga, S.A., Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M., Schaefer, C. (Catherine), Schulze, T.G. (Thomas), Smoller, J.W., Zwart, J-A. (John-Anker), Tiemeier, H.W. (Henning), Uher, R, Völzke, H. (Henry), Weissman, M.M. (Myrna M), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas), Breen, G. (Gerome), Børglum, A.D., Sullivan, P.F. (Patrick), Arnau-Soler, A., Adams, M. J., Hayward, C. (Caroline), Thomson, PA, Porteous, D, Campbell, A. (Archie), Smith, B.H. (Blair), Black, C., Padmanabhan, S. (Sandosh), Mcintosh, A.M. (Andrew), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M., Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Agerbo, E, Air, T.M., Andlauer, T.F.M., Bacanu, SA, Bækvad-Hansen, M., Beekman, A.T.F. (Aartjan), Bigdeli, TB, Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Bryois, J., Buttenschøn, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E, Christensen, J.H., Clarke, T.-K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N.J. (Nick), Crawford, G.E., Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N., Dolan, C.V. (Conor), Dunn, EC, Eley, T.C. (T.), Escott-Price, V, Kiadeh, F.F.H., Finucane, HK, Forstner, A.J. (Andreas), Frank, J. (Josef), Gaspar, H.A., Gill, M. (Michael), Goes, F.S., Gordon, S.D., Grove, J. (Jakob), Hall, L.S., Hansen, C.S., Hansen, T.F. (Thomas F), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C., Hottenga, JJ, Hougaard, D.M. (David), Ising, M. (Marcus), Jansen, R, Jorgenson, E, Knowles, J.A. (James A), Kohane, IS, Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z. (Zoltán), Li, Y. (Yuwen), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F., Maier, R.M., Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H, McGrath, P., Mcguffin, P. (Peter), Medland, S.E., Mehta, D, Middeldorp, CM, Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M., Montgomery, G.W. (Grant), Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J., Painter, JN, Pedersen, CB, Pedersen, M.G., Peterson, R.E., Pettersson, E, Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P. (John), Riley, B.P. (Brien), Rivera, M., Mirza, S.S., Schoevers, R. (Robert), Schulte, E.C., Shen, L. (Li), Shi, J. (Julia), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B., Smit, J.H.M., Smith, D.J. (Derek James), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F., Strohmaier, J., Tansey, KE, Teismann, H., Teumer, A. (Alexander), Thompson, W., Thorgeirsson, T.E. (Thorgeir), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V., Uitterlinden, A.G. (André), Umbricht, D., Van der Auwera, S., van Hemert, A.M., Viktorin, A, Visscher, P.M. (Peter), Wang, Y. (Yijing), Webb, BT, Weinsheimer, S.M., Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y., Xi, HS, Yang, J., Zhang, F. (Feng), Arolt, V, Baune, BT, Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U., de Geus, EJCN, DePaulo, J.R., Domenici, E, Domschke, K., Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Heath, A.C. (Andrew), Kendler, K. (K.), Kloiber, S, Lewis, G, Li, Q.S., Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mors, O., Mortensen, P.B., Müller-Myhsok, B., Nordentoft, M, Nöthen, M.M. (Markus), O'Donovan, M. (Michael), Paciga, S.A., Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M., Schaefer, C. (Catherine), Schulze, T.G. (Thomas), Smoller, J.W., Zwart, J-A. (John-Anker), Tiemeier, H.W. (Henning), Uher, R, Völzke, H. (Henry), Weissman, M.M. (Myrna M), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas), Breen, G. (Gerome), Børglum, A.D., and Sullivan, P.F. (Patrick)
Abstract: Individual response to stress is correlated with neuroticism and is an important predictor of both neuroticism and the onset of major depressive disorder (MDD). Identification of the genetics underpinning individual differences in response to negative events (stress-sensitivity) may improve our understanding of the molecular pathways involved, and its association with stress-related illnesses. We sought to generate a proxy for stress-sensitivity through modelling the interaction between SNP allele and MDD status on neuroticism score in order to identify genetic variants that contribute to the higher neuroticism seen in individuals with a lifetime diagnosis of d
Published: 2018
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13. GWAS and colocalization analyses implicate carotid intima-media thickness and carotid plaque loci in cardiovascular outcomes

Author: Franceschini, N. (Nora), Giambartolomei, C. (Claudia), Vries, P.S. (Paul) de, Finan, C. (Chris), Bis, J.C. (Joshua), Huntley, R.P. (Rachael P.), Lovering, R.C. (Ruth C.), Tajuddin, S.M. (Salman M.), Winkler, T.W. (Thomas W.), Graff, M. (Misa), Kavousi, M. (Maryam), Dale, C. (Caroline), Smith, A.V. (Albert), Hofer, E. (Edith), Leeuwen, E.M. (Elisa) van, Nolte, I.M. (Ilja), Lu, L. (Lingyi), Scholz, M. (Markus), Sargurupremraj, M. (Muralidharan), Pitkanen, N. (Niina), Franzén, O. (Oscar), Joshi, P.K. (Peter), Noordam, R. (Raymond), Marioni, R.E. (Riccardo), Hwang, S.-J. (Shih-Jen), Musani, S.K. (Solomon K.), Schminke, U. (Ulf), Palmas, W. (Walter), Isaacs, A.J. (Aaron), Correa, D.D., Zonderman, A.B., Hofman, A. (Albert), Teumer, A. (Alexander), Cox, A.J. (Amanda J.), Uitterlinden, A.G. (André), Wong, A. (Andrew), Smit, A.J. (Andries), Newman, A.B. (Anne B.), Britton, A.R., Ruusalepp, A. (Arno), Sennblad, B. (Bengt), Hedblad, B. (Bo), Pasaniuc, B. (Bogdan), Penninx, B.W.J.H. (Brenda), Langefeld, C.D. (Carl D.), Wassel, C.L. (Christina), Tzourio, C. (Christophe), Fava, C. (Cristiano), Baldassarre, D. (Damiano), O’Leary, D.H. (Daniel H.), Teupser, D. (Daniel), Kuh, D. (Diana), Tremoli, E. (Elena), Mannarino, E. (Elmo), Grossi, E. (Enzo), Boerwinkle, E.A. (Eric), Schadt, E.E. (Eric E.), Ingelsson, E. (Erik), Veglia, F. (Fabrizio), Rivadeneira Ramirez, F. (Fernando), Beutner, F. (Frank), Chauhan, G. (Ganesh), Heiss, G. (Gerardo), Snieder, H. (Harold), Campbell, H. (Harry), Völzke, H. (Henry), Markus, H.S. (Hugh), Deary, I.J. (Ian), Jukema, J.W. (Jan Wouter), Graaf, J. (Jacqueline) de, Price, J. (Jacqueline), Pott, J. (Janne), Hopewell, J., Liang, J. (Jingjing), Thiery, J.P. (Joachim), Engmann, J. (Jorgen), Gertow, K. (Karl), Rice, K.M. (Kenneth), Taylor, K.D. (Kent), Dhana, K. (Klodian), Kiemeney, L.A.L.M. (Lambertus A. L. M.), Kao, W.H.L. (Wen), Raffield, L.M. (Laura M.), Launer, L.J. (Lenore), Holdt, L.M. (Lesca), Dörr, M. (Marcus), Kubisch, C. (Christian), Traylor, M. (Matthew), Sitzer, M. (Matthias), Kumari, M. (Meena), Kivimaki, M. (Mika), Nalls, M.A. (Michael), Melander, O. (Olle), Raitakari, O. (Olli), Franco, O.H. (Oscar), Rueda-Ochoa, O.L. (Oscar), Roussos, A. (Alexandra), Whincup, P.H. (Peter), Amouyel, P. (Philippe), Giral, P. (Philippe), Anugu, P. (Pramod), Wong, Q. (Quenna), Malik, R. (Rainer), Rauramaa, R. (Rainer), Burkhardt, R. (Ralph), Hardy, R. (Rebecca), Schmidt, R. (Reinhold), Mutsert, R. (Reneé) de, Strawbridge, R.J. (Rona), Wannamethee, S.G. (Goya), Hägg, S. (Sara), Shah, S. (Sonia), McLachlan, S. (Stela), Trompet, S. (Stella), Seshadri, S. (Sudha), Kurl, S. (Sudhir), Heckbert, S.R. (Susan), Ring, S.M. (Susan), Harris, T.B. (Tamara B.), Lehtimäki, T. (Terho), Galesloot, T.E. (Tessel), Shah, T. (Tina), Faire, U. (Ulf) de, Plagnol, V. (Vincent), Rosamond, W.D. (Wayne), Post, W.S. (Wendy S.), Zhu, X. (Xiaofeng), Zhang, X. (Xiaoling), Guo, X. (Xiuqing), Saba, Y. (Yasaman), Okada, Y. (Yukinori), Mishra, A. (Aniket), Rutten-Jacobs, L. (Loes), Giese, A.-K. (Anne-Katrin), van der Laan, S.W. (Sander W.), Gretarsdottir, S. (Solveig), Anderson, C.D. (Christopher D.), Chong, M. (Michael), Adams, H.H.H. (Hieab), Ago, T. (Tetsuro), Almgren, P. (Peter), Ay, H. (Hakan), Bartz, T.M. (Traci M.), Benavente, O.R. (Oscar R.), Bevan, S. (Steve), Boncoraglio, G. (Giorgio Battista), Brown, R.D. (Robert D.), Butterworth, A.S. (Adam S.), Carrera, C. (Caty), Carty, C.L. (Cara L.), Chasman, D.I. (Daniel), Chen, W-M., Cole, J.W. (John W.), Cotlarciuc, I. (Ioana), Cruchaga, C. (Carlos), Danesh, J. (John), Bakker, P.I.W. (Paul) de, DeStefano, A.L. (Anita), Hoed, M. (Marcel) den, Duan, Q. (Qing), Engelter, S.T. (Stefan), Falcone, G.J. (Guido J.), Gottesman, R.F. (Rebecca), Grewal, R.P. (Raji P.), Gustafsson, S. (Stefan), Haessler, J. (Jeff), Harris, T.B. (Tamara), Hassan, A. (Ahamad), Havulinna, A.S. (Aki), Holliday, E.G. (Elizabeth), Howard, G. (George), Hsu, F.-C. (Fang-Chi), Hyacinth, H.I. (Hyacinth I.), Ikram, M.A. (Arfan), Irvin, M.R. (Marguerite R.), Jian, X. (Xueqiu), Jimenez-Conde, J. (Jordi), Johnson, J.A. (Julie A.), Jukema, J.W. (J. Wouter), Kanai, M. (Masahiro), Keene, K.L. (Keith), Kissela, B.M. (Brett M.), Kleindorfer, D.O. (Dawn O.), Kooperberg, C. (Charles), Kubo, M. (Michiaki), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Lee, J.-M. (Jin-Moo), Lemmens, R. (Robin), Leys, D. (Didier), Lewis, C.M. (Cathryn), Lin, W.-Y. (Wei-Yu), Lindgren, A.G. (Arne G.), Lorentzen, E. (Erik), Magnusson, P.K. (Patrik), Maguire, J.M. (Jane), Manichaikul, A. (Ani), McArdle, P.F. (Patrick), Meschia, J.F. (James F.), Mosley, T.H. (Thomas H.), Ninomiya, T. (Toshiharu), O’Donnell, M.J. (Martin J.), Pulit, S.L. (Sara), Rannikmäe, K. (Kristiina), Reiner, A.P. (Alexander P.), Rexrode, K. (Kathryn), Rich, S.S. (Stephen), Ridker, P.M. (Paul), Rost, N.S. (Natalia), Rothwell, P.M. (Peter), Rundek, T. (Tatjana), Muir, K.W. (Keith), Sakaue, S. (Saori), Sale, M.M. (Michele M.), Salomaa, V. (Veikko), Sapkota, B.R. (Bishwa R.), Schmidt, C.O. (Carsten O.), Sharma, P. (Pankaj), Slowik, A. (Agnieszka), Sudlow, C. (Cathie), Tanislav, C. (Christian), Tatlisumak, T. (Turgut), Thijs, V. (Vincent), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tiedt, S. (Steffen), Walters, M. (Matthew), Wareham, N.J. (Nick), Wassertheil-Smoller, S. (Sylvia), Wiggins, K.L. (Kerri), Yang, Q. (Qiong Fang), Yusuf, S. (Salim), Pastinen, T. (Tomi), Schadt, E.E. (Eric), Koplev, S. (Simon), Codoni, V. (Veronica), Civelek, M. (Mete), Smith, N.L. (Nicholas), Tregouet, D.-A. (David-Alexandre), Christophersen, I.E. (Ingrid E.), Roselli, C. (Carolina), Lubitz, S.A. (Steven A.), Ellinor, P.T. (Patrick), Tai, E.S. (E. Shyong), Kooner, J.S. (Jaspal S.), Kato, N. (Norihiro), He, J. (Jiang), Harst, P. (Pim) van der, Elliott, P. (Paul), Chambers, J.C. (John C.), Takeuchi, F. (Fumihiko), Johnson, A.D. (Andrew), Sanghera, D.K. (Dharambir K.), Jern, C. (Christina), Strbian, D. (Daniel), Fernandez-Cadenas, I. (Israel), Longstreth Jr, W.T., Rolfs, A. (Arndt), Hata, J. (Jun), Woo, D. (Daniel), Rosand, J. (Jonathan), Pare, G. (Guillame), Saleheen, D. (Danish), Zwart, J-A. (John-Anker), Worrall, B.B. (Bradford B.), Kittner, T. (Thomas), Howson, J.M.M. (Joanna M. M.), Kamatani, Y. (Yoichiro), Dehghan, A. (Abbas), Seldenrijk, K.A. (Kees), Morrison, A.C. (Alanna), Hamsten, A. (Anders), Psaty, B.M. (Bruce), Duijn, C.M. (Cornelia) van, Lawlor, D.A. (Debbie), Mook-Kanamori, D.O. (Dennis O.), Bowden, D.W. (Donald), Schmidt, H. (Helena), Wilson, J.F. (James F.), Wilson, J.F. (James), Rotter, J.I. (Jerome I.), Wardlaw, J.M. (J.), Deanfield, J. (John), Halcox, J. (Julian), Lyytikäinen, L.-P. (Leo-Pekka), Loeffler, M. (Markus), Evans, M.K. (Michele), Debette, S. (Stéphanie), Humphries, S.E. (Steve), Völker, U. (Uwe), Gudnason, V. (Vilmundur), Hingorani, A. (Aroon), Björkegren, J.L.M. (Johan L.M.), Casas, J.P. (Juan), Ódonnell, C.J. (Christopher), Morris, R.W. (Richard), Franceschini, N. (Nora), Giambartolomei, C. (Claudia), Vries, P.S. (Paul) de, Finan, C. (Chris), Bis, J.C. (Joshua), Huntley, R.P. (Rachael P.), Lovering, R.C. (Ruth C.), Tajuddin, S.M. (Salman M.), Winkler, T.W. (Thomas W.), Graff, M. (Misa), Kavousi, M. (Maryam), Dale, C. (Caroline), Smith, A.V. (Albert), Hofer, E. (Edith), Leeuwen, E.M. (Elisa) van, Nolte, I.M. (Ilja), Lu, L. (Lingyi), Scholz, M. (Markus), Sargurupremraj, M. (Muralidharan), Pitkanen, N. (Niina), Franzén, O. (Oscar), Joshi, P.K. (Peter), Noordam, R. (Raymond), Marioni, R.E. (Riccardo), Hwang, S.-J. (Shih-Jen), Musani, S.K. (Solomon K.), Schminke, U. (Ulf), Palmas, W. (Walter), Isaacs, A.J. (Aaron), Correa, D.D., Zonderman, A.B., Hofman, A. (Albert), Teumer, A. (Alexander), Cox, A.J. (Amanda J.), Uitterlinden, A.G. (André), Wong, A. (Andrew), Smit, A.J. (Andries), Newman, A.B. (Anne B.), Britton, A.R., Ruusalepp, A. (Arno), Sennblad, B. (Bengt), Hedblad, B. (Bo), Pasaniuc, B. (Bogdan), Penninx, B.W.J.H. (Brenda), Langefeld, C.D. (Carl D.), Wassel, C.L. (Christina), Tzourio, C. (Christophe), Fava, C. (Cristiano), Baldassarre, D. (Damiano), O’Leary, D.H. (Daniel H.), Teupser, D. (Daniel), Kuh, D. (Diana), Tremoli, E. (Elena), Mannarino, E. (Elmo), Grossi, E. (Enzo), Boerwinkle, E.A. (Eric), Schadt, E.E. (Eric E.), Ingelsson, E. (Erik), Veglia, F. (Fabrizio), Rivadeneira Ramirez, F. (Fernando), Beutner, F. (Frank), Chauhan, G. (Ganesh), Heiss, G. (Gerardo), Snieder, H. (Harold), Campbell, H. (Harry), Völzke, H. (Henry), Markus, H.S. (Hugh), Deary, I.J. (Ian), Jukema, J.W. (Jan Wouter), Graaf, J. (Jacqueline) de, Price, J. (Jacqueline), Pott, J. (Janne), Hopewell, J., Liang, J. (Jingjing), Thiery, J.P. (Joachim), Engmann, J. (Jorgen), Gertow, K. (Karl), Rice, K.M. (Kenneth), Taylor, K.D. (Kent), Dhana, K. (Klodian), Kiemeney, L.A.L.M. (Lambertus A. L. M.), Kao, W.H.L. (Wen), Raffield, L.M. (Laura M.), Launer, L.J. (Lenore), Holdt, L.M. (Lesca), Dörr, M. (Marcus), Kubisch, C. (Christian), Traylor, M. (Matthew), Sitzer, M. (Matthias), Kumari, M. (Meena), Kivimaki, M. (Mika), Nalls, M.A. (Michael), Melander, O. (Olle), Raitakari, O. (Olli), Franco, O.H. (Oscar), Rueda-Ochoa, O.L. (Oscar), Roussos, A. (Alexandra), Whincup, P.H. (Peter), Amouyel, P. (Philippe), Giral, P. (Philippe), Anugu, P. (Pramod), Wong, Q. (Quenna), Malik, R. (Rainer), Rauramaa, R. (Rainer), Burkhardt, R. (Ralph), Hardy, R. (Rebecca), Schmidt, R. (Reinhold), Mutsert, R. (Reneé) de, Strawbridge, R.J. (Rona), Wannamethee, S.G. (Goya), Hägg, S. (Sara), Shah, S. (Sonia), McLachlan, S. (Stela), Trompet, S. (Stella), Seshadri, S. (Sudha), Kurl, S. (Sudhir), Heckbert, S.R. (Susan), Ring, S.M. (Susan), Harris, T.B. (Tamara B.), Lehtimäki, T. (Terho), Galesloot, T.E. (Tessel), Shah, T. (Tina), Faire, U. (Ulf) de, Plagnol, V. (Vincent), Rosamond, W.D. (Wayne), Post, W.S. (Wendy S.), Zhu, X. (Xiaofeng), Zhang, X. (Xiaoling), Guo, X. (Xiuqing), Saba, Y. (Yasaman), Okada, Y. (Yukinori), Mishra, A. (Aniket), Rutten-Jacobs, L. (Loes), Giese, A.-K. (Anne-Katrin), van der Laan, S.W. (Sander W.), Gretarsdottir, S. (Solveig), Anderson, C.D. (Christopher D.), Chong, M. (Michael), Adams, H.H.H. (Hieab), Ago, T. (Tetsuro), Almgren, P. (Peter), Ay, H. (Hakan), Bartz, T.M. (Traci M.), Benavente, O.R. (Oscar R.), Bevan, S. (Steve), Boncoraglio, G. (Giorgio Battista), Brown, R.D. (Robert D.), Butterworth, A.S. (Adam S.), Carrera, C. (Caty), Carty, C.L. (Cara L.), Chasman, D.I. (Daniel), Chen, W-M., Cole, J.W. (John W.), Cotlarciuc, I. (Ioana), Cruchaga, C. (Carlos), Danesh, J. (John), Bakker, P.I.W. (Paul) de, DeStefano, A.L. (Anita), Hoed, M. (Marcel) den, Duan, Q. (Qing), Engelter, S.T. (Stefan), Falcone, G.J. (Guido J.), Gottesman, R.F. (Rebecca), Grewal, R.P. (Raji P.), Gustafsson, S. (Stefan), Haessler, J. (Jeff), Harris, T.B. (Tamara), Hassan, A. (Ahamad), Havulinna, A.S. (Aki), Holliday, E.G. (Elizabeth), Howard, G. (George), Hsu, F.-C. (Fang-Chi), Hyacinth, H.I. (Hyacinth I.), Ikram, M.A. (Arfan), Irvin, M.R. (Marguerite R.), Jian, X. (Xueqiu), Jimenez-Conde, J. (Jordi), Johnson, J.A. (Julie A.), Jukema, J.W. (J. Wouter), Kanai, M. (Masahiro), Keene, K.L. (Keith), Kissela, B.M. (Brett M.), Kleindorfer, D.O. (Dawn O.), Kooperberg, C. (Charles), Kubo, M. (Michiaki), Lange, L.A. (Leslie), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Lee, J.-M. (Jin-Moo), Lemmens, R. (Robin), Leys, D. (Didier), Lewis, C.M. (Cathryn), Lin, W.-Y. (Wei-Yu), Lindgren, A.G. (Arne G.), Lorentzen, E. (Erik), Magnusson, P.K. (Patrik), Maguire, J.M. (Jane), Manichaikul, A. (Ani), McArdle, P.F. (Patrick), Meschia, J.F. (James F.), Mosley, T.H. (Thomas H.), Ninomiya, T. (Toshiharu), O’Donnell, M.J. (Martin J.), Pulit, S.L. (Sara), Rannikmäe, K. (Kristiina), Reiner, A.P. (Alexander P.), Rexrode, K. (Kathryn), Rich, S.S. (Stephen), Ridker, P.M. (Paul), Rost, N.S. (Natalia), Rothwell, P.M. (Peter), Rundek, T. (Tatjana), Muir, K.W. (Keith), Sakaue, S. (Saori), Sale, M.M. (Michele M.), Salomaa, V. (Veikko), Sapkota, B.R. (Bishwa R.), Schmidt, C.O. (Carsten O.), Sharma, P. (Pankaj), Slowik, A. (Agnieszka), Sudlow, C. (Cathie), Tanislav, C. (Christian), Tatlisumak, T. (Turgut), Thijs, V. (Vincent), Thorleifsson, G. (Gudmar), Thorsteinsdottir, U. (Unnur), Tiedt, S. (Steffen), Walters, M. (Matthew), Wareham, N.J. (Nick), Wassertheil-Smoller, S. (Sylvia), Wiggins, K.L. (Kerri), Yang, Q. (Qiong Fang), Yusuf, S. (Salim), Pastinen, T. (Tomi), Schadt, E.E. (Eric), Koplev, S. (Simon), Codoni, V. (Veronica), Civelek, M. (Mete), Smith, N.L. (Nicholas), Tregouet, D.-A. (David-Alexandre), Christophersen, I.E. (Ingrid E.), Roselli, C. (Carolina), Lubitz, S.A. (Steven A.), Ellinor, P.T. (Patrick), Tai, E.S. (E. Shyong), Kooner, J.S. (Jaspal S.), Kato, N. (Norihiro), He, J. (Jiang), Harst, P. (Pim) van der, Elliott, P. (Paul), Chambers, J.C. (John C.), Takeuchi, F. (Fumihiko), Johnson, A.D. (Andrew), Sanghera, D.K. (Dharambir K.), Jern, C. (Christina), Strbian, D. (Daniel), Fernandez-Cadenas, I. (Israel), Longstreth Jr, W.T., Rolfs, A. (Arndt), Hata, J. (Jun), Woo, D. (Daniel), Rosand, J. (Jonathan), Pare, G. (Guillame), Saleheen, D. (Danish), Zwart, J-A. (John-Anker), Worrall, B.B. (Bradford B.), Kittner, T. (Thomas), Howson, J.M.M. (Joanna M. M.), Kamatani, Y. (Yoichiro), Dehghan, A. (Abbas), Seldenrijk, K.A. (Kees), Morrison, A.C. (Alanna), Hamsten, A. (Anders), Psaty, B.M. (Bruce), Duijn, C.M. (Cornelia) van, Lawlor, D.A. (Debbie), Mook-Kanamori, D.O. (Dennis O.), Bowden, D.W. (Donald), Schmidt, H. (Helena), Wilson, J.F. (James F.), Wilson, J.F. (James), Rotter, J.I. (Jerome I.), Wardlaw, J.M. (J.), Deanfield, J. (John), Halcox, J. (Julian), Lyytikäinen, L.-P. (Leo-Pekka), Loeffler, M. (Markus), Evans, M.K. (Michele), Debette, S. (Stéphanie), Humphries, S.E. (Steve), Völker, U. (Uwe), Gudnason, V. (Vilmundur), Hingorani, A. (Aroon), Björkegren, J.L.M. (Johan L.M.), Casas, J.P. (Juan), Ódonnell, C.J. (Christopher), and Morris, R.W. (Richard)
Abstract: Carotid artery intima media thickness (cIMT) and carotid plaque are measures of subclinical atherosclerosis associated with ischemic stroke and coronary heart disease (CHD). Here, we undertake meta-analyses of genome-wide association studies (GWAS) in 71,128 individuals for cIMT, and 48,434 individuals for carotid plaque traits. We identify eight novel susceptibility loci for cIMT, one independent association at the previously-identified PINX1 locus, and one novel locus for carotid plaque. Colocalization analysis with nearby vascular expression quantitative loci (cis-eQTLs) derived from arterial wall and metabolic tissues obtained from patients with CHD identifies candidate genes at two potentially additional loci, ADAMTS9 and LOXL4. LD score regression reveals significant genetic correlations between cIMT and plaque traits, and both cIMT and plaque with CHD, any stroke subtype and ischemic stroke. Our study provides insights into genes and tissue-specific regulatory mechanisms linking atherosclerosis both to its functional genomic origins and its clinical consequences in humans.
Published: 2018
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14. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K i

Author: Feitosa, M.F. (Mary Furlan), Kraja, A. (Aldi), Chasman, D.I. (Daniel), Sung, Y.J. (Yun J.), Winkler, T.W. (Thomas W.), Ntalla, I. (Ioanna), Guo, X. (Xiuqing), Franceschini, N. (Nora), Cheng, C.-Y. (Ching-Yu), Sim, X. (Xueling), Vojinović, D. (Dina), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Li, C. (Changwei), Bentley, A.R. (Amy), Brown, M.R., Schwander, K., Richard, M.A. (Melissa A.), Noordam, R. (Raymond), Aschard, H. (Hugues), Bartz, T.M. (Traci M.), Bielak, L.F. (Lawrence F.), Dorajoo, R. (Rajkumar), Fisher, V. (Virginia), Hartwig, F.P. (Fernando P.), Horimoto, A.R.V.R. (Andrea R. V.R.), Lohman, K.K. (Kurt K.), Manning, A.K. (Alisa), Rankinen, T. (Tuomo), Smith, A.V. (Albert), Tajuddin, S.M. (Salman M.), Wojczynski, M.K. (Mary ), Alver, M. (Maris), Boissel, M. (Mathilde), Cai, Q. (Qiuyin), Campbell, A. (Archie), Chai, J.F. (Jin Fang), Chen, X. (Xu), Divers, J. (Jasmin), Gao, C. (Chuan), Goel, A. (Anuj), Hagemeijer, Y. (Yanick), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Kähönen, M. (Mika), Kasturiratne, A. (Anuradhani), Komulainen, P. (Pirjo), Kuhnel, B. (Brigitte), Laguzzi, F. (Federica), Luan, J., Matoba, N. (Nana), Nolte, I.M. (Ilja), Padmanabhan, S. (Sandosh), Riaz, M. (Muhammad), Rueedi, R. (Rico), Robino, A. (Antonietta), Said, M.A. (M. Abdullah), Scott, R.A. (Robert), Sofer, T. (Tamar), Stancáková, A. (Alena), Takeuchi, F. (Fumihiko), Tayo, B. (Bamidele), Most, P.J. (Peter) van der, Varga, T.V. (Tibor V.), Vitart, V. (Veronique), Wang, Y. (Yajuan), Ware, E.B. (Erin B.), Warren, H. (Helen), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Afaq, S. (Saima), Amin, N. (Najaf), Amini, M. (Marzyeh), Arking, D.E. (Dan), Aung, T. (Tin), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Broeckel, U. (Ulrich), Brown, M. (Morris), Brumat, M. (Marco), Burke, G.L. (Greg), Canouil, M. (Mickaël), Chakravarti, A. (Aravinda), Charumathi, S. (Sabanayagam), Chen, Y.D.I. (Yii-Der Ida), Connell, J.M. (John M.), Correa, D.D., De Las Fuentes, L. (Lisa), Mutsert, R. (Reneé) de, De Silva, H.J. (H. Janaka), Deng, X. (Xuan), Ding, J. (Jingzhong), Duan, Q. (Qing), Eaton, C.B. (Charles B.), Ehret, G. (Georg), Eppinga, R.N. (Ruben N.), Evangelou, E. (Evangelos), Faul, J.D. (Jessica D.), Felix, S.B. (Stephan B.), Forouhi, N.G. (Nita), Forrester, T. (Terrence), Franco, O.H. (Oscar), Friedlander, Y. (Yechiel), Gandin, I. (Ilaria), Gao, H. (He), Ghanbari, M. (Mohsen), Gigante, B. (Bruna), Gu, C. (Charles), Gu, D. (Dongfeng), Hagenaars, S. (Saskia), Hallmans, G. (Göran), Harris, T.B. (Tamara), He, J. (Jiang), Heikkinen, S. (Sami), Heng, C.K. (Chew-Kiat), Hirata, M. (Makoto), Howard, B.V. (Barbara V.), Ikram, M.K. (Kamran), John, U. (Ulrich), Katsuya, T. (Tomohiro), Khor, C.C., Kilpeläinen, T.O. (Tuomas), Koh, W.-P. (Woon-Puay), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lewis, C.E. (Cora E.), Li, Y. (Yize), Lin, S. (Shiow), Liu, J. (Jianjun), Liu, J. (Jingmin), Loh, M. (Marie), Louie, T. (Tin), Mägi, R. (Reedik), McKenzie, C.A. (Colin), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mohlke, K.L. (Karen), Momozawa, Y. (Yukihide), Nalls, M.A. (Michael), Nelson, C.P. (Christopher P.), Sotoodehnia, N. (Nona), Norris, J.M. (Jill M.), O´Connell, J.R., Palmer, N.D. (Nicholette), Perls, T.T. (Thomas T.), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Poulter, N.R. (Neil), Raffel, L.J. (Leslie J.), Raitakari, O. (Olli), Roll, K. (Kathryn), Rose, L.M. (Lynda M.), Rosendaal, F.R. (Frits), Rotter, J.I. (Jerome I.), Schmidt, C.O. (Carsten Oliver), Schreiner, P.J. (Pamela), Schupf, N. (Nicole), Scott, W.R. (William R.), Sever, P. (Peter), Shi, Y. (Yuan), Sidney, S. (Stephen), Sims, M. (Mario), Sitlani, C.M. (Colleen), Smith, J.A. (Jennifer A), Snieder, H. (Harold), Starr, J.M. (John), Strauch, K. (Konstantin), Stringham, H.M. (Heather M.), Tan, N.Y.Q. (Nicholas Y.Q.), Tang, H. (Hua), Taylor, K.D. (Kent), Teo, Y.Y. (Yik Ying), Tham, Y.C. (Yih Chung), Turner, S.T. (Stephen T.), Uitterlinden, A.G. (André), Vollenweider, P. (Peter), Waldenberger, M. (Melanie), Wang, L. (Lihua), Wang, Y.X. (Ya Xing), Wei, W.B. (Wen Bin), Williams, C. (Christine), Yao, J. (Jie), Yu, C. (Caizheng), Yuan, J.-M. (Jian-Min), Zhao, W. (Wei), Zonderman, A.B., Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, D.W. (Donald W.), Chambers, J.C. (John C.), Deary, I.J. (Ian), Esko, T. (Tõnu), Farrall, M. (Martin), Franks, P.W. (Paul W.), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Jonas, J.B. (Jost Bruno), Kamatani, Y. (Yoichiro), Kato, N. (Norihiro), Kooner, J.S. (Jaspal S.), Kutalik, Z. (Zoltán), Laakso, M. (Markku), Laurie, C.C. (Cathy C.), Leander, K. (Karin), Lehtimäki, T. (Terho), Magnusson, P.K. (Patrik), Oldehinkel, A.J. (Albertine), Penninx, B.W.J.H. (Brenda), Polasek, O. (Ozren), Porteous, D.J. (David J.), Rauramaa, R. (Rainer), Samani, N.J. (Nilesh J.), Scott, J. (James), Shu, X.-O. (Xiao-Ou), Van Der Harst, P. (Pim), Wagenknecht, L.E. (Lynne), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weir, D.R. (David R.), Wickremasinghe, A.R. (Ananda), Wu, T. (Tangchun), Zheng, W. (Wei), Bouchard, C. (Claude), Christensen, K. (Kaare), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Horta, B.L. (Bernardo L.), Kardia, S.L.R. (Sharon L.R.), Liu, Y. (YongMei), Pereira, A.C. (Alexandre C.), Psaty, B.M. (Bruce M.), Ridker, P.M. (Paul), Dam, R.M. (Rob) van, Gauderman, W.J. (W James), Zhu, X. (Xiaofeng), Mook-Kanamori, D.O. (Dennis O.), Fornage, M. (Myriam), Rotimi, C. (Charles), Cupples, L.A. (Adrienne), Kelly, T.N. (Tanika N.), Fox, E.R. (Ervin), Hayward, C. (Caroline), Duijn, C.M. (Cornelia) van, Tai, E.S. (E. Shyong), Wong, T.Y. (Tien Yin), Kooperberg, C. (Charles), Palmas, W. (Walter), Rice, K.M. (Kenneth), Morrison, A.C. (Alanna), Elliott, P. (Paul), Caulfield, M. (Mark), Munroe, P. (Patricia), Rao, D.C. (Dabeeru C.), Province, M.A. (Mike), Levy, D. (Daniel), Feitosa, M.F. (Mary Furlan), Kraja, A. (Aldi), Chasman, D.I. (Daniel), Sung, Y.J. (Yun J.), Winkler, T.W. (Thomas W.), Ntalla, I. (Ioanna), Guo, X. (Xiuqing), Franceschini, N. (Nora), Cheng, C.-Y. (Ching-Yu), Sim, X. (Xueling), Vojinović, D. (Dina), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Li, C. (Changwei), Bentley, A.R. (Amy), Brown, M.R., Schwander, K., Richard, M.A. (Melissa A.), Noordam, R. (Raymond), Aschard, H. (Hugues), Bartz, T.M. (Traci M.), Bielak, L.F. (Lawrence F.), Dorajoo, R. (Rajkumar), Fisher, V. (Virginia), Hartwig, F.P. (Fernando P.), Horimoto, A.R.V.R. (Andrea R. V.R.), Lohman, K.K. (Kurt K.), Manning, A.K. (Alisa), Rankinen, T. (Tuomo), Smith, A.V. (Albert), Tajuddin, S.M. (Salman M.), Wojczynski, M.K. (Mary ), Alver, M. (Maris), Boissel, M. (Mathilde), Cai, Q. (Qiuyin), Campbell, A. (Archie), Chai, J.F. (Jin Fang), Chen, X. (Xu), Divers, J. (Jasmin), Gao, C. (Chuan), Goel, A. (Anuj), Hagemeijer, Y. (Yanick), Harris, S.E. (Sarah), He, M. (Meian), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Kähönen, M. (Mika), Kasturiratne, A. (Anuradhani), Komulainen, P. (Pirjo), Kuhnel, B. (Brigitte), Laguzzi, F. (Federica), Luan, J., Matoba, N. (Nana), Nolte, I.M. (Ilja), Padmanabhan, S. (Sandosh), Riaz, M. (Muhammad), Rueedi, R. (Rico), Robino, A. (Antonietta), Said, M.A. (M. Abdullah), Scott, R.A. (Robert), Sofer, T. (Tamar), Stancáková, A. (Alena), Takeuchi, F. (Fumihiko), Tayo, B. (Bamidele), Most, P.J. (Peter) van der, Varga, T.V. (Tibor V.), Vitart, V. (Veronique), Wang, Y. (Yajuan), Ware, E.B. (Erin B.), Warren, H. (Helen), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Afaq, S. (Saima), Amin, N. (Najaf), Amini, M. (Marzyeh), Arking, D.E. (Dan), Aung, T. (Tin), Boerwinkle, E. (Eric), Borecki, I.B. (Ingrid), Broeckel, U. (Ulrich), Brown, M. (Morris), Brumat, M. (Marco), Burke, G.L. (Greg), Canouil, M. (Mickaël), Chakravarti, A. (Aravinda), Charumathi, S. (Sabanayagam), Chen, Y.D.I. (Yii-Der Ida), Connell, J.M. (John M.), Correa, D.D., De Las Fuentes, L. (Lisa), Mutsert, R. (Reneé) de, De Silva, H.J. (H. Janaka), Deng, X. (Xuan), Ding, J. (Jingzhong), Duan, Q. (Qing), Eaton, C.B. (Charles B.), Ehret, G. (Georg), Eppinga, R.N. (Ruben N.), Evangelou, E. (Evangelos), Faul, J.D. (Jessica D.), Felix, S.B. (Stephan B.), Forouhi, N.G. (Nita), Forrester, T. (Terrence), Franco, O.H. (Oscar), Friedlander, Y. (Yechiel), Gandin, I. (Ilaria), Gao, H. (He), Ghanbari, M. (Mohsen), Gigante, B. (Bruna), Gu, C. (Charles), Gu, D. (Dongfeng), Hagenaars, S. (Saskia), Hallmans, G. (Göran), Harris, T.B. (Tamara), He, J. (Jiang), Heikkinen, S. (Sami), Heng, C.K. (Chew-Kiat), Hirata, M. (Makoto), Howard, B.V. (Barbara V.), Ikram, M.K. (Kamran), John, U. (Ulrich), Katsuya, T. (Tomohiro), Khor, C.C., Kilpeläinen, T.O. (Tuomas), Koh, W.-P. (Woon-Puay), Krieger, J.E. (José), Kritchevsky, S.B. (Stephen), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lewis, C.E. (Cora E.), Li, Y. (Yize), Lin, S. (Shiow), Liu, J. (Jianjun), Liu, J. (Jingmin), Loh, M. (Marie), Louie, T. (Tin), Mägi, R. (Reedik), McKenzie, C.A. (Colin), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mohlke, K.L. (Karen), Momozawa, Y. (Yukihide), Nalls, M.A. (Michael), Nelson, C.P. (Christopher P.), Sotoodehnia, N. (Nona), Norris, J.M. (Jill M.), O´Connell, J.R., Palmer, N.D. (Nicholette), Perls, T.T. (Thomas T.), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Poulter, N.R. (Neil), Raffel, L.J. (Leslie J.), Raitakari, O. (Olli), Roll, K. (Kathryn), Rose, L.M. (Lynda M.), Rosendaal, F.R. (Frits), Rotter, J.I. (Jerome I.), Schmidt, C.O. (Carsten Oliver), Schreiner, P.J. (Pamela), Schupf, N. (Nicole), Scott, W.R. (William R.), Sever, P. (Peter), Shi, Y. (Yuan), Sidney, S. (Stephen), Sims, M. (Mario), Sitlani, C.M. (Colleen), Smith, J.A. (Jennifer A), Snieder, H. (Harold), Starr, J.M. (John), Strauch, K. (Konstantin), Stringham, H.M. (Heather M.), Tan, N.Y.Q. (Nicholas Y.Q.), Tang, H. (Hua), Taylor, K.D. (Kent), Teo, Y.Y. (Yik Ying), Tham, Y.C. (Yih Chung), Turner, S.T. (Stephen T.), Uitterlinden, A.G. (André), Vollenweider, P. (Peter), Waldenberger, M. (Melanie), Wang, L. (Lihua), Wang, Y.X. (Ya Xing), Wei, W.B. (Wen Bin), Williams, C. (Christine), Yao, J. (Jie), Yu, C. (Caizheng), Yuan, J.-M. (Jian-Min), Zhao, W. (Wei), Zonderman, A.B., Becker, D.M. (Diane), Boehnke, M. (Michael), Bowden, D.W. (Donald W.), Chambers, J.C. (John C.), Deary, I.J. (Ian), Esko, T. (Tõnu), Farrall, M. (Martin), Franks, P.W. (Paul W.), Freedman, B.I. (Barry), Froguel, P. (Philippe), Gasparini, P. (Paolo), Gieger, C. (Christian), Jonas, J.B. (Jost Bruno), Kamatani, Y. (Yoichiro), Kato, N. (Norihiro), Kooner, J.S. (Jaspal S.), Kutalik, Z. (Zoltán), Laakso, M. (Markku), Laurie, C.C. (Cathy C.), Leander, K. (Karin), Lehtimäki, T. (Terho), Magnusson, P.K. (Patrik), Oldehinkel, A.J. (Albertine), Penninx, B.W.J.H. (Brenda), Polasek, O. (Ozren), Porteous, D.J. (David J.), Rauramaa, R. (Rainer), Samani, N.J. (Nilesh J.), Scott, J. (James), Shu, X.-O. (Xiao-Ou), Van Der Harst, P. (Pim), Wagenknecht, L.E. (Lynne), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weir, D.R. (David R.), Wickremasinghe, A.R. (Ananda), Wu, T. (Tangchun), Zheng, W. (Wei), Bouchard, C. (Claude), Christensen, K. (Kaare), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Horta, B.L. (Bernardo L.), Kardia, S.L.R. (Sharon L.R.), Liu, Y. (YongMei), Pereira, A.C. (Alexandre C.), Psaty, B.M. (Bruce M.), Ridker, P.M. (Paul), Dam, R.M. (Rob) van, Gauderman, W.J. (W James), Zhu, X. (Xiaofeng), Mook-Kanamori, D.O. (Dennis O.), Fornage, M. (Myriam), Rotimi, C. (Charles), Cupples, L.A. (Adrienne), Kelly, T.N. (Tanika N.), Fox, E.R. (Ervin), Hayward, C. (Caroline), Duijn, C.M. (Cornelia) van, Tai, E.S. (E. Shyong), Wong, T.Y. (Tien Yin), Kooperberg, C. (Charles), Palmas, W. (Walter), Rice, K.M. (Kenneth), Morrison, A.C. (Alanna), Elliott, P. (Paul), Caulfield, M. (Mark), Munroe, P. (Patricia), Rao, D.C. (Dabeeru C.), Province, M.A. (Mike), and Levy, D. (Daniel)
Abstract: Heavy alcohol consumption is an established risk factor for hypertension; the mechanism by which alcohol consumption impact blood pressure (BP) regulation remains unknown. We hypothesized that a genome-wide association study accounting for gene-alcohol consumption interaction for BP might identify additional BP loci and contribute to the understanding of alcohol-related BP regulation. We conducted a large two-stage investigation incorporating joint testing of main genetic effects and single nucleotide variant (SNV)-alcohol consumption interactions. In Stage 1, genome-wide discovery meta-analyses in ≈131K individuals across several ancestry groups yielded 3, 514 SNVs (245 loci) with suggestive evidence of association (P < 1.0 × 10-5). In Stage 2, these SNVs were tested for independent external replication in ≈440K individuals across multiple ancestries. We identified and replicated (at Bonferroni correction threshold) five novel BP loci (380 SNVs in 21 genes) and 49 previously reported BP loci (2, 159 SNVs in 109 genes) in European ancestry, and in multi-ancestry meta-analyses (P < 5.0 × 10-8). For African ancestry samples, we detected 18 potentially novel BP loci (P < 5.0 × 10-8) in Stage 1 that warrant further replication. Additionally, correlated meta-analysis identified eight novel BP loci (11 genes). Several genes in these loci (e.g., PINX1, GATA4, BLK, FTO and GABBR2) have been previously reported to be associated with alcohol consumption. These findings provide insights into the role of alcohol consumption in the genetic architecture of hypertension.
Published: 2018
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15. Age at first birth in women is genetically associated with increased risk of schizophrenia

Author: Ni, G. (Guiyan), Gratten, J. (Jacob), Wray, N.R. (Naomi R.), Lee, S.H. (Sang Hong), Ripke, S. (Stephan), Neale, B.M. (Benjamin), Corvin, A. (Aiden), Walters, J.T. (James), Farh, K.-H. (Kai-How), Holmans, P.A. (Peter A.), Lee, P.H. (Phil H.), Bulik-Sullivan, B.K. (Brendan), Collier, D.A. (David), Huang, H. (Hailiang), Pers, T.H. (Tune), Agartz, I. (Ingrid), Agerbo, E. (Esben), Albus, M. (Margot), Alexander, M. (Madeline), Amin, F. (Farooq), Bacanu, S.A. (Silviu), Begemann, M. (Martin), Belliveau, R.A. (Richard A.), Bene, J. (Judit), Bergen, S.E. (Sarah), Bevilacqua, E. (Elizabeth), Bigdeli, T.B. (Tim B.), Black, D.W. (Donald), Bruggeman, R. (Richard), Buccola, N.G. (Nancy G), Buckner, M., Byerley, W.F. (William F), Cahn, W. (Wiepke), Cai, G. (Guiqing), Campion, D. (Dominique), Cantor, R.M., Carr, V.J. (Vaughan J.), Carrera, N. (Noa), Catts, S.V. (Stanley), Chambert, K. (Kimberly), Chan, R.C.K. (Raymond C. K.), Chen, R.Y.L. (Ronald Y.), Chen, E.Y.H. (Eric Y. H.), Cheng, W. (Wei), Cheung, E.F.C. (Eric F. C.), Chong, S.A. (Siow Ann), Cloninger, C.R. (C Robert), Cohen, D.J. (David J.), Cohen, N. (Nadine), Cormican, P. (Paul), Craddock, N.J. (Nick), Crowley, J.J. (James), Curtis, D. (David), Davidson, M.W. (Michael ), Davis, K.L. (Kenneth), Degenhardt, F., Del-Favero, J. (Jurgen), Demontis, D. (Ditte), Dikeos, D. (Dimitris), Dinan, T. (Timothy), Djurovic, S. (Srdjan), Donohoe, D.J. (Dennis), Drapeau, E. (Elodie), Duan, J. (Jubao), Dudbridge, F. (Frank), Durmishi, N. (Naser), Eichhammer, P. (Peter), Hagen, K. (Knut), Escott-Price, V. (Valentina), Essioux, L. (Laurent), Fanous, A.H. (Ayman H.), Farrell, M.S. (Martilias), Frank, J. (Josef), Franke, L. (Lude), Freedman, R. (Robert), Freimer, N.B. (Nelson), Friedl, M., Friedman, J.I. (Joseph), Fromer, M. (Menachem), Genovese, G. (Giulio), Georgieva, I. (Irina), Giegling, I. (Ina), Giusti-Rodríguez, P. (Paola), Godard, S. (Stephanie), Goldstein, J.I. (Jacqueline), Golimbet, V. (Vera), Gopal, R. (Robin), Haan, L. (Lieuwe) de, Hammer, C. (Christian), Hamshere, M.L. (Marian), Hansen, M. (Mark), Hansen, T. (Thomas), Haroutunian, V. (Vahram), Hartmann, A.M. (Annette M.), Henskens, F.A. (Frans), Herms, S. (Stefan), Hirschhorn, J.N. (Joel), Hoffmann, P. (Per), Hofman, A. (Andrea), Hollegaard, M.V. (Mads V), Hougaard, D.M. (David), Ikeda, M. (Masashi), Joa, I. (Inge), Juliá, A. (Antonio), Kahn, R. (René), Kalaydjieva, L. (Luba), Karachanak-Yankova, S. (Sena), Karjalainen, J. (Juha), Kavanagh, D. (David), Keller, M.C. (Matthew C), Kennedy, J.L., Khrunin, A. (Andrey), Kim, Y. (Yunjung), Klovins, J. (Janis), Knowles, J.A. (James A), Konte, B. (Bettina), Kučinskas, V. (Vaidutis), Kucinskiene, Z.A. (Zita Ausrele), Kuzelova-Ptackova, H. (Hana), Kähler, J. (Jan), Laurent, C. (Camille), Keong, J.L.C. (Jimmy Lee Chee), Legge, S.E. (Sophie), Lerer, B. (Bernard), Li, M. (Miaoxin), Li, T. (Tao), Liang, K.-Y. (Kung-Yee), Lieberman, A.P. (Andrew), Limborska, S. (Svetlana), Loughland, C.M. (Carmel), Lubinski, J. (Jan), Lönnqvist, J. (Jouko), Macek, M. (Milan MI), Magnusson, P.K. (Patrik), Maher, B.S. (Brion), Maier, W. (Wolfgang), Mallet, V. (Vincent), Marsal, S. (Sara), Mattheisen, M. (Manuel), Mattingsdal, M. (Morten), McCarley, R.W. (Robert), McDonald, C. (Colm), McIntosh, A.M. (Andrew), Meier, S., Meijer, C. (Carin), Melegh, B. (Bela), Melle, I. (Ingrid), Mesholam-Gately, R.I. (Raquelle), Metspalu, A. (Andres), Michie, P.T. (Patricia), Milani, L. (Lili), Milanova, V. (Vihra), Mokrab, Y. (Younes), Morris, D.W. (Derek W.), Mors, O., Murphy, K.C. (Kieran), Murray, R. (Robin), Myin-Germeys, I. (Inez), Müller-Myhsok, B. (B.), Nelis, M. (Mari), Nenadic, I. (Igor), Nertney, D.A. (Deborah), Nestadt, G. (Gerald), Nicodemus, K.K. (Kristin), Nikitina-Zake, L. (Liene), Nisenbaum, L. (Laura), Nordin, A. (Annelie), O'Callaghan, E. (Eadbhard), O'Dushlaine, C. (Colm), O'neill, F.A. (F. Anthony), Oh, S.-Y. (Sang-Yun), Olincy, A. (Ann), Olsen, L. (Line), Os, J.V. (Jim Van), Pantelis, C. (Christos), Papadimitriou, G.N. (George), Papiol, S. (Sergi), Parkhomenko, E. (Elena), Pato, C. (Carlos), Paunio, T. (Tiina), Pejovic-Milovancevic, M. (Milica), Perkins, D.O. (Diana O.), Pietiläinen, O.P.H. (Olli), Pimm, J. (Jonathan), Pocklington, A.J. (Andrew), Powell, J. (John), Price, A. (Alkes), Pulver, A.E. (Ann), Purcell, S.M. (Shaun M.), Quested, D.J. (Digby J), Rasmussen, H.B. (Henrik B), Reichenberg, A. (Abraham), Reimers, B. (Bernhard), Richards, A. (Alex), Roffman, J.L. (Joshua), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Schall, J.D. (Jeffrey), Schubert, C.R. (Christian R.), Schulze, T.G. (Thomas), Schwab, S.G. (Sibylle G.), Scolnick, E. (Edward), Scott, R.J. (Rodney J.), Seidman, L.J. (Larry), Shi, J. (Jianxin), Sigurdsson, E. (Engilbert), Silagadze, T. (Teimuraz), Silverman, J.M. (Jeremy M.), Sim, K. (Kang), Slominsky, P. (Petr), Smoller, J.W., So, H.-C. (Hon-Cheong), Spencer, C.C.A. (Chris C.), Stahl, E.A. (Eli A.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Stogmann, E. (Elisabeth), Straub, R.E. (Richard), Strengman, E. (Eric), Strohmaier, J. (Jana), Stroup, T.S. (T. Scott), Subramaniam, V. (Venkat), Suvisaari, J. (Jaana), Svrakic, D.M. (Dragan), Szatkiewicz, J.P. (Jin P.), Söderman, E. (Erik), Thirumalai, S. (Srinivasa), Toncheva, D. (Draga), Tosato, S. (Sarah), Veijola, J. (Juha), Waddington, J. (John), Walsh, D. (Dermot), Wang, D. (Dai), Wang, Q. (Qiang), Webb, B.T. (Bradley T.), Weiser, M. (Mark), Wildenauer, D.B. (Dieter), Williams, N.M. (Nigel M.), Williams, S. (Stephanie), Witt, S.H. (Stephanie H), Wolen, A.R. (Aaron), Wong, E.H.M. (Emily H.M.), Wormley, B.K. (Brandon K.), Xi, H.S. (Hualin Simon), Zai, C.C. (Clement C.), Zheng, X. (Xuebin), Zimprich, F. (Fritz), Zwart, J-A. (John-Anker), Visscher, P.M. (Peter), Adolfsson, R., Andreassen, O.A. (Ole), Blackwood, D.H.R. (Douglas), Bramon, E. (Elvira), Buxbaum, J.D. (Joseph D.), Borglum, A.D. (Anders), Cichon, S. (Sven), Darvasi, A. (Ariel), Domenici, E. (Enrico), Ehrenreich, H. (Hannelore), Esko, T. (Tõnu), Gejman, P.V. (Pablo), Gill, M. (Michael), Gurling, H. (Hugh), Hultman, C.M. (Christina), Iwata, N. (Nakao), Jablensky, A. (Assen), Jönsson, E.G. (Erik), Kendler, K. (K.), Kirov, G. (George), Knight, J. (Jo), Lencz, T. (Todd), Levinson, D.F. (Douglas F.), Li, Q.S. (Qingqin S.), Liu, J. (Jianjun), Malhotra, A.K. (Anil K), McCarroll, S.A. (Steve), McQuillin, A. (Andrew), Moran, J.L. (Jennifer L.), Mortensen, P.B., Mowry, B.J. (Bryan J), Nöthen, M.M. (Markus), Ophoff, R.A. (Roel), Owen, M.J. (Michael), Palotie, A. (Aarno), Petryshen, T.L. (Tracey L.), Posthuma, D. (Danielle), Rietschel, M. (Marcella), Riley, B.P. (Brien P.), Rujescu, D. (Dan), Sham, P.C. (Pak C.), Sklar, P. (Pamela), Clair, D.S., Weinberger, D.R. (Daniel), Wendland, A. (Annika), Werge, T.M. (Thomas), Daly, M.J. (Mark J.), Sullivan, P.F. (Patrick), O'donovan, M.C. (Michael), Ni, G. (Guiyan), Gratten, J. (Jacob), Wray, N.R. (Naomi R.), Lee, S.H. (Sang Hong), Ripke, S. (Stephan), Neale, B.M. (Benjamin), Corvin, A. (Aiden), Walters, J.T. (James), Farh, K.-H. (Kai-How), Holmans, P.A. (Peter A.), Lee, P.H. (Phil H.), Bulik-Sullivan, B.K. (Brendan), Collier, D.A. (David), Huang, H. (Hailiang), Pers, T.H. (Tune), Agartz, I. (Ingrid), Agerbo, E. (Esben), Albus, M. (Margot), Alexander, M. (Madeline), Amin, F. (Farooq), Bacanu, S.A. (Silviu), Begemann, M. (Martin), Belliveau, R.A. (Richard A.), Bene, J. (Judit), Bergen, S.E. (Sarah), Bevilacqua, E. (Elizabeth), Bigdeli, T.B. (Tim B.), Black, D.W. (Donald), Bruggeman, R. (Richard), Buccola, N.G. (Nancy G), Buckner, M., Byerley, W.F. (William F), Cahn, W. (Wiepke), Cai, G. (Guiqing), Campion, D. (Dominique), Cantor, R.M., Carr, V.J. (Vaughan J.), Carrera, N. (Noa), Catts, S.V. (Stanley), Chambert, K. (Kimberly), Chan, R.C.K. (Raymond C. K.), Chen, R.Y.L. (Ronald Y.), Chen, E.Y.H. (Eric Y. H.), Cheng, W. (Wei), Cheung, E.F.C. (Eric F. C.), Chong, S.A. (Siow Ann), Cloninger, C.R. (C Robert), Cohen, D.J. (David J.), Cohen, N. (Nadine), Cormican, P. (Paul), Craddock, N.J. (Nick), Crowley, J.J. (James), Curtis, D. (David), Davidson, M.W. (Michael ), Davis, K.L. (Kenneth), Degenhardt, F., Del-Favero, J. (Jurgen), Demontis, D. (Ditte), Dikeos, D. (Dimitris), Dinan, T. (Timothy), Djurovic, S. (Srdjan), Donohoe, D.J. (Dennis), Drapeau, E. (Elodie), Duan, J. (Jubao), Dudbridge, F. (Frank), Durmishi, N. (Naser), Eichhammer, P. (Peter), Hagen, K. (Knut), Escott-Price, V. (Valentina), Essioux, L. (Laurent), Fanous, A.H. (Ayman H.), Farrell, M.S. (Martilias), Frank, J. (Josef), Franke, L. (Lude), Freedman, R. (Robert), Freimer, N.B. (Nelson), Friedl, M., Friedman, J.I. (Joseph), Fromer, M. (Menachem), Genovese, G. (Giulio), Georgieva, I. (Irina), Giegling, I. (Ina), Giusti-Rodríguez, P. (Paola), Godard, S. (Stephanie), Goldstein, J.I. (Jacqueline), Golimbet, V. (Vera), Gopal, R. (Robin), Haan, L. (Lieuwe) de, Hammer, C. (Christian), Hamshere, M.L. (Marian), Hansen, M. (Mark), Hansen, T. (Thomas), Haroutunian, V. (Vahram), Hartmann, A.M. (Annette M.), Henskens, F.A. (Frans), Herms, S. (Stefan), Hirschhorn, J.N. (Joel), Hoffmann, P. (Per), Hofman, A. (Andrea), Hollegaard, M.V. (Mads V), Hougaard, D.M. (David), Ikeda, M. (Masashi), Joa, I. (Inge), Juliá, A. (Antonio), Kahn, R. (René), Kalaydjieva, L. (Luba), Karachanak-Yankova, S. (Sena), Karjalainen, J. (Juha), Kavanagh, D. (David), Keller, M.C. (Matthew C), Kennedy, J.L., Khrunin, A. (Andrey), Kim, Y. (Yunjung), Klovins, J. (Janis), Knowles, J.A. (James A), Konte, B. (Bettina), Kučinskas, V. (Vaidutis), Kucinskiene, Z.A. (Zita Ausrele), Kuzelova-Ptackova, H. (Hana), Kähler, J. (Jan), Laurent, C. (Camille), Keong, J.L.C. (Jimmy Lee Chee), Legge, S.E. (Sophie), Lerer, B. (Bernard), Li, M. (Miaoxin), Li, T. (Tao), Liang, K.-Y. (Kung-Yee), Lieberman, A.P. (Andrew), Limborska, S. (Svetlana), Loughland, C.M. (Carmel), Lubinski, J. (Jan), Lönnqvist, J. (Jouko), Macek, M. (Milan MI), Magnusson, P.K. (Patrik), Maher, B.S. (Brion), Maier, W. (Wolfgang), Mallet, V. (Vincent), Marsal, S. (Sara), Mattheisen, M. (Manuel), Mattingsdal, M. (Morten), McCarley, R.W. (Robert), McDonald, C. (Colm), McIntosh, A.M. (Andrew), Meier, S., Meijer, C. (Carin), Melegh, B. (Bela), Melle, I. (Ingrid), Mesholam-Gately, R.I. (Raquelle), Metspalu, A. (Andres), Michie, P.T. (Patricia), Milani, L. (Lili), Milanova, V. (Vihra), Mokrab, Y. (Younes), Morris, D.W. (Derek W.), Mors, O., Murphy, K.C. (Kieran), Murray, R. (Robin), Myin-Germeys, I. (Inez), Müller-Myhsok, B. (B.), Nelis, M. (Mari), Nenadic, I. (Igor), Nertney, D.A. (Deborah), Nestadt, G. (Gerald), Nicodemus, K.K. (Kristin), Nikitina-Zake, L. (Liene), Nisenbaum, L. (Laura), Nordin, A. (Annelie), O'Callaghan, E. (Eadbhard), O'Dushlaine, C. (Colm), O'neill, F.A. (F. Anthony), Oh, S.-Y. (Sang-Yun), Olincy, A. (Ann), Olsen, L. (Line), Os, J.V. (Jim Van), Pantelis, C. (Christos), Papadimitriou, G.N. (George), Papiol, S. (Sergi), Parkhomenko, E. (Elena), Pato, C. (Carlos), Paunio, T. (Tiina), Pejovic-Milovancevic, M. (Milica), Perkins, D.O. (Diana O.), Pietiläinen, O.P.H. (Olli), Pimm, J. (Jonathan), Pocklington, A.J. (Andrew), Powell, J. (John), Price, A. (Alkes), Pulver, A.E. (Ann), Purcell, S.M. (Shaun M.), Quested, D.J. (Digby J), Rasmussen, H.B. (Henrik B), Reichenberg, A. (Abraham), Reimers, B. (Bernhard), Richards, A. (Alex), Roffman, J.L. (Joshua), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Schall, J.D. (Jeffrey), Schubert, C.R. (Christian R.), Schulze, T.G. (Thomas), Schwab, S.G. (Sibylle G.), Scolnick, E. (Edward), Scott, R.J. (Rodney J.), Seidman, L.J. (Larry), Shi, J. (Jianxin), Sigurdsson, E. (Engilbert), Silagadze, T. (Teimuraz), Silverman, J.M. (Jeremy M.), Sim, K. (Kang), Slominsky, P. (Petr), Smoller, J.W., So, H.-C. (Hon-Cheong), Spencer, C.C.A. (Chris C.), Stahl, E.A. (Eli A.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Stogmann, E. (Elisabeth), Straub, R.E. (Richard), Strengman, E. (Eric), Strohmaier, J. (Jana), Stroup, T.S. (T. Scott), Subramaniam, V. (Venkat), Suvisaari, J. (Jaana), Svrakic, D.M. (Dragan), Szatkiewicz, J.P. (Jin P.), Söderman, E. (Erik), Thirumalai, S. (Srinivasa), Toncheva, D. (Draga), Tosato, S. (Sarah), Veijola, J. (Juha), Waddington, J. (John), Walsh, D. (Dermot), Wang, D. (Dai), Wang, Q. (Qiang), Webb, B.T. (Bradley T.), Weiser, M. (Mark), Wildenauer, D.B. (Dieter), Williams, N.M. (Nigel M.), Williams, S. (Stephanie), Witt, S.H. (Stephanie H), Wolen, A.R. (Aaron), Wong, E.H.M. (Emily H.M.), Wormley, B.K. (Brandon K.), Xi, H.S. (Hualin Simon), Zai, C.C. (Clement C.), Zheng, X. (Xuebin), Zimprich, F. (Fritz), Zwart, J-A. (John-Anker), Visscher, P.M. (Peter), Adolfsson, R., Andreassen, O.A. (Ole), Blackwood, D.H.R. (Douglas), Bramon, E. (Elvira), Buxbaum, J.D. (Joseph D.), Borglum, A.D. (Anders), Cichon, S. (Sven), Darvasi, A. (Ariel), Domenici, E. (Enrico), Ehrenreich, H. (Hannelore), Esko, T. (Tõnu), Gejman, P.V. (Pablo), Gill, M. (Michael), Gurling, H. (Hugh), Hultman, C.M. (Christina), Iwata, N. (Nakao), Jablensky, A. (Assen), Jönsson, E.G. (Erik), Kendler, K. (K.), Kirov, G. (George), Knight, J. (Jo), Lencz, T. (Todd), Levinson, D.F. (Douglas F.), Li, Q.S. (Qingqin S.), Liu, J. (Jianjun), Malhotra, A.K. (Anil K), McCarroll, S.A. (Steve), McQuillin, A. (Andrew), Moran, J.L. (Jennifer L.), Mortensen, P.B., Mowry, B.J. (Bryan J), Nöthen, M.M. (Markus), Ophoff, R.A. (Roel), Owen, M.J. (Michael), Palotie, A. (Aarno), Petryshen, T.L. (Tracey L.), Posthuma, D. (Danielle), Rietschel, M. (Marcella), Riley, B.P. (Brien P.), Rujescu, D. (Dan), Sham, P.C. (Pak C.), Sklar, P. (Pamela), Clair, D.S., Weinberger, D.R. (Daniel), Wendland, A. (Annika), Werge, T.M. (Thomas), Daly, M.J. (Mark J.), Sullivan, P.F. (Patrick), and O'donovan, M.C. (Michael)
Abstract: Previous studies have shown an increased risk for mental health problems in children born to both younger and older parents compared to children of average-aged parents. We previously used a novel design to reveal a latent mechanism of genetic association between schizophrenia and age at first birth in women (AFB). Here, we use independent data from the UK Biobank (N = 38,892) to replicate the finding of an association between predicted genetic risk of schizophrenia and AFB in women, and to estimate the genetic correlation between schizophrenia
Published: 2018
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16. Genome-wide association meta- Analysis of 78,308 individuals identifies new loci and genes influencing human intelligence

Author: Sniekers, S. (Suzanne), Stringer, S. (Sven), Watanabe, K. (Kyoko), Jansen, P.R. (Philip), Coleman, J.R.I. (Jonathan R I), Krapohl, E. (Eva), Taskesen, E. (Erdogan), Hammerschlag, A.R. (Anke R.), Okbay, A. (Aysu), Zabaneh, D. (Delilah), Amin, N. (Najaf), Breen, G. (Gerome), Cesarini, D. (David), Chabris, C.F. (Christopher F), Iacono, W.G. (William), Ikram, M.A. (Arfan), Johannesson, M. (Magnus), Koellinger, P. (Philipp), Lee, J.J. (James J.), Magnusson, P.K. (Patrik), McGue, M. (Matt), Miller, M. (Mike), Ollier, W.E.R. (William), Payton, A. (Antony), Pendleton, N. (Neil), Plomin, R. (Robert), Rietveld, C.A. (Niels), Tiemeier, H.W. (Henning), Duijn, C.M. (Cornelia) van, Posthuma, D. (Danielle), Sniekers, S. (Suzanne), Stringer, S. (Sven), Watanabe, K. (Kyoko), Jansen, P.R. (Philip), Coleman, J.R.I. (Jonathan R I), Krapohl, E. (Eva), Taskesen, E. (Erdogan), Hammerschlag, A.R. (Anke R.), Okbay, A. (Aysu), Zabaneh, D. (Delilah), Amin, N. (Najaf), Breen, G. (Gerome), Cesarini, D. (David), Chabris, C.F. (Christopher F), Iacono, W.G. (William), Ikram, M.A. (Arfan), Johannesson, M. (Magnus), Koellinger, P. (Philipp), Lee, J.J. (James J.), Magnusson, P.K. (Patrik), McGue, M. (Matt), Miller, M. (Mike), Ollier, W.E.R. (William), Payton, A. (Antony), Pendleton, N. (Neil), Plomin, R. (Robert), Rietveld, C.A. (Niels), Tiemeier, H.W. (Henning), Duijn, C.M. (Cornelia) van, and Posthuma, D. (Danielle)
Abstract: Intelligence is associated with important economic and health-related life outcomes. Despite intelligence having substantial heritability (0.54) and a confirmed polygenic nature, initial genetic studies were mostly underpowered. Here we report a meta- A nalysis for intelligence of 78,308 individuals. We identify 336 associated SNPs (METAL P < 5 × 10-8) in 18 genomic loci, of which 15 are new. Around half of the SNPs are located inside a gene, implicating 22 genes, of which 11 are new findings. Gene-based analyses identified an additional 30 genes (MAGMA P < 2.73 × 10-6), of which all but one had not been implicated previously. We show that the identified genes are predominantly expressed in brain tissue, and pathway analysis indicates the involvement of genes regulating cell development (MAGMA competitive P = 3.5 × 10-6). Despite the well-known difference in twin-based heritability for intelligence in childhood (0.45) and adulthood (0.80), we show substantial genetic correlation (rg = 0.89, LD score regression P = 5.4 × 10-29). These findings provide new insight into the genetic architecture of intelligence.
Published: 2017
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17. Evidence for three genetic loci involved in both anorexia nervosa risk and variation of body mass index

Author: Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), Montgomery, G.W. (G. W.), Hinney, A. (Anke), Kesselmeier, M. (M.), Jall, S. (S.), Volckmar, A.-L. (A. L.), Föcker, M. (M.), Antel, J. (J.), Heid, I.M. (Iris), Winkler, T.W. (Thomas W.), Grant, S.F.A. (S. F.A.), Guo, Y. (Yongli), Bergen, A.W. (Andrew), Grant, S.F.A. (Struan), Berrettini, W. (Wade), Hakonarson, H. (Hakon), Herpertz-Dahlmann, B. (B.), De Zwaan, M. (M.), Herzog, W. (W.), Ehrlich, S.M. (Stefan), Zipfel, S. (S.), Egberts, K. (Karin), Adan, R. (R.), Brandys, M. (M.), Elburg, A.A. (Annemarie) van, Boraska Perica, V. (V.), Müller, T.D., Tschöp, M.H. (M. H.), Zeggini, E. (Eleftheria), Bulik, C.M. (C. M.), Collier, D.A. (David), Scherag, A. (A.), Hebebrand, J. (J.), Tschop, M. (Matthias), Floyd, J. (Jamie), Thornton, L.M. (Laura), Huckins, L.M. (Laura M), Southam, L. (Lorraine), Rayner, N.W. (Nigel William), Tachmazidou, I. (Ioanna), Klump, K.L. (K. L.), Treasure, J. (Janet), Lewis, C.M. (Cathryn), Schmidt, U. (Ulrike), Tozzi, F. (Federica), Iezebrink, K. (Kirsty), Gorwood, P. (Philip), Kas, M.J.H. (Martien), Favaro, A. (Angela), Santonastaso, P. (Paolo), Fernández-Aranda, F. (Fernando), Gratacos, M. (Monica), Rybakowski, F. (Filip), Dmitrzak-Weglarz, M. (Monika), Kaprio, J. (Jaakko), Keski-Rahkonen, A. (Anna), Raevuori-Helkamaa, A. (Anu), Furth, E.F. (Eric) van, Slof-Op’t Landt, M.C.T. (Margarita C. T.), Hudson, J.I. (James I), Knudsen, G.P.S. (Gun Peggy S.), Monteleone, P. (Palmiero), Kaplan, A.S. (Allan S), Karwautz, A. (Andreas), Li, D. (Dong), Komaki, G. (Gen), Ando, T. (Tetsuya), Inoko, H. (Hidetoshi), Esko, T. (T.), Fischer, K. (Krista), Männik, K. (Katrin), Metspalu, A. (Andres), Baker, J.H. (Jessica H), Cone, R.D. (Roger D), Esko, T. (Tõnu), DeSocio, J.E. (Janiece E), Hilliard, C.E. (Christopher E), O’Toole, J.K. (Julie K), Pantel, J. (Jacques), Szatkiewicz, J.P. (Jin P), Taico, C. (Chrysecolla), Zerwas, S. (Stephanie), Trace, S.E. (Sara E), Davis, O.S.P. (Oliver S.), Helder, S. (Sietske), Bühren, K. (Katharina), Burghardt, R. (Roland), Imgart, H. (Hartmut), Scherag, A. (Andre), Boni, C. (Claudette), Ramoz, N. (Nicolas), Versini, A. (Audrey), Danner, U.N. (Unna N), de Kove, C. (Carolien), Hendriks, J. (Judith), Koeleman, B.P.C. (Bobby P. C.), Ophoff, R.A. (Roel), Strengman, E. (Eric), Bruson, A. (Alice), Clementi, M. (Maurizio), Degortes, D. (Daniela), Forzan, M. (Monica), Tenconi, E. (Elena), Docampo, E. (Elisa), Jiménez-Murcia, G.E.S. (Geòrgia Escaramí Susana), Lissowska, J. (Jolanta), Rajewski, A. (Andrzej), Szeszenia-Dabrowska, N. (Neonila), Slopien, A. (Agnieszka), Hauser, J. (J.), Karhunen, L. (Leila), Meulenbelt, I. (Ingrid), Slagboom, P.E. (Eline), Tortorella, A. (Alfonso), Maj, M. (Mario), Dedoussis, G.V. (George), Dedoussis, G.V. (G. V.), Koeleman, B.P.C. (Bobby), Gonidakis, F. (Fragiskos), Tziouvas, K. (Konstantinos), Tsitsika, A. (Artemis), Papezova, H. (Hana), Slachtova, L. (Lenka), Martaskova, D. (Debora), Kennedy, J.L., Levitan, R.D. (Robert D), Yilmaz, Z. (Zeynep), Huemer, J. (Julia), Koubek, D. (Doris), Merl, E. (Elisabeth), Wagner, G. (Gudrun), Lichtenstein, P. (Paul), Breen, G. (Gerome), Cohen-Woods, S. (Sarah), Farmer, A.E. (Anne E), Mcguffin, P. (Peter), Cichon, S. (Sven), Giegling, I. (Ina), Herms, S. (Stefan), Rujescu, D. (Dan), Schreiber, S. (Stefan), Wichmann, H.E. (Heinz Erich), Sladek, R. (Rob), Gambaro, G. (Giovanni), Soranzo, N. (Nicole), Julia, A. (Antonio), Marsal, S. (Sara), Rabionet, R. (Raquel), Gaborieau, V. (Valerie), Dick, D.M. (Danielle), Palotie, A. (A.), Ripatti, S. (Samuli), Widen, E., Espeseth, T. (Thomas), Lundervold, A.J. (Astri), Reinvang, I. (Ivar), Steen, V.M. (Vidar), Le Hellard, S. (Stephanie), Mattingsdal, M. (Morten), Ntalla, I. (Ioanna), Bencko, V. (Vladimir), Foretova, L. (Lenka), Janout, V. (Vladimir), Navratilova, M. (Marie), Pinto, D. (Dalila), Scherer, S.W. (Stephen W), Carlberg, L. (Laura), Schosser, A. (Alexandra), Alfredsson, L. (Lars), Pinto, D. (Duane), Scherer, S.W. (Stephen), Padyukov, L. (Leonid), Finan, C. (Chris), Kalsi, G. (Gursharan), Roberts, M. (Marion), Logan, D.W. (Darren W), Peltonen, L. (Leena Johanna), Ritchie, G.R.S. (Graham R.S.), Barrett, J.C. (Jeffrey), Estivill, X. (Xavier), Sullivan, P.F. (Patrick), Anderson, C.A. (Carl A), McGinnis, R. (Ralph), Sambrook, J. (Jennifer), Stephens, J. (Jonathan), Ouwehand, W.H. (Willem), McArdle, P.F. (P. F.), Ring, S.M. (Susan), Strachan, D.P. (David), Alexander, G. (Graeme), Conlon, P.J. (Peter J), Dominiczak, A. (Anna), Duncanson, A. (Audrey), Padyukov, L. (L.), Langford, C. (Cordelia), Lord, G. (Graham), Conlon, P. (Peter), Sandford, R. (Richard), Sheerin, N. (Neil), Vannberg, F.O. (Frederik O), Blackburn, H. (Hannah), Maxwell, A.P. (A.), Edkins, T. (Ted), Gillman, M.W. (Matthew W.), Gray, E. (Emma), Hunt, S.E. (Sarah E), Nengut, S.-G. (Suna-Gumuscu), Potter, S.C. (Simon), Rich, S.S. (Stephen), Simpkin, D. (Douglas), Whittaker, P. (Pamela), Ang, W.Q. (Wei), Atalay, M. (Mustafa), Beijsterveldt, C.E.M. (Toos) van, Bergen, N. (N.), Benke, K. (K.), Berry, D. (Diane), Boomsma, D.I. (Dorret), Bradfield, J.P. (Jonathan), Charoen, P. (Pimphen), Coin, L. (Lachlan), Cooper, C. (C.), Cousminer, D.L. (Diana), Das, S. (Shikta), Elliott, P. (P.), Evans, D.M. (D. M.), Feenstra, B. (B.), Flexeder, C. (Claudia), Frayling, T.M. (Timothy), Freathy, R.M. (Rachel), Gaillard, R. (R.), Geller, F. (Frank), Groen-Blokhuis, M. (Maria), Goh, L.K. (L. K.), Guxens Junyent, M. (Mònica), Hattersley, A.T. (Andrew), Haworth, C.M.A. (Claire M.), Hadley, D. (D.), Heinrich, J. (J.), Hirschhorn, J.N. (Joel), Hocher, B. (Berthold), Holloway, J.W. (J. W.), Holst, J.J., Hottenga, J.J. (Jouke Jan), Horikoshi, M. (Momoko), Huikari, V. (Ville), Hypponen, E. (E.), Iñiguez, C. (C.), Jaddoe, V.W. (V. W.), Jarvelin, M.R. (M. R.), Kaakinen, M. (M.), Kilpeläinen, T.O. (Tuomas), Hypponen, E. (Elina), Kowgier, M. (Matthew), Lakka, T.A. (Timo), Cooper, C. (Charles), Lange, L.A. (Leslie), Lawlor, D.A. (D. A.), Lehtimäki, T. (Terho), Lewin, A. (Alex), Elliott, P. (Paul), Lindi, V. (Virpi), Maggi, R. (Reedik), Feenstra, B. (Bjarke), McCarthy, M.I. (M. I.), Melbye, M. (Mads), Middeldorp, C.M. (Christel), Millwood, I.Y. (Iona), Mohlke, K.L. (Karen), Mook-Kanamori, D.O. (D. O.), Murray, J.C. (Jeffrey), Nivard, M. (Michel), Nohr, C. (Christian), Oken, E. (Emily), Ong, K.K. (K. K.), O'Reilly, P.F. (P. F.), Palmer, C. (Cameron), Panoutsopoulou, K. (K.), Pararajasingham, J. (Jennifer), Pearson, E.R. (E. R.), Pennell, C.E. (Craig), Power, C. (Christopher), Price, T.S. (Thomas), Prokopenko, I. (Inga), Raitakari, O.T. (O. T.), Rodriguez, A. (A.), Salem, R.M. (Rany), Saw, S.M. (S. M.), Sebert, S. (S.), Siitonen, N. (Niina), Jaddoe, V.W.V. (Vincent), Sørensen, T.I.A. (Thorkild), Sovio, U. (Ulla), Lawlor, D.A. (Debbie), Sunyer, J. (J.), Taal, H.R. (Rob), Teo, Y.Y. (Y. Y.), Thiering, E. (Elisabeth), Tiesler, C. (C.), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Valcárcel, B. (Beatriz), Teo, Y.Y. (Yik Ying), White, S.J. (Stefan), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (J. F.), Yaghootkar, H. (H.), Elks, C.E. (Cathy), Perry, J.R. (J. R.), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (C.), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (E. M.), Gudbjartsson, D.F. (Daniel), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (P.), Mangino, M. (Massimo), Byrne, E.M. (Enda), Smith, A.V. (Albert), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (J. H.), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Smith, A.V. (Davey), Chanock, S.J. (Stephen), Warrington, M. (M.), Zgaga, L. (L.), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (T.), Ulivi, S. (Shelia), Sunyer, J. (Jordi), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Boerwinkle, E. (E.), Buring, J.E. (Julie), Busonero, F. (F.), Barroso, I.E. (Inês), Chanock, S.J. (S. J.), Warrington, N.M. (Nicole), Couper, D.J. (David), Coviello, A.D. (Andrea), Busonero, F., Faire, U. (Ulf) de, de Geus, E.J. (E. J.), Deloukas, P. (Panagiotis), Döring, A. (Angela), Davey Smith, G. (G.), Adamo, P. (Pio) d', Eiriksdottir, G. (Gudny), Geus, E.J.C. (Eco) de, Hagen, K. (Knut), Ferrucci, L. (L.), Folsom, A.R. (A. R.), Foroud, T. (T.), Garcia, M.E. (M.), Gasparini, P. (P.), Gieger, C. (Christian), Gudnason, V. (V.), Folsom, A.R. (Aaron), Hankinson, S.E. (S. E.), Ferreli, L. (Liana), Gasparini, P. (Paolo), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (F. B.), Illig, T. (T.), Jarvelin, M.-R. (Marjo-Riitta), Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K.T. (K. T.), Kiel, D.P. (Douglas P.), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S. (J. S.), Li, S. (S.), Liu, J. (J.), Levy, D. (D.), Martin, N.G. (N. G.), Aspelund, T. (Thor), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (M.), Ness, A.R. (A. R.), Boerwinkle, E.A. (Eric), Oostra, B.A. (Ben), Peacock, M. (M.), Pare, G. (Guillame), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Cornelis, M. (Marilyn), Polasek, O. (Ozren), Plump, A.S. (A. S.), Peacock, M. (Munro), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Rivadeneira, F. (F.), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (D.), Scuteri, A. (A.), Segrè, A.V. (Ayellet), Foroud, T. (Tatiana), Srinivasan, S.R. (Sathanur), Tammesoo, M.L. (M. L.), Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Scuteri, A. (Angelo), Tryggvadottir, L. (Laufey), Tyrer, J. (J.), Uda, M. (M.), van Dam, R.M. (R. M.), Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Weedon, M.N. (Michael), Wright, A.F. (Alan), Young, L. (L.), Zhai, G. (G.), Zhuang, W.V. (W. V.), Bierut, L.J. (L. J.), Boyd, H.A. (H. A.), Crisponi, L. (Laura), Demerath, E.W. (E. W.), Duijn, C.M. (Cornelia) van, Econs, M.J. (M. J.), Harris, T.B. (Tamara), Bierut, L.J. (Laura), Loos, R.J.F. (Ruth), Ridker, P.M. (Paul), Demerath, E.W. (Ellen), Streeten, E.A. (Elizabeth), Econs, M.J. (Michael), Thorsteinsdottir, U. (Unnur), Widen, E. (E.), Murabito, J. (Joanne), Ness, A.R. (Andrew), Spector, T.D. (Timothy), Crawford, S. (Steve), Crow, S. (Scott), Fichter, M.M. (M. M.), Halmi, K.A. (K. A.), Palotie, A. (Aarno), La Via, M. (Maria), Mitchell, J. (James), Strober, M. (Michael), Rotondo, A. (Alessandro), Woodside, D.B. (D Blake), Keel, P. (Pamela), Lilenfeld, L. (Lisa), Rivadeneira Ramirez, F. (Fernando), Magistretti, P. (Pierre), and Montgomery, G.W. (G. W.)
Abstract: The maintenance of normal body weight is disrupted in patients with anorexia nervosa (AN) for prolonged periods of time. Prior to the onset of AN, premorbid body mass index (BMI) spans the entire range from underweight to obese. After recovery, patients have reduced rates of overweight and obesity. As such, loci involved in body weight regulation may also be relevant for AN and vice versa. Our primary analysis comprised a cross-trait analysis of the 1000 single-nucleotide polymorphisms (SNPs) with the lowest P-values in a genome-wide association meta-analysis (GWAMA) of AN (GCAN) for evidence of association in the largest published GWAMA for BMI (GIANT). Subsequently we performed sex-stratified analyses for these 1000 SNPs. Functional ex vivo studies on four genes ensued. Lastly, a look-up of GWAMA-derived BMI-related loci was performed in the AN GWAMA. We detected significant associations (P-values <5 × 10-5, Bonferroni-corrected P<0.05) for nine SNP alleles at three independent loci. Interestingly, all AN susceptibility alleles were consistently associated with increased BMI. None of the genes (chr. 10: CTBP2, chr. 19: CCNE1, chr. 2: CARF and NBEAL1; the latter is a region with high linkage disequilibrium) nearest to these SNPs has previously been associated with AN or obesity. Sex-stratified analyses revealed that the strongest BMI signal originated predominantly from females (chr. 10 rs1561589; Poverall: 2.47 × 10-06/Pfemales: 3.45 × 10-07/Pmales: 0.043). Functional ex vivo studies in mice revealed reduced hypothalamic expression of Ctbp2 and Nbeal1 after fasting. Hypothalamic expression of Ctbp2 was increased in diet-induced obese (DIO) mice as compared with age-matched lean controls. We observed no evidence for associations for the look-up of BMI-related loci in the AN GWAMA. A cross-trait analysis of AN and BMI loci revealed variants at three chromosomal loci with potential joint impact. The chromosome 10 locus is particularly promising given that the associa
Published: 2017
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18. Contribution of copy number variants to schizophrenia from a genome-wide study of 41,321 subjects

Author: Marshall, C.R. (Christian), Howrigan, D.P. (Daniel P.), Merico, D. (Daniele), Thiruvahindrapuram, B. (Bhooma), Wu, W. (Wenting), Greer, D.S. (Douglas S.), Antaki, D. (Danny), Shetty, A. (Aniket), Holmans, P.A. (Peter A.), Pinto, D. (Duane), Gujral, M. (Madhusudan), Brandler, W.M. (William M.), Malhotra, D. (Dheeraj), Wang, Z. (Zhouzhi), Fuentes Fajarado, K.V. (Karin V.), Maile, M.S. (Michelle S.), Ripke, S. (Stephan), Agartz, I. (Ingrid), Albus, M. (Margot), Alexander, M. (Madeline), Amin, F. (Farooq), Atkins, J. (Joshua), Bacanu, S.A. (Silviu), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Bertalan, M. (Marcelo), Bevilacqua, E. (Elizabeth), Bigdeli, T.B. (Tim B.), Black, D.W. (Donald), Bruggeman, R. (Richard), Buccola, N.G. (Nancy G), Buckner, M., Bulik-Sullivan, B.K. (Brendan), Byerley, W.F. (William F), Cahn, W. (Wiepke), Cai, G. (Guiqing), Cairns, M.J. (Murray J.), Campion, D. (Dominique), Cantor, R.M., Carr, V.J. (Vaughan), Carrera, N. (Noa), Catts, S.V. (Stanley), Chambert, K. (Kimberly), Cheng, W. (Wei), Cloninger, C.R. (C Robert), Cohen, D.J. (David J.), Cormican, P. (Paul), Craddock, N.J. (Nick), Crespo-Facorro, B. (Benedicto), Crowley, J.J. (James), Curtis, D. (David), Davidson, M.W. (Michael ), Davis, K.L. (Kenneth), Degenhardt, F., Del-Favero, J. (Jurgen), Delisi, L.E. (Lynn), Dikeos, D. (Dimitris), Dinan, T. (Timothy), Djurovic, S. (Srdjan), Donohoe, D.J. (Dennis), Drapeau, E. (Elodie), Duan, J. (Jubao), Dudbridge, F. (Frank), Eichhammer, P. (Peter), Hagen, K. (Knut), Escott-Price, V. (Valentina), Essioux, L. (Laurent), Fanous, A.H. (Ayman H.), Farh, K.-H. (Kai-How), Farrell, M.S. (Martilias), Frank, J. (Josef), Franke, L. (Lude), Freedman, R. (Robert), Freimer, N.B. (Nelson), Friedman, J.I. (Joseph), Forstner, A.J. (Andreas), Fromer, M. (Menachem), Genovese, G. (Giulio), Georgieva, I. (Irina), Gershon, E.S. (Elliot S.), Giegling, I. (Ina), Giusti-Rodríguez, P. (Paola), Godard, S. (Stephanie), Goldstein, J.I. (Jacqueline), Gratten, J. (Jacob), Haan, L. (Lieuwe) de, Hamshere, M.L. (Marian), Hansen, M. (Mark), Hansen, T. (Thomas), Haroutunian, V. (Vahram), Hartmann, A.M. (Annette M), Henskens, F.A. (Frans), Herms, S. (Stefan), Hirschhorn, J.N. (Joel), Hoffmann, P. (Per), Hofman, A. (Andrea), Huang, H. (Hailiang), Ikeda, M. (Masashi), Joa, I. (Inge), Kähler, J. (Jan), Kahn, R. (René), Kalaydjieva, L. (Luba), Karjalainen, J. (Juha), Kavanagh, D. (David), Keller, M.C. (Matthew C), Kelly, B.J. (Brian J.), Kennedy, J.L., Kim, Y. (Yunjung), Knowles, J.A. (James A), Konte, B. (Bettina), Laurent, C. (Camille), Lee, P.H. (Phil), Lee, S.U. (Seung), Legge, S.E. (Sophie), Lerer, B. (Bernard), Levy, D.L. (Deborah L.), Liang, K.-Y. (Kung-Yee), Lieberman, A.P. (Andrew), Lönnqvist, J. (Jouko), Loughland, C.M. (Carmel), Magnusson, P.K. (Patrik), Maher, B.S. (Brion), Maier, W. (Wolfgang), Mallet, V. (Vincent), Mattheisen, M. (Manuel), Mattingsdal, M. (Morten), McCarley, R.W. (Robert), McDonald, C. (Colm), McIntosh, A.M. (Andrew), Meier, S., Meijer, C. (Carin), Melle, I. (Ingrid), Mesholam-Gately, R.I. (Raquelle), Metspalu, A. (Andres), Michie, P.T. (Patricia), Milani, L. (Lili), Milanova, V. (Vihra), Mokrab, Y. (Younes), Morris, D.W. (Derek W), Müller-Myhsok, B. (B.), Murphy, K.C. (Kieran), Murray, R. (Robin), Myin-Germeys, I. (Inez), Nenadic, I. (Igor), Nertney, D.A. (Deborah), Nestadt, G. (Gerald), Nicodemus, K.K. (Kristin), Nisenbaum, L. (Laura), Nordin, A. (Annelie), O'Callaghan, E. (Eadbhard), O'Dushlaine, C. (Colm), Oh, S.-Y. (Sang-Yun), Olincy, A. (Ann), Olsen, L. (Line), O'Neill, F.A. (Francis), Os, J. (Jim) van, Pantelis, C. (Christos), Papadimitriou, G.N. (George), Parkhomenko, E. (Elena), Pato, C. (Carlos), Paunio, T. (Tiina), Perkins, D.O. (Diana O.), Pers, T.H. (Tune), Pietiläinen, O.P.H. (Olli), Pimm, J. (Jonathan), Pocklington, A.J. (Andrew), Powell, J. (John), Price, A. (Alkes), Pulver, A.E. (Ann), Purcell, S.M. (Shaun M.), Quested, D.J. (Digby J), Rasmussen, H.B. (Henrik B), Reichenberg, A. (Abraham), Reimers, B. (Bernhard), Richards, A. (Alex), Roffman, J.L. (Joshua), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Savitz, A. (Adam), Schall, J.D. (Jeffrey), Schulze, T.G. (Thomas), Schwab, S.G. (Sibylle G.), Scolnick, E. (Edward), Scott, R.J. (Rodney), Seidman, L.J. (Larry), Shi, J. (Jianxin), Silverman, J.M. (Jeremy M.), Smoller, J.W., Söderman, E. (Erik), Spencer, C.C.A. (Chris C.), Stahl, E.A. (Eli A.), Strengman, E. (Eric), Strohmaier, J., Stroup, T.S. (T. Scott), Suvisaari, J. (Jaana), Svrakic, D.M. (Dragan), Szatkiewicz, J.P. (Jin P.), Thirumalai, S. (Srinivasa), Tooney, P.A. (Paul A.), Veijola, J. (Juha), Visscher, P.M. (Peter), Waddington, J. (Joanne), Walsh, D. (Dermot), Webb, B.T. (Bradley T.), Weiser, M. (Mark), Wildenauer, D.B. (Dieter), Williams, N.M. (Nigel M.), Williams, S. (Stephanie), Witt, S.H. (Stephanie H), Wolen, A.R. (Aaron), Wormley, B.K. (Brandon K.), Wray, N.R. (Naomi), Wu, J.Q. (Jing Qin), Zai, C.C. (Clement), Adolfsson, R., Andreassen, O.A. (Ole A.), Blackwood, D.H.R. (Douglas), Bramon, E. (Elvira), Buxbaum, J.D. (Joseph D), Cichon, S. (Sven), Collier, D.A. (David), Corvin, A. (Aiden), Daly, M.J. (Mark J.), Darvasi, A. (Ariel), Domenici, E. (Enrico), Esko, T. (Tõnu), Gejman, P.V. (Pablo), Gill, M. (Michael), Gurling, H. (Hugh), Hultman, C.M. (Christina), Iwata, N. (Nakao), Jablensky, A. (Assen), Jönsson, E.G. (Erik), Kendler, K. (K.), Kirov, G. (George), Knight, J. (Jo), Levinson, D.F. (Douglas F.), Li, Q.S. (Qingqin S.), McCarroll, S.A. (Steve), McQuillin, A. (Andrew), Moran, J.L. (Jennifer L), Mowry, B.J. (Bryan J), Nöthen, M.M. (Markus), Ophoff, R.A. (Roel A.), Owen, M.J. (Michael), Palotie, A. (Aarno), Petryshen, T.L. (Tracey), Posthuma, D. (Danielle), Rietschel, M. (Marcella), Riley, B.P. (Brien P.), Rujescu, D. (Dan), Sklar, P. (Pamela), St Clair, D. (David), Walters, J.T. (James), Werge, T.M. (Thomas), Sullivan, P.F. (Patrick), O'donovan, M.C. (Michael), Scherer, S.W. (Stephen), Neale, B.M. (Benjamin), Sebat, J. (Jonathan), Marshall, C.R. (Christian), Howrigan, D.P. (Daniel P.), Merico, D. (Daniele), Thiruvahindrapuram, B. (Bhooma), Wu, W. (Wenting), Greer, D.S. (Douglas S.), Antaki, D. (Danny), Shetty, A. (Aniket), Holmans, P.A. (Peter A.), Pinto, D. (Duane), Gujral, M. (Madhusudan), Brandler, W.M. (William M.), Malhotra, D. (Dheeraj), Wang, Z. (Zhouzhi), Fuentes Fajarado, K.V. (Karin V.), Maile, M.S. (Michelle S.), Ripke, S. (Stephan), Agartz, I. (Ingrid), Albus, M. (Margot), Alexander, M. (Madeline), Amin, F. (Farooq), Atkins, J. (Joshua), Bacanu, S.A. (Silviu), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Bertalan, M. (Marcelo), Bevilacqua, E. (Elizabeth), Bigdeli, T.B. (Tim B.), Black, D.W. (Donald), Bruggeman, R. (Richard), Buccola, N.G. (Nancy G), Buckner, M., Bulik-Sullivan, B.K. (Brendan), Byerley, W.F. (William F), Cahn, W. (Wiepke), Cai, G. (Guiqing), Cairns, M.J. (Murray J.), Campion, D. (Dominique), Cantor, R.M., Carr, V.J. (Vaughan), Carrera, N. (Noa), Catts, S.V. (Stanley), Chambert, K. (Kimberly), Cheng, W. (Wei), Cloninger, C.R. (C Robert), Cohen, D.J. (David J.), Cormican, P. (Paul), Craddock, N.J. (Nick), Crespo-Facorro, B. (Benedicto), Crowley, J.J. (James), Curtis, D. (David), Davidson, M.W. (Michael ), Davis, K.L. (Kenneth), Degenhardt, F., Del-Favero, J. (Jurgen), Delisi, L.E. (Lynn), Dikeos, D. (Dimitris), Dinan, T. (Timothy), Djurovic, S. (Srdjan), Donohoe, D.J. (Dennis), Drapeau, E. (Elodie), Duan, J. (Jubao), Dudbridge, F. (Frank), Eichhammer, P. (Peter), Hagen, K. (Knut), Escott-Price, V. (Valentina), Essioux, L. (Laurent), Fanous, A.H. (Ayman H.), Farh, K.-H. (Kai-How), Farrell, M.S. (Martilias), Frank, J. (Josef), Franke, L. (Lude), Freedman, R. (Robert), Freimer, N.B. (Nelson), Friedman, J.I. (Joseph), Forstner, A.J. (Andreas), Fromer, M. (Menachem), Genovese, G. (Giulio), Georgieva, I. (Irina), Gershon, E.S. (Elliot S.), Giegling, I. (Ina), Giusti-Rodríguez, P. (Paola), Godard, S. (Stephanie), Goldstein, J.I. (Jacqueline), Gratten, J. (Jacob), Haan, L. (Lieuwe) de, Hamshere, M.L. (Marian), Hansen, M. (Mark), Hansen, T. (Thomas), Haroutunian, V. (Vahram), Hartmann, A.M. (Annette M), Henskens, F.A. (Frans), Herms, S. (Stefan), Hirschhorn, J.N. (Joel), Hoffmann, P. (Per), Hofman, A. (Andrea), Huang, H. (Hailiang), Ikeda, M. (Masashi), Joa, I. (Inge), Kähler, J. (Jan), Kahn, R. (René), Kalaydjieva, L. (Luba), Karjalainen, J. (Juha), Kavanagh, D. (David), Keller, M.C. (Matthew C), Kelly, B.J. (Brian J.), Kennedy, J.L., Kim, Y. (Yunjung), Knowles, J.A. (James A), Konte, B. (Bettina), Laurent, C. (Camille), Lee, P.H. (Phil), Lee, S.U. (Seung), Legge, S.E. (Sophie), Lerer, B. (Bernard), Levy, D.L. (Deborah L.), Liang, K.-Y. (Kung-Yee), Lieberman, A.P. (Andrew), Lönnqvist, J. (Jouko), Loughland, C.M. (Carmel), Magnusson, P.K. (Patrik), Maher, B.S. (Brion), Maier, W. (Wolfgang), Mallet, V. (Vincent), Mattheisen, M. (Manuel), Mattingsdal, M. (Morten), McCarley, R.W. (Robert), McDonald, C. (Colm), McIntosh, A.M. (Andrew), Meier, S., Meijer, C. (Carin), Melle, I. (Ingrid), Mesholam-Gately, R.I. (Raquelle), Metspalu, A. (Andres), Michie, P.T. (Patricia), Milani, L. (Lili), Milanova, V. (Vihra), Mokrab, Y. (Younes), Morris, D.W. (Derek W), Müller-Myhsok, B. (B.), Murphy, K.C. (Kieran), Murray, R. (Robin), Myin-Germeys, I. (Inez), Nenadic, I. (Igor), Nertney, D.A. (Deborah), Nestadt, G. (Gerald), Nicodemus, K.K. (Kristin), Nisenbaum, L. (Laura), Nordin, A. (Annelie), O'Callaghan, E. (Eadbhard), O'Dushlaine, C. (Colm), Oh, S.-Y. (Sang-Yun), Olincy, A. (Ann), Olsen, L. (Line), O'Neill, F.A. (Francis), Os, J. (Jim) van, Pantelis, C. (Christos), Papadimitriou, G.N. (George), Parkhomenko, E. (Elena), Pato, C. (Carlos), Paunio, T. (Tiina), Perkins, D.O. (Diana O.), Pers, T.H. (Tune), Pietiläinen, O.P.H. (Olli), Pimm, J. (Jonathan), Pocklington, A.J. (Andrew), Powell, J. (John), Price, A. (Alkes), Pulver, A.E. (Ann), Purcell, S.M. (Shaun M.), Quested, D.J. (Digby J), Rasmussen, H.B. (Henrik B), Reichenberg, A. (Abraham), Reimers, B. (Bernhard), Richards, A. (Alex), Roffman, J.L. (Joshua), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Savitz, A. (Adam), Schall, J.D. (Jeffrey), Schulze, T.G. (Thomas), Schwab, S.G. (Sibylle G.), Scolnick, E. (Edward), Scott, R.J. (Rodney), Seidman, L.J. (Larry), Shi, J. (Jianxin), Silverman, J.M. (Jeremy M.), Smoller, J.W., Söderman, E. (Erik), Spencer, C.C.A. (Chris C.), Stahl, E.A. (Eli A.), Strengman, E. (Eric), Strohmaier, J., Stroup, T.S. (T. Scott), Suvisaari, J. (Jaana), Svrakic, D.M. (Dragan), Szatkiewicz, J.P. (Jin P.), Thirumalai, S. (Srinivasa), Tooney, P.A. (Paul A.), Veijola, J. (Juha), Visscher, P.M. (Peter), Waddington, J. (Joanne), Walsh, D. (Dermot), Webb, B.T. (Bradley T.), Weiser, M. (Mark), Wildenauer, D.B. (Dieter), Williams, N.M. (Nigel M.), Williams, S. (Stephanie), Witt, S.H. (Stephanie H), Wolen, A.R. (Aaron), Wormley, B.K. (Brandon K.), Wray, N.R. (Naomi), Wu, J.Q. (Jing Qin), Zai, C.C. (Clement), Adolfsson, R., Andreassen, O.A. (Ole A.), Blackwood, D.H.R. (Douglas), Bramon, E. (Elvira), Buxbaum, J.D. (Joseph D), Cichon, S. (Sven), Collier, D.A. (David), Corvin, A. (Aiden), Daly, M.J. (Mark J.), Darvasi, A. (Ariel), Domenici, E. (Enrico), Esko, T. (Tõnu), Gejman, P.V. (Pablo), Gill, M. (Michael), Gurling, H. (Hugh), Hultman, C.M. (Christina), Iwata, N. (Nakao), Jablensky, A. (Assen), Jönsson, E.G. (Erik), Kendler, K. (K.), Kirov, G. (George), Knight, J. (Jo), Levinson, D.F. (Douglas F.), Li, Q.S. (Qingqin S.), McCarroll, S.A. (Steve), McQuillin, A. (Andrew), Moran, J.L. (Jennifer L), Mowry, B.J. (Bryan J), Nöthen, M.M. (Markus), Ophoff, R.A. (Roel A.), Owen, M.J. (Michael), Palotie, A. (Aarno), Petryshen, T.L. (Tracey), Posthuma, D. (Danielle), Rietschel, M. (Marcella), Riley, B.P. (Brien P.), Rujescu, D. (Dan), Sklar, P. (Pamela), St Clair, D. (David), Walters, J.T. (James), Werge, T.M. (Thomas), Sullivan, P.F. (Patrick), O'donovan, M.C. (Michael), Scherer, S.W. (Stephen), Neale, B.M. (Benjamin), and Sebat, J. (Jonathan)
Abstract: Copy number variants (CNVs) have been strongly implicated in the genetic etiology of schizophrenia (SCZ). However, genome-wide investigation of the contribution of CNV to risk has been hampered by limited sample sizes. We sought to address this obstacle by applying a centralized analysis pipeline to a SCZ cohort of 21,094 cases and 20,227 controls. A global enrichment of CNV burden was observed in cases (odds ratio (OR) = 1.11, P = 5.7 × 10-15), which persisted after excluding loci implicated in previous studies (OR = 1.07, P = 1.7 × 10-6). CNV burden was enriched for genes associated with synaptic function (OR = 1.68, P = 2.8 × 10-11) and neurobehavioral phenotypes in mouse (OR = 1.18, P = 7.3 × 10-5). Genome-wide significant evidence was obtained for eight loci, including 1q21.1, 2p16.3 (NRXN1), 3q29, 7q11.2, 15q13.3, distal 16p11.2, proximal 16p11.2 and 22q11.2. Suggestive support was found for eight additional candidate susceptibility and protective loci, which consisted predominantly of CNVs mediated by nonallelic homologous recombination.
Published: 2017
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19. Meta-GWAS Accuracy and Power (MetaGAP) Calculator Shows that Hiding Heritability Is Partially Due to Imperfect Genetic Correlations across Studies

Author: Vlaming, R. (Ronald) de, Okbay, A. (Aysu), Rietveld, C.A. (Niels), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Rooij, F.J.A. (Frank) van, Hofman, A. (Albert), Groenen, P.J.F. (Patrick), Thurik, A.R. (Roy), Koellinger, Ph.D. (Philipp), Vlaming, R. (Ronald) de, Okbay, A. (Aysu), Rietveld, C.A. (Niels), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Uitterlinden, A.G. (André), Rooij, F.J.A. (Frank) van, Hofman, A. (Albert), Groenen, P.J.F. (Patrick), Thurik, A.R. (Roy), and Koellinger, Ph.D. (Philipp)
Abstract: Large-scale genome-wide association results are typically obtained from a fixed-effects meta-analysis of GWAS summary statistics from multiple studies spanning different regions and/or time periods. This approach averages the estimated effects of genetic variants across studies. In case genetic effects are heterogeneous across studies, the statistical power of a GWAS and the predictive accuracy of polygenic scores are attenuated, contributing to the so-called ‘missing heritability’. Here, we describe the online Meta-GWAS Accuracy and Power (MetaGAP) calculator (available at www.devlaming.eu) which quantifies this attenuation based on a novel multi-study framework. By means of simulation studies, we show that under a wide range of genetic architectures, the statistical power and predictive accuracy provided by this calculator are accurate. We compare the predictions from the MetaGAP calculator with actual results obtained in the GWAS literature. Specifically, we use genomic-relatedness-matrix restricted maximum likelihood to estimate the SNP heritability and cross-study genetic correlation of height, BMI, years of education, and self-rated health in three large samples. These estimates are used as input parameters for the MetaGAP calculator. Results from the calculator suggest that cross-study heterogeneity has led to attenuation of statistical power and predictive accuracy in recent large-scale GWAS efforts on these traits (e.g., for years of education, we estimate a relative loss of 51–62% in the number of genome-wide significant loci and a relative loss in polygenic score R2of 36–38%). Hence, cross-study heterogeneity contributes to the missing heritability.
Published: 2017
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20. Cystatin C and Cardiovascular Disease: A Mendelian Randomization Study

Author: Van Der Laan, S.W. (Sander W.), Fall, M. (Magnus), Soumaré, A. (Aicha), Teumer, A. (Alexander), Sedaghat, S. (Sanaz), Baumert, J. (Jens), Zabaneh, D. (Delilah), Setten, J. (Jessica) van, Isgum, I. (Ivana), Galesloot, T.E. (Tessel), Arpegård, J. (Johannes), Amouyel, P. (Philippe), Trompet, S. (Stella), Waldenberger, M. (Melanie), Dörr, M. (Marcus), Magnusson, P.K. (Patrik), Giedraitis, V. (Vilmantas), Larsson, A. (Anders), Morris, A.P. (Andrew), Felix, J.F. (Janine), Morrison, A.C. (Alanna C.), Franceschini, N. (Nora), Bis, J.C. (Joshua), Kavousi, M. (Maryam), O'Donnell, C.J. (Christopher), Drenos, F. (Fotios), Tragante, V. (Vinicius), Munroe, P. (Patricia), Malik, R. (Rainer), Kubisch, C. (Christian), Worrall, B.B. (Bradford B.), Erdmann, J. (Jeanette), Nelson, C.P. (Christopher P.), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Marchini, J. (Jonathan), Patel, R.S. (Riyaz), Hingorani, A. (Aroon), Kao, W.H.L. (Wen), Pedersen, N.L. (Nancy), Graaf, J. (Jacqueline) de, Kiemeney, L.A.L.M. (Bart), Baumeister, S.E. (Sebastian), Franco, O.H. (Oscar), Hofman, A. (Albert), Uitterlinden, A.G. (André), Koenig, W. (Wolfgang), Meisinger, C. (Christa), Peters, A. (Annette), Thorand, B. (Barbara), Jukema, J.W. (Jan Wouter), Eriksen, B.O. (Bjørn Odvar), Toft, I. (Ingrid), Wilsgaard, T. (Tom), Onland-Moret, N.C. (N. Charlotte), Schouw, Y.T. (Yvonne) van der, Debette, S. (Stéphanie), Kumari, M. (Meena), Svensson, P. (Per), van der Harst, P. (Pim), Kivimaki, M. (Mika), Keating, J. (John), Sattar, N. (Naveed), Dehghan, A. (Abbas), Reiner, A. (Alexander), Ingelsson, E. (Erik), Ruijter, H.M. (Hester ) den, Bakker, P.I.W. (Paul) de, Pasterkamp, G. (Gerard), Ärnlöv, J. (Johan), Holmes, M.V. (Michael), Asselbergs, F.W. (Folkert), Van Der Laan, S.W. (Sander W.), Fall, M. (Magnus), Soumaré, A. (Aicha), Teumer, A. (Alexander), Sedaghat, S. (Sanaz), Baumert, J. (Jens), Zabaneh, D. (Delilah), Setten, J. (Jessica) van, Isgum, I. (Ivana), Galesloot, T.E. (Tessel), Arpegård, J. (Johannes), Amouyel, P. (Philippe), Trompet, S. (Stella), Waldenberger, M. (Melanie), Dörr, M. (Marcus), Magnusson, P.K. (Patrik), Giedraitis, V. (Vilmantas), Larsson, A. (Anders), Morris, A.P. (Andrew), Felix, J.F. (Janine), Morrison, A.C. (Alanna C.), Franceschini, N. (Nora), Bis, J.C. (Joshua), Kavousi, M. (Maryam), O'Donnell, C.J. (Christopher), Drenos, F. (Fotios), Tragante, V. (Vinicius), Munroe, P. (Patricia), Malik, R. (Rainer), Kubisch, C. (Christian), Worrall, B.B. (Bradford B.), Erdmann, J. (Jeanette), Nelson, C.P. (Christopher P.), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Marchini, J. (Jonathan), Patel, R.S. (Riyaz), Hingorani, A. (Aroon), Kao, W.H.L. (Wen), Pedersen, N.L. (Nancy), Graaf, J. (Jacqueline) de, Kiemeney, L.A.L.M. (Bart), Baumeister, S.E. (Sebastian), Franco, O.H. (Oscar), Hofman, A. (Albert), Uitterlinden, A.G. (André), Koenig, W. (Wolfgang), Meisinger, C. (Christa), Peters, A. (Annette), Thorand, B. (Barbara), Jukema, J.W. (Jan Wouter), Eriksen, B.O. (Bjørn Odvar), Toft, I. (Ingrid), Wilsgaard, T. (Tom), Onland-Moret, N.C. (N. Charlotte), Schouw, Y.T. (Yvonne) van der, Debette, S. (Stéphanie), Kumari, M. (Meena), Svensson, P. (Per), van der Harst, P. (Pim), Kivimaki, M. (Mika), Keating, J. (John), Sattar, N. (Naveed), Dehghan, A. (Abbas), Reiner, A. (Alexander), Ingelsson, E. (Erik), Ruijter, H.M. (Hester ) den, Bakker, P.I.W. (Paul) de, Pasterkamp, G. (Gerard), Ärnlöv, J. (Johan), Holmes, M.V. (Michael), and Asselbergs, F.W. (Folkert)
Abstract: __Background__ Epidemiological studies show that high circulating cystatin C is associated with risk of cardiovascular disease (CVD), independent of creatinine-based renal function measurements. It is unclear whether this relationship is causal, arises from residual confounding, and/or is a consequence of reverse causation. __Objectives__ The aim of this study was to use Mendelian randomization to investigate whether cystatin C is causally related to CVD in the general population. __Methods__ We incorporated participant data from 16 prospective cohorts (n = 76,481) with 37,126 measures of cystatin C and added genetic data from 43 studies (n = 252,216) with 63,292 CVD events. We used the common variant rs911119 in CST3 as an instrumental variable to investigate the causal role of cystatin C in CVD, including coronary heart disease, ischemic stroke, and heart failure. __Results__ Cystatin C concentrations were associated with CVD risk after adjusting for age, sex, and traditional risk factors (relative risk: 1.82 per doubling of cystatin C; 95% confidence interval [CI]: 1.56 to 2.13; p = 2.12 × 10−14). The minor allele of rs911119 was associated with decreased serum cystatin C (6.13% per allele; 95% CI: 5.75 to 6.50; p = 5.95 × 10−211), explaining 2.8% of the observed variation in cystatin C. Mendelian randomization analysis did not provide evidence for a causal role of cystatin C, with a causal relative risk for CVD of 1.00 per doubling cystatin C (95% CI: 0.82 to 1.22; p = 0.994), which was statistically different from the observational estimate (p = 1.6 × 10−5). A causal effect of cystatin C was not detected for any individual component of CVD. __Conclusions__ Mendelian randomization analyses did not support a causal role of cystatin C in the etiology of CVD. As such, therapeutics targeted at lowering circulating cystatin C are unlikely to be effective in preventing CVD.
Published: 2016
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21. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals

Author: Ehret, G.B. (Georg), Ferreira, T. (Teresa), Chasman, D.I. (Daniel), Jackson, A.U. (Anne), Schmidt, E.M. (Ellen), Johnson, T. (Toby), Thorleifsson, G. (Gudmar), Luan, J. (Jian'An), Donnelly, L.A. (Louise), Kanoni, S. (Stavroula), Petersen, A.K., Pihur, V. (Vasyl), Strawbridge, R.J. (Rona), Shungin, D. (Dmitry), Hughes, M.F. (Maria F.), Meirelles, O., Kaakinen, M. (Marika), Bouatia-Naji, N. (Nabila), Kristiansson, K. (Kati), Shah, S. (Sonia), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Lyytikäinen, L.-P. (Leo-Pekka), Fava, C. (Cristiano), Eriksson, N. (Niclas), Nolte, I.M. (Ilja), Magnusson, P.K. (Patrik), Salfati, E. (Elias), Rallidis, L.S. (Loukianos), Theusch, E. (Elizabeth), Smith, A.J. (Andrew), Folkersen, L. (Lasse), Witkowska, H.E. (Ewa), Pers, T.H. (Tune), Joehanes, R. (Roby), Kim, S.K. (Stuart K.), Lataniotis, L. (Lazaros), Jansen, R., Johnson, A.D. (Andrew), Warren, H. (Helen), Kim, Y.J., Zhao, W. (Wei), Wu, Y. (Ying), Tayo, B. (Bamidele), Bochud, M. (Murielle), Absher, D. (Devin), Adair, L.S. (Linda), Amin, N. (Najaf), Arking, D.E. (Dan), Axelsson, T. (Tomas), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Barnes, M.J. (Michael), Barroso, I.E. (Inês), Bevan, S. (Stephen), Bis, J.C. (Joshua), Bjornsdottir, G. (Gyda), Boehnke, M. (Michael), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Brown, M.J. (Morris), Burnier, M. (Michel), Cabrera, C.P. (Claudia P.), Chambers, J.C. (John), Chang, I.-S. (I-Shou), Cheng, C.-Y. (Ching-Yu), Chines, P.S. (Peter), Chung, R.-H. (Ren-Hua), Collins, F.S. (Francis), Connell, J.M. (John M.), Döring, A. (Angela), Dallongeville, J., Danesh, J. (John), Faire, U. (Ulf) de, Delgado, G., Dominiczak, A. (Anna), Doney, A.S.F. (Alex), Drenos, F. (Fotios), Edkins, T. (Ted), Eicher, J.D. (John D.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erdmann, J. (Jeanette), Eriksson, P. (Per), Esko, T. (Tõnu), Evangelou, E. (Evangelos), Evans, A. (Alun), Fall, M. (Magnus), Farrall, M. (Martin), Felix, J.F. (Janine), Ferrieres, J. (Jean), Ferrucci, L. (Luigi), Fornage, M. (Myriam), Forrester, T. (Terrence), Franceschini, N. (Nora), Franco, O.H. (Oscar), Franco-Cereceda, A. (Anders), Fraser, R.M. (Ross), Ganesh, S.K. (Santhi), Gao, H. (He), Gertow, K. (Karl), Gianfagna, F. (Francesco), Gigante, B. (Bruna), Giulianini, F. (Franco), Goel, A. (Anuj), Goodall, A.H. (Alison), Goodarzi, M. (Mark), Gorski, M. (Mathias), Gräßler, J. (Jürgen), Groves, C.J. (Christopher), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hallmans, G. (Göran), Hartikainen, A.L., Hassinen, M. (Maija), Havulinna, A.S. (Aki), Hayward, C. (Caroline), Hercberg, S. (Serge), Herzig, K.H., Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Holmen, J. (Jostein), Holmen, O.L. (Oddgeir), Hottenga, J.J. (Jouke Jan), Howard, P. (Philip), Hsiung, C.A. (Chao A.), Hunt, S.C. (Steven), Ikram, M.K. (Kamran), Illig, T. (Thomas), Iribarren, C. (Carlos), Jensen, R.A. (Richard A.), Kähönen, M. (Mika), Kang, H.M. (Hyun Min), Kathiresan, S. (Sekar), Keating, J. (John), Khaw, K.T., Kim, Y.K. (Yun Kyoung), Kim, E. (Eric), Kivimaki, M. (Mika), Klopp, N. (Norman), Kolovou, G. (Genovefa), Komulainen, P. (Pirjo), Kooner, J.S. (Jaspal S.), Kosova, G. (Gulum), Krauss, R.M. (Ronald), Kuh, D. (Diana), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Lee, N.R. (Nanette), Lee, I.T., Lee, W.-J. (Wen-Jane), Levy, D. (Daniel), Li, X. (Xiaohui), Liang, K.-W. (Kae-Woei), Lin, H. (Honghuang), Lin, L. (Li), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Männistö, S. (Satu), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), MacH, F. (François), Markus, H.S. (Hugh), Marouli, E. (Eirini), McCarthy, M.I. (Mark), McKenzie, C.A. (Colin), Meneton, P. (Pierre), Menni, C. (Cristina), Metspalu, A. (Andres), Mijatovic, V. (Vladan), Moilanen, L. (Leena), Montasser, M.E. (May E.), Morris, A.D. (Andrew), Morrison, A.C. (Alanna), Mulas, A. (Antonella), Nagaraja, R. (Ramaiah), Narisu, N. (Narisu), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), O'Reilly, P.F. (Paul), Ong, K.K. (Ken), Paccaud, F. (Fred), Palmer, C. (Cameron), Parsa, A. (Afshin), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Quertermous, T. (Thomas), Rao, D.C. (Dabeeru C.), Rasheed, A. (Asif), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Roberts, R. (Robert), Rose, L.M. (Lynda), Rossouw, J. (Jacques), Samani, N.J. (Nilesh), Sanna, S. (Serena), Saramies, J. (Jouko), Schunkert, H. (Heribert), Sebert, S. (Sylvain), Sheu, W.H.-H. (Wayne H.-H.), Shin, Y.-A. (Young-Ah), Sim, X. (Xueling), Smith, A.V. (Davey), Smith, A.V. (Albert Vernon), Sosa, M.X. (Maria X.), Spector, T.D. (Timothy), Stancáková, A. (Alena), Stanton, A. (Alice), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swift, A.J. (Amy), Syvänen, A.C., Tai, E.-S. (E-Shyong), Tanaka, T. (Toshiko), Tarasov, K.V. (Kirill), Teumer, A. (Alexander), Thorsteinsdottir, U. (Unnur), Tobin, M.D. (Martin), Tremoli, E. (Elena), Uitterlinden, A.G. (Andre G.), Uusitupa, M. (Matti), Vaez, A. (Ahmad), Vaidya, D. (Dhananjay), Van Duijn, C.M. (Cornelia M.), Iperen, E.P.A. (Erik) van, Vasan, R.S. (Ramachandran S.), Verwoert, G.C. (Germaine), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Voight, B.F. (Benjamin), Vollenweider, P. (Peter), Wagner, A. (Aline), Wain, L.V. (Louise V.), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weder, A.B. (Alan), Westra, H.J. (Harm-Jan), Wilks, R. (Rainford), Wilsgaard, T. (Tom), Wilson, J.F. (James F.), Wong, T.Y. (Tien Y.), Yang, T.-P. (Tsun-Po), Yao, J. (Jiefen), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhu, X. (Xiaofeng), Bovet, P. (Pascal), Cooper, R.S. (Richard S.), Mohlke, K.L. (Karen), Saleheen, D. (Danish), Lee, J.-Y. (Jong-Young), Elliott, P. (Paul), Gierman, L.M. (Lobke), Willer, C.J. (Cristen), Franke, L. (Lude), Hovingh, G.K. (Kees), Taylor, K.D. (Kent), Dedoussis, G.V. (George), Sever, P. (Peter), Wong, A. (Andrew), Kao, W.H.L. (Wen), Assimes, T.L. (Themistocles), Njølstad, I. (Inger), Schwarz, P.E.H. (Peter), Langenberg, C. (Claudia), Snieder, H. (Harold), Caulfield, M. (Mark), Melander, O. (Olle), Laakso, M. (Markku), Saltevo, J. (Juha), Rauramaa, R. (Rainer), Tuomilehto, J. (Jaakko), Ingelsson, E. (Erik), Lehtimäki, T. (Terho), Hveem, K. (Kristian), Palmas, W. (Walter), März, W. (Winfried), Kumari, M. (Meena), Salomaa, V. (Veikko), Chen, Y.D. (Y.), Rotter, J.I. (Jerome I.), Froguel, P. (Philippe), Jarvelin, M.-R. (Marjo-Riitta), Lakatta, E. (Edward), Kuulasmaa, K. (Kari), Franks, P.W. (Paul), Hamsten, A. (Anders), Wichmann, H.E. (Heinz Erich), Palmer, C.N.A. (Colin), Stefansson, K. (Kari), Ridker, P.M. (Paul), Loos, R.J.F. (Ruth), Chakravarti, A. (Aravinda), Deloukas, P. (Panagiotis), Morris, A.P. (Andrew), Newton-Cheh, C. (C.), Munroe, P. (Patricia), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Chasman, D.I. (Daniel), Jackson, A.U. (Anne), Schmidt, E.M. (Ellen), Johnson, T. (Toby), Thorleifsson, G. (Gudmar), Luan, J. (Jian'An), Donnelly, L.A. (Louise), Kanoni, S. (Stavroula), Petersen, A.K., Pihur, V. (Vasyl), Strawbridge, R.J. (Rona), Shungin, D. (Dmitry), Hughes, M.F. (Maria F.), Meirelles, O., Kaakinen, M. (Marika), Bouatia-Naji, N. (Nabila), Kristiansson, K. (Kati), Shah, S. (Sonia), Kleber, M.E. (Marcus), Guo, X. (Xiuqing), Lyytikäinen, L.-P. (Leo-Pekka), Fava, C. (Cristiano), Eriksson, N. (Niclas), Nolte, I.M. (Ilja), Magnusson, P.K. (Patrik), Salfati, E. (Elias), Rallidis, L.S. (Loukianos), Theusch, E. (Elizabeth), Smith, A.J. (Andrew), Folkersen, L. (Lasse), Witkowska, H.E. (Ewa), Pers, T.H. (Tune), Joehanes, R. (Roby), Kim, S.K. (Stuart K.), Lataniotis, L. (Lazaros), Jansen, R., Johnson, A.D. (Andrew), Warren, H. (Helen), Kim, Y.J., Zhao, W. (Wei), Wu, Y. (Ying), Tayo, B. (Bamidele), Bochud, M. (Murielle), Absher, D. (Devin), Adair, L.S. (Linda), Amin, N. (Najaf), Arking, D.E. (Dan), Axelsson, T. (Tomas), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Barnes, M.J. (Michael), Barroso, I.E. (Inês), Bevan, S. (Stephen), Bis, J.C. (Joshua), Bjornsdottir, G. (Gyda), Boehnke, M. (Michael), Boerwinkle, E.A. (Eric), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Brown, M.J. (Morris), Burnier, M. (Michel), Cabrera, C.P. (Claudia P.), Chambers, J.C. (John), Chang, I.-S. (I-Shou), Cheng, C.-Y. (Ching-Yu), Chines, P.S. (Peter), Chung, R.-H. (Ren-Hua), Collins, F.S. (Francis), Connell, J.M. (John M.), Döring, A. (Angela), Dallongeville, J., Danesh, J. (John), Faire, U. (Ulf) de, Delgado, G., Dominiczak, A. (Anna), Doney, A.S.F. (Alex), Drenos, F. (Fotios), Edkins, T. (Ted), Eicher, J.D. (John D.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erdmann, J. (Jeanette), Eriksson, P. (Per), Esko, T. (Tõnu), Evangelou, E. (Evangelos), Evans, A. (Alun), Fall, M. (Magnus), Farrall, M. (Martin), Felix, J.F. (Janine), Ferrieres, J. (Jean), Ferrucci, L. (Luigi), Fornage, M. (Myriam), Forrester, T. (Terrence), Franceschini, N. (Nora), Franco, O.H. (Oscar), Franco-Cereceda, A. (Anders), Fraser, R.M. (Ross), Ganesh, S.K. (Santhi), Gao, H. (He), Gertow, K. (Karl), Gianfagna, F. (Francesco), Gigante, B. (Bruna), Giulianini, F. (Franco), Goel, A. (Anuj), Goodall, A.H. (Alison), Goodarzi, M. (Mark), Gorski, M. (Mathias), Gräßler, J. (Jürgen), Groves, C.J. (Christopher), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hallmans, G. (Göran), Hartikainen, A.L., Hassinen, M. (Maija), Havulinna, A.S. (Aki), Hayward, C. (Caroline), Hercberg, S. (Serge), Herzig, K.H., Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hirschhorn, J.N. (Joel), Hofman, A. (Albert), Holmen, J. (Jostein), Holmen, O.L. (Oddgeir), Hottenga, J.J. (Jouke Jan), Howard, P. (Philip), Hsiung, C.A. (Chao A.), Hunt, S.C. (Steven), Ikram, M.K. (Kamran), Illig, T. (Thomas), Iribarren, C. (Carlos), Jensen, R.A. (Richard A.), Kähönen, M. (Mika), Kang, H.M. (Hyun Min), Kathiresan, S. (Sekar), Keating, J. (John), Khaw, K.T., Kim, Y.K. (Yun Kyoung), Kim, E. (Eric), Kivimaki, M. (Mika), Klopp, N. (Norman), Kolovou, G. (Genovefa), Komulainen, P. (Pirjo), Kooner, J.S. (Jaspal S.), Kosova, G. (Gulum), Krauss, R.M. (Ronald), Kuh, D. (Diana), Kutalik, Z. (Zoltán), Kuusisto, J. (Johanna), Kvaløy, K. (Kirsti), Lakka, T.A. (Timo), Lee, N.R. (Nanette), Lee, I.T., Lee, W.-J. (Wen-Jane), Levy, D. (Daniel), Li, X. (Xiaohui), Liang, K.-W. (Kae-Woei), Lin, H. (Honghuang), Lin, L. (Li), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Männistö, S. (Satu), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), MacH, F. (François), Markus, H.S. (Hugh), Marouli, E. (Eirini), McCarthy, M.I. (Mark), McKenzie, C.A. (Colin), Meneton, P. (Pierre), Menni, C. (Cristina), Metspalu, A. (Andres), Mijatovic, V. (Vladan), Moilanen, L. (Leena), Montasser, M.E. (May E.), Morris, A.D. (Andrew), Morrison, A.C. (Alanna), Mulas, A. (Antonella), Nagaraja, R. (Ramaiah), Narisu, N. (Narisu), Nikus, K. (Kjell), O'Donnell, C.J. (Christopher), O'Reilly, P.F. (Paul), Ong, K.K. (Ken), Paccaud, F. (Fred), Palmer, C. (Cameron), Parsa, A. (Afshin), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Poulter, N.R. (Neil), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Quertermous, T. (Thomas), Rao, D.C. (Dabeeru C.), Rasheed, A. (Asif), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Roberts, R. (Robert), Rose, L.M. (Lynda), Rossouw, J. (Jacques), Samani, N.J. (Nilesh), Sanna, S. (Serena), Saramies, J. (Jouko), Schunkert, H. (Heribert), Sebert, S. (Sylvain), Sheu, W.H.-H. (Wayne H.-H.), Shin, Y.-A. (Young-Ah), Sim, X. (Xueling), Smith, A.V. (Davey), Smith, A.V. (Albert Vernon), Sosa, M.X. (Maria X.), Spector, T.D. (Timothy), Stancáková, A. (Alena), Stanton, A. (Alice), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swift, A.J. (Amy), Syvänen, A.C., Tai, E.-S. (E-Shyong), Tanaka, T. (Toshiko), Tarasov, K.V. (Kirill), Teumer, A. (Alexander), Thorsteinsdottir, U. (Unnur), Tobin, M.D. (Martin), Tremoli, E. (Elena), Uitterlinden, A.G. (Andre G.), Uusitupa, M. (Matti), Vaez, A. (Ahmad), Vaidya, D. (Dhananjay), Van Duijn, C.M. (Cornelia M.), Iperen, E.P.A. (Erik) van, Vasan, R.S. (Ramachandran S.), Verwoert, G.C. (Germaine), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Voight, B.F. (Benjamin), Vollenweider, P. (Peter), Wagner, A. (Aline), Wain, L.V. (Louise V.), Wareham, N.J. (Nick), Watkins, H. (Hugh), Weder, A.B. (Alan), Westra, H.J. (Harm-Jan), Wilks, R. (Rainford), Wilsgaard, T. (Tom), Wilson, J.F. (James F.), Wong, T.Y. (Tien Y.), Yang, T.-P. (Tsun-Po), Yao, J. (Jiefen), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Zhu, X. (Xiaofeng), Bovet, P. (Pascal), Cooper, R.S. (Richard S.), Mohlke, K.L. (Karen), Saleheen, D. (Danish), Lee, J.-Y. (Jong-Young), Elliott, P. (Paul), Gierman, L.M. (Lobke), Willer, C.J. (Cristen), Franke, L. (Lude), Hovingh, G.K. (Kees), Taylor, K.D. (Kent), Dedoussis, G.V. (George), Sever, P. (Peter), Wong, A. (Andrew), Kao, W.H.L. (Wen), Assimes, T.L. (Themistocles), Njølstad, I. (Inger), Schwarz, P.E.H. (Peter), Langenberg, C. (Claudia), Snieder, H. (Harold), Caulfield, M. (Mark), Melander, O. (Olle), Laakso, M. (Markku), Saltevo, J. (Juha), Rauramaa, R. (Rainer), Tuomilehto, J. (Jaakko), Ingelsson, E. (Erik), Lehtimäki, T. (Terho), Hveem, K. (Kristian), Palmas, W. (Walter), März, W. (Winfried), Kumari, M. (Meena), Salomaa, V. (Veikko), Chen, Y.D. (Y.), Rotter, J.I. (Jerome I.), Froguel, P. (Philippe), Jarvelin, M.-R. (Marjo-Riitta), Lakatta, E. (Edward), Kuulasmaa, K. (Kari), Franks, P.W. (Paul), Hamsten, A. (Anders), Wichmann, H.E. (Heinz Erich), Palmer, C.N.A. (Colin), Stefansson, K. (Kari), Ridker, P.M. (Paul), Loos, R.J.F. (Ruth), Chakravarti, A. (Aravinda), Deloukas, P. (Panagiotis), Morris, A.P. (Andrew), Newton-Cheh, C. (C.), and Munroe, P. (Patricia)
Abstract: To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 individuals were used for validation. We identified 66 blood pressure-associated loci, of which 17 were new; 15 harbored multiple distinct association signals. The 66 index SNPs were enriched for cis-regulatory elements, particularly in vascular endothelial cells, consistent with a primary role in blood pressure control through modulation of vascular tone across multiple tissues. The 66 index SNPs combined in a risk score showed comparable effects in 64,421 individuals of non-European descent. The 66-SNP blood pressure risk score was significantly associated with target organ damage in multiple tissues but with minor effects in the kidney. Our findings expand current knowledge of blood pressure-related pathways and highlight tissues beyond the classical renal system in blood pressure regulation.
Published: 2016
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22. Personality polygenes, positive affect, and life satisfaction

Author: Weiss, A. (Alexander), Baselmans, B.M.L. (Bart M. L.), Hofer, E. (Edith), Yang, J. (Jingyun), Okbay, A. (Aysu), Lind, P.A. (Penelope), Miller, M. (Mike), Nolte, I.M. (Ilja), Zhao, W. (Wei), Hagenaars, S. (Saskia), Hottenga, J.J. (Jouke Jan), Matteson, L.K. (Lindsay K.), Snieder, H. (Harold), Faul, J.D. (Jessica D.), Hartman, C.A. (C.), Boyle, P.A. (Patricia A.), Tiemeier, H.W. (Henning), Mosing, M. (Miriam), Pattie, A. (Alison), Davies, G. (Gail), Liewald, D.C.M. (David), Schmidt, R. (Reinhold), Jager, P.L. (Philip) de, Heath, A.C. (Andrew C.), Jokela, M. (Markus), Starr, J.M. (John), Oldehinkel, A.J. (Albertine), Johannesson, M. (Magnus), Cesarini, D. (David), Hofman, A. (Albert), Harris, S.E. (Sarah), Smith, J.A. (Jennifer A), Keltikangas-JÃ¤rvinen, L. (Liisa), Pulkki-RÃ¥back, L. (Laura), Smith, J. (Jacqui), Iacono, W.G. (William), McGue, M. (Matt), Bennett, D.A. (David A.), Pedersen, N.L. (Nancy), Magnusson, P.K. (Patrik), Deary, I.J. (Ian), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Bartels, M. (Meike), Luciano, M. (Michelle), Weiss, A. (Alexander), Baselmans, B.M.L. (Bart M. L.), Hofer, E. (Edith), Yang, J. (Jingyun), Okbay, A. (Aysu), Lind, P.A. (Penelope), Miller, M. (Mike), Nolte, I.M. (Ilja), Zhao, W. (Wei), Hagenaars, S. (Saskia), Hottenga, J.J. (Jouke Jan), Matteson, L.K. (Lindsay K.), Snieder, H. (Harold), Faul, J.D. (Jessica D.), Hartman, C.A. (C.), Boyle, P.A. (Patricia A.), Tiemeier, H.W. (Henning), Mosing, M. (Miriam), Pattie, A. (Alison), Davies, G. (Gail), Liewald, D.C.M. (David), Schmidt, R. (Reinhold), Jager, P.L. (Philip) de, Heath, A.C. (Andrew C.), Jokela, M. (Markus), Starr, J.M. (John), Oldehinkel, A.J. (Albertine), Johannesson, M. (Magnus), Cesarini, D. (David), Hofman, A. (Albert), Harris, S.E. (Sarah), Smith, J.A. (Jennifer A), Keltikangas-JÃ¤rvinen, L. (Liisa), Pulkki-RÃ¥back, L. (Laura), Smith, J. (Jacqui), Iacono, W.G. (William), McGue, M. (Matt), Bennett, D.A. (David A.), Pedersen, N.L. (Nancy), Magnusson, P.K. (Patrik), Deary, I.J. (Ian), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Bartels, M. (Meike), and Luciano, M. (Michelle)
Abstract: Copyright Â
Published: 2016
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23. Genome-wide association study identifies 74 loci associated with educational attainment

Author: Okbay, A. (Aysu), Beauchamp, J.P. (Jonathan), Fontana, M.A. (Mark Alan), Lee, J.J. (James J.), Pers, T.H. (Tune), Rietveld, C.A. (Cornelius A.), Turley, P. (Patrick), Chen, G.-B. (Guo-Bo), Emilsson, V. (Valur), Meddens, S.F.W. (S. Fleur W.), Oskarsson, S. (Sven), Pickrell, J.K. (Joseph K.), Thom, K. (Kevin), Timshel, P. (Pascal), Vlaming, R. (Ronald) de, Abdellaoui, A. (Abdel), Ahluwalia, T.S. (Tarunveer Singh), Bacelis, J. (Jonas), Baumbach, C. (Clemens), Bjornsdottir, G. (Gyda), Brandsma, J.H. (Johan), Pina Concas, M. (Maria), Derringer, J., Furlotte, N.A. (Nicholas A.), Galesloot, T.E. (Tessel), Girotto, S., Gupta, R. (Richa), Hall, L.M. (Leanne M.), Harris, S.E. (Sarah), Hofer, E., Horikoshi, M. (Momoko), Huffman, J.E. (Jennifer E.), Kaasik, K. (Kadri), Kalafati, I.-P. (Ioanna-Panagiota), Karlsson, R. (Robert), Kong, A. (Augustine), Lahti, J. (Jari), Lee, S.J. (Sven) van der, Deleeuw, C. (Christiaan), Lind, P.A. (Penelope), Lindgren, K.-O. (Karl-Oskar), Liu, T. (Tian), Mangino, M. (Massimo), Marten, J. (Jonathan), Mihailov, E. (Evelin), Miller, M. (Mike), Most, P.J. (Peter) van der, Oldmeadow, C. (Christopher), Payton, A. (Antony), Pervjakova, N. (Natalia), Peyrot, W.J. (Wouter ), Qian, Y. (Yong), Raitakari, O. (Olli), Rueedi, R. (Rico), Salvi, E. (Erika), Schmidt, B. (Börge), Schraut, K.E. (Katharina E.), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Poot, R.A. (Raymond), St Pourcain, B. (Beate), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Verweij, N. (Niek), Vuckovic, D. (Dragana), Wellmann, J. (Juergen), Westra, H.J. (Harm-Jan), Yang, J. (Jingyun), Zhao, W. (Wei), Zhu, Z. (Zhihong), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Bakshi, A. (Andrew), Baumeister, S.E. (Sebastian), Biino, G. (Ginevra), Bønnelykke, K. (Klaus), Boyle, P.A. (Patricia), Campbell, H. (Harry), Cappuccio, F.P. (Francesco P.), Davies, G. (Gail), Neve, J.E. (Jan-Emmanuel) de, Deloukas, P. (Panagiotis), Demuth, I. (Ilja), Ding, J. (Jun), Eibich, P. (Peter), Eisele, L. (Lewin), Eklund, N. (Niina), Evans, D.M. (David), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Forstner, A.J. (Andreas), Gandin, I. (Ilaria), Gunnarsson, B. (Bjarni), Halldorsson, B.V. (Bjarni), Harris, T.B. (Tamara), Holliday, E.G. (Elizabeth), Heath, A.C. (Andrew C.), Hocking, L.J., Homuth, G. (Georg), Horan, M. (Mike), Hottenga, J.J. (Jouke Jan), Jager, P.L. (Philip) de, Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kähönen, M. (Mika), Kanoni, S. (Stavroula), Keltigangas-Järvinen, L. (Liisa), Kiemeney, L.A.L.M. (Bart), Kolcic, I. (Ivana), Koskinen, S. (Seppo), Kraja, A. (Aldi), Kroh, M. (Martin), Kutalik, Z. (Zoltán), Latvala, A. (Antti), Launer, L.J. (Lenore), Lebreton, M.P. (Maël P.), Levinson, D.F. (Douglas F.), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Loukola, A. (Anu), Madden, P.A. (Pamela), Mägi, R. (Reedik), Mäki-Opas, T. (Tomi), Marioni, R.E. (Riccardo), Marques-Vidal, P. (Pedro), Meddens, G.A. (Gerardus A.), Mcmahon, G. (George), Meisinger, C. (Christa), Meitinger, T. (Thomas), Milaneschi, Y. (Yusplitri), Milani, L. (Lili), Montgomery, G.W. (Grant), Myhre, R. (Ronny), Nelson, C.P. (Christopher P.), Nyholt, D.R. (Dale), Ollier, W.E.R. (William), Palotie, A. (Aarno), Paternoster, L. (Lavinia), Pedersen, N.L. (Nancy), Petrovic, K. (Katja), Porteous, D.J. (David J.), Räikkönen, K. (Katri), Ring, S.M. (Susan M.), Robino, A. (Antonietta), Rostapshova, O. (Olga), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sanders, A.R. (Alan R.), Sarin, A.-P., Schmidt, R. (Reinhold), Scott, R.J. (Rodney), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Staessen, J.A. (Jan), Steinhagen-Thiessen, E. (Elisabeth), Strauch, K. (Konstantin), Terracciano, A., Tobin, M.D. (Martin), Ulivi, S. (Shelia), Vaccargiu, S. (Simona), Quaye, L. (Lydia), Rooij, F.J.A. (Frank) van, Venturini, C. (Cristina), Vinkhuyzen, A.A.E. (Anna A.), Völker, U. (Uwe), Völzke, H. (Henry), Vonk, J.M. (Judith), Vozzi, D. (Diego), Waage, J. (Johannes), Ware, E.B. (Erin B.), Willemsen, G.A.H.M. (Gonneke), Attia, J. (John), Bennett, D.A. (David A.), Berger, K. (Klaus), Bertram, L. (Lars), Bisgaard, H. (Hans), Boomsma, D.I. (Dorret), Borecki, I.B. (Ingrid), Bültmann, U. (Ute), Chabris, C.F. (Christopher F.), Cucca, F. (Francesco), Cusi, D. (Daniele), Deary, I.J. (Ian), Dedoussis, G.V. (George), Duijn, C.M. (Cornelia) van, Hagen, K. (Knut), Franke, B. (Barbara), Franke, L. (Lude), Gasparini, P. (Paolo), Gejman, P.V. (Pablo), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Gratten, J. (Jacob), Groenen, P.J.F. (Patrick), Gudnason, V. (Vilmundur), Harst, P. (Pim) van der, Hayward, C. (Caroline), Hinds, D.A. (David A.), Hoffmann, W. (Wolfgang), Hypponen, E. (Elina), Iacono, W.G. (William), Jacobsson, B. (Bo), Jarvelin, M.-R. (Marjo-Riitta), JöCkel, K.-H. (Karl-Heinz), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Lehtimäki, T. (Terho), Lehrer, S.F. (Steven F.), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Metspalu, A. (Andres), Pendleton, N. (Neil), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pirastu, N. (Nicola), Pirastu, M. (Mario), Polasek, O. (Ozren), Posthuma, D. (Danielle), Power, C. (Christopher), Province, M.A. (Mike), Samani, N.J. (Nilesh), Schlessinger, D. (David), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Thorsteinsdottir, U. (Unnur), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas J.), Tiemeier, H.W. (Henning), Tung, J.Y. (Joyce Y.), Uitterlinden, A.G. (André), Vitart, V. (Veronique), Vollenweider, P. (Peter), Weir, D.R. (David), Wilson, J.F. (James F.), Wright, A.F. (Alan), Conley, D.C. (Dalton C.), Krueger, R.F., Smith, A.V. (Davey), Hofman, A. (Albert), Laibson, D. (David), Medland, S.E. (Sarah), Meyer, M.N. (Michelle N.), Yang, J. (Joanna), Johannesson, M. (Magnus), Visscher, P.M. (Peter), Esko, T. (Tõnu), Koellinger, Ph.D. (Philipp), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Okbay, A. (Aysu), Beauchamp, J.P. (Jonathan), Fontana, M.A. (Mark Alan), Lee, J.J. (James J.), Pers, T.H. (Tune), Rietveld, C.A. (Cornelius A.), Turley, P. (Patrick), Chen, G.-B. (Guo-Bo), Emilsson, V. (Valur), Meddens, S.F.W. (S. Fleur W.), Oskarsson, S. (Sven), Pickrell, J.K. (Joseph K.), Thom, K. (Kevin), Timshel, P. (Pascal), Vlaming, R. (Ronald) de, Abdellaoui, A. (Abdel), Ahluwalia, T.S. (Tarunveer Singh), Bacelis, J. (Jonas), Baumbach, C. (Clemens), Bjornsdottir, G. (Gyda), Brandsma, J.H. (Johan), Pina Concas, M. (Maria), Derringer, J., Furlotte, N.A. (Nicholas A.), Galesloot, T.E. (Tessel), Girotto, S., Gupta, R. (Richa), Hall, L.M. (Leanne M.), Harris, S.E. (Sarah), Hofer, E., Horikoshi, M. (Momoko), Huffman, J.E. (Jennifer E.), Kaasik, K. (Kadri), Kalafati, I.-P. (Ioanna-Panagiota), Karlsson, R. (Robert), Kong, A. (Augustine), Lahti, J. (Jari), Lee, S.J. (Sven) van der, Deleeuw, C. (Christiaan), Lind, P.A. (Penelope), Lindgren, K.-O. (Karl-Oskar), Liu, T. (Tian), Mangino, M. (Massimo), Marten, J. (Jonathan), Mihailov, E. (Evelin), Miller, M. (Mike), Most, P.J. (Peter) van der, Oldmeadow, C. (Christopher), Payton, A. (Antony), Pervjakova, N. (Natalia), Peyrot, W.J. (Wouter ), Qian, Y. (Yong), Raitakari, O. (Olli), Rueedi, R. (Rico), Salvi, E. (Erika), Schmidt, B. (Börge), Schraut, K.E. (Katharina E.), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Poot, R.A. (Raymond), St Pourcain, B. (Beate), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), Verweij, N. (Niek), Vuckovic, D. (Dragana), Wellmann, J. (Juergen), Westra, H.J. (Harm-Jan), Yang, J. (Jingyun), Zhao, W. (Wei), Zhu, Z. (Zhihong), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Bakshi, A. (Andrew), Baumeister, S.E. (Sebastian), Biino, G. (Ginevra), Bønnelykke, K. (Klaus), Boyle, P.A. (Patricia), Campbell, H. (Harry), Cappuccio, F.P. (Francesco P.), Davies, G. (Gail), Neve, J.E. (Jan-Emmanuel) de, Deloukas, P. (Panagiotis), Demuth, I. (Ilja), Ding, J. (Jun), Eibich, P. (Peter), Eisele, L. (Lewin), Eklund, N. (Niina), Evans, D.M. (David), Faul, J.D. (Jessica D.), Feitosa, M.F. (Mary Furlan), Forstner, A.J. (Andreas), Gandin, I. (Ilaria), Gunnarsson, B. (Bjarni), Halldorsson, B.V. (Bjarni), Harris, T.B. (Tamara), Holliday, E.G. (Elizabeth), Heath, A.C. (Andrew C.), Hocking, L.J., Homuth, G. (Georg), Horan, M. (Mike), Hottenga, J.J. (Jouke Jan), Jager, P.L. (Philip) de, Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kähönen, M. (Mika), Kanoni, S. (Stavroula), Keltigangas-Järvinen, L. (Liisa), Kiemeney, L.A.L.M. (Bart), Kolcic, I. (Ivana), Koskinen, S. (Seppo), Kraja, A. (Aldi), Kroh, M. (Martin), Kutalik, Z. (Zoltán), Latvala, A. (Antti), Launer, L.J. (Lenore), Lebreton, M.P. (Maël P.), Levinson, D.F. (Douglas F.), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Loukola, A. (Anu), Madden, P.A. (Pamela), Mägi, R. (Reedik), Mäki-Opas, T. (Tomi), Marioni, R.E. (Riccardo), Marques-Vidal, P. (Pedro), Meddens, G.A. (Gerardus A.), Mcmahon, G. (George), Meisinger, C. (Christa), Meitinger, T. (Thomas), Milaneschi, Y. (Yusplitri), Milani, L. (Lili), Montgomery, G.W. (Grant), Myhre, R. (Ronny), Nelson, C.P. (Christopher P.), Nyholt, D.R. (Dale), Ollier, W.E.R. (William), Palotie, A. (Aarno), Paternoster, L. (Lavinia), Pedersen, N.L. (Nancy), Petrovic, K. (Katja), Porteous, D.J. (David J.), Räikkönen, K. (Katri), Ring, S.M. (Susan M.), Robino, A. (Antonietta), Rostapshova, O. (Olga), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sanders, A.R. (Alan R.), Sarin, A.-P., Schmidt, R. (Reinhold), Scott, R.J. (Rodney), Smith, B.H. (Blair), Smith, J.A. (Jennifer A), Staessen, J.A. (Jan), Steinhagen-Thiessen, E. (Elisabeth), Strauch, K. (Konstantin), Terracciano, A., Tobin, M.D. (Martin), Ulivi, S. (Shelia), Vaccargiu, S. (Simona), Quaye, L. (Lydia), Rooij, F.J.A. (Frank) van, Venturini, C. (Cristina), Vinkhuyzen, A.A.E. (Anna A.), Völker, U. (Uwe), Völzke, H. (Henry), Vonk, J.M. (Judith), Vozzi, D. (Diego), Waage, J. (Johannes), Ware, E.B. (Erin B.), Willemsen, G.A.H.M. (Gonneke), Attia, J. (John), Bennett, D.A. (David A.), Berger, K. (Klaus), Bertram, L. (Lars), Bisgaard, H. (Hans), Boomsma, D.I. (Dorret), Borecki, I.B. (Ingrid), Bültmann, U. (Ute), Chabris, C.F. (Christopher F.), Cucca, F. (Francesco), Cusi, D. (Daniele), Deary, I.J. (Ian), Dedoussis, G.V. (George), Duijn, C.M. (Cornelia) van, Hagen, K. (Knut), Franke, B. (Barbara), Franke, L. (Lude), Gasparini, P. (Paolo), Gejman, P.V. (Pablo), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Gratten, J. (Jacob), Groenen, P.J.F. (Patrick), Gudnason, V. (Vilmundur), Harst, P. (Pim) van der, Hayward, C. (Caroline), Hinds, D.A. (David A.), Hoffmann, W. (Wolfgang), Hypponen, E. (Elina), Iacono, W.G. (William), Jacobsson, B. (Bo), Jarvelin, M.-R. (Marjo-Riitta), JöCkel, K.-H. (Karl-Heinz), Kaprio, J. (Jaakko), Kardia, S.L.R. (Sharon), Lehtimäki, T. (Terho), Lehrer, S.F. (Steven F.), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Metspalu, A. (Andres), Pendleton, N. (Neil), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pirastu, N. (Nicola), Pirastu, M. (Mario), Polasek, O. (Ozren), Posthuma, D. (Danielle), Power, C. (Christopher), Province, M.A. (Mike), Samani, N.J. (Nilesh), Schlessinger, D. (David), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Thorsteinsdottir, U. (Unnur), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas J.), Tiemeier, H.W. (Henning), Tung, J.Y. (Joyce Y.), Uitterlinden, A.G. (André), Vitart, V. (Veronique), Vollenweider, P. (Peter), Weir, D.R. (David), Wilson, J.F. (James F.), Wright, A.F. (Alan), Conley, D.C. (Dalton C.), Krueger, R.F., Smith, A.V. (Davey), Hofman, A. (Albert), Laibson, D. (David), Medland, S.E. (Sarah), Meyer, M.N. (Michelle N.), Yang, J. (Joanna), Johannesson, M. (Magnus), Visscher, P.M. (Peter), Esko, T. (Tõnu), Koellinger, Ph.D. (Philipp), Cesarini, D. (David), and Benjamin, D.J. (Daniel J.)
Abstract: Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals. Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
Published: 2016
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24. The Influence of Age and Sex on Genetic Associations with Adult Body Size and Shape: A Large-Scale Genome-Wide Interaction Study

Author: Winkler, T.W. (Thomas W.), Justice, A.E. (Anne), Graff, M.J. (Maud J.L.), Barata, L. (Llilda), Feitosa, M.F. (Mary Furlan), Chu, S. (Su), Czajkowski, J. (Jacek), Esko, T. (Tõnu), Fall, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Lu, Y. (Yingchang), Mägi, R. (Reedik), Mihailov, E. (Evelin), Pers, T.H. (Tune), Rüeger, S. (Sina), Teumer, A. (Alexander), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Heard-Costa, N.L. (Nancy), Karjalainen, J. (Juha), Lagou, V. (Vasiliki), Mahajan, A. (Anubha), Neinast, M.D. (Michael D.), Prokopenko, I. (Inga), Simino, J. (Jeannette), Teslovich, T.M. (Tanya M.), Jansen, R., Westra, H.J. (Harm-Jan), White, C.C. (Charles), Absher, D. (Devin), Ahluwalia, T.S. (Tarunveer Singh), Ahmad, S. (Shafqat), Albrecht, E. (Eva), Alves, A.C. (Alexessander Couto), Bragg-Gresham, J.L. (Jennifer L.), Craen, A.J. (Anton) de, Bis, J.C. (Joshua), Bonnefond, A. (Amélie), Boucher, G. (Gabrielle), Cadby, G. (Gemma), Cheng, Y.-C. (Yu-Ching), Chiang, C.W. (Charleston W K), Delgado, G., Demirkan, A. (Ayşe), Dueker, N. (Nicole), Eklund, N. (Niina), Eiriksdottir, G. (Gudny), Eriksson, J. (Joel), Feenstra, B. (Bjarke), Fischer, K. (Krista), Frau, F. (Francesca), Galesloot, T.E. (Tessel), Geller, F. (Frank), Goel, A. (Anuj), Gorski, M. (Mathias), Grammer, T.B. (Tanja), Gustafsson, S. (Stefan), Haitjema, S. (Saskia), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Jacobs, K.B. (Kevin), Johansson, A. (Åsa), Kaakinen, M. (Marika), Kleber, M.E. (Marcus), Lahti, J. (Jari), Leach, I.M. (Irene Mateo), Lehne, B. (Benjamin), Liu, Y. (Youfang), Lo, K.S., Lorentzon, M. (Mattias), Luan, J. (Jian'An), Madden, P.A. (Pamela), Mangino, M. (Massimo), McKnight, B. (Barbara), Medina-Gomez, C. (Carolina), Monda, K.L. (Keri), Montasser, M.E. (May E.), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Panoutsopoulou, K. (Kalliope), Pascoe, L. (Laura), Paternoster, L. (Lavinia), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rizzi, F. (Federica), Rose, L.M. (Lynda), Ryan, K.A. (Kathy A.), Salo, P. (Perttu), Sanna, S. (Serena), Scharnagl, H. (Hubert), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Southam, L. (Lorraine), Stancáková, A. (Alena), Steinthorsdottir, V. (Valgerdur), Strawbridge, R.J. (Rona), Sung, Y.J. (Yun Ju), Tachmazidou, I. (Ioanna), Tanaka, T. (Toshiko), Thorleifsson, G. (Gudmar), Trompet, S. (Stella), Pervjakova, N. (Natalia), Tyrer, J.P. (Jonathan), Vandenput, L. (Liesbeth), Van Der Laan, S.W. (Sander W.), Velde, N. (Nathalie) van der, Setten, J. (Jessica) van, Vliet-Ostaptchouk, J.V. (Jana) van, Verweij, N. (Niek), Vlachopoulou, E. (Efthymia), Waite, L. (Lindsay), Wang, S.R. (Sophie), Wang, Z. (Zhaoming), Wild, S.H. (Sarah), Willenborg, C. (Christina), Wilson, J.F. (James), Wong, A. (Andrew), Yang, J. (Jian), Yengo, L. (Loic), Yerges-Armstrong, L.M. (Laura), Yu, L. (Lei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Andersson, E.A. (Ehm Astrid), Bakker, S.J.L. (Stephan), Baldassarre, D. (Damiano), Banasik, K. (Karina), Barcella, M. (Matteo), Barlassina, C. (Cristina), Bellis, C. (Claire), Benaglio, P. (Paola), Blangero, J. (John), Blüher, M. (Matthias), Bonnet, F. (Fabrice), Bonnycastle, L.L. (Lori), Boyd, H.A. (Heather), Bruinenberg, M. (M.), Buchman, A.S. (Aron S.), Campbell, H. (Harry), Chen, Y.D. (Y.), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Cole, J.W. (John W.), Collins, F.S. (Francis), Geus, E.J.C. (Eco) de, Groot, L.C.P.G.M. (Lisette) de, Dimitriou, M. (Maria), Duan, J. (Jubao), Enroth, S. (Stefan), Eury, E. (Elodie), Farmaki, A.-E. (Aliki-Eleni), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gejman, P.V. (Pablo), Gigante, B. (Bruna), Glorioso, N. (Nicola), Go, A.T.J.I. (Attie), Gottesman, R.F. (Rebecca), Gräßler, J. (Jürgen), Grallert, H. (Harald), Grarup, N. (Niels), Gu, Y.-M. (Yu-Mei), Broer, L. (Linda), Ham, A.C. (Annelies), Hansen, T. (T.), Harris, T.B. (Tamara), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Heath, A.C. (Andrew), Henders, A.K. (Anjali), Hernandez, D.G. (Dena), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Hui, J. (Jennie), Husemoen, L.L. (Lise L.), Hutri-Kähönen, N. (Nina), Hysi, P.G. (Pirro), Illig, T. (Thomas), Jager, P.L. (Philip) de, Jalilzadeh, S. (Shapour), Jorgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Juonala, M. (Markus), Kanoni, S. (Stavroula), Karaleftheri, M. (Maria), Khaw, K.T., Kinnunen, L. (Leena), Kittner, T. (Thomas), Koenig, W. (Wolfgang), Kolcic, I. (Ivana), Kovacs, P. (Peter), Krarup, N.T. (Nikolaj T.), Kratzer, W. (Wolfgang), Krüger, J. (Janine), Kuh, D. (Diana), Kumari, M. (Meena), Kyriakou, T. (Theodosios), Langenberg, C. (Claudia), Lannfelt, L. (Lars), Lanzani, C. (Chiara), Lotay, V. (Vaneet), Launer, L.J. (Lenore), Leander, K. (Karin), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y.-P. (Yan-Ping), Lobbens, S. (Stéphane), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Magnusson, P.K. (Patrik), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Milani, L. (Lili), Montgomery, G.W. (Grant W.), Morris, A.P. (Andrew), Narisu, N. (Narisu), Nelis, M. (Mari), Ong, K.K. (Ken), Palotie, A. (Aarno), Perusse, L. (Louis), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Pouta, A. (Anneli), Rheinberger, M. (Myriam), Ribel-Madsen, R. (Rasmus), Richards, M. (Marcus), Rice, K.M. (Kenneth), Rice, T.K. (Treva K.), Rivolta, C. (Carlo), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Scott, W.R. (William R.), Sebert, S. (Sylvain), Sengupta, S. (Sebanti), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Silveira, A. (Angela), Slagboom, P.E. (Eline), Smit, J.H. (Jan), Sparsø, T. (Thomas), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stringham, H.M. (Heather), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Syvänen, A.C., Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Völker, U. (Uwe), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waldenberger, M. (Melanie), Walker, R.W. (Ryan W.), Wennauer, R. (Roman), Widen, E., Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Van Dijk, S. (Suzanne), Schoor, N.M. (Natasja) van, Asselbergs, F.W. (Folkert), Bakker, P.I.W. (Paul) de, Beckmann, J.S. (Jacques), Beilby, J.P. (John), Bennett, D.A. (David A.), Bergman, R.N. (Richard), Bergmann, S.M. (Sven), Böger, C.A. (Carsten), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Bottinger, E.P. (Erwin), Bouchard, C. (Claude), Chambers, J.C. (John), Chanock, S.J. (Stephen), Chasman, D.I. (Daniel), Cucca, F. (Francesco), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evans, D., Faire, U. (Ulf) de, Farrall, M. (Martin), Ferrucci, L. (Luigi), Ford, I. (Ian), Franke, L. (Lude), Franks, P.W. (Paul), Froguel, P. (Philippe), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hall, P. (Per), Hamsten, A. (Anders), Harst, P. (Pim) van der, Hayward, C. (Caroline), Heliovaara, M. (Markku), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hofman, A. (Albert), Hu, F. (Frank), Huikuri, H.V. (Heikki), Hveem, K. (Kristian), James, A. (Alan), Jordan, J.M. (Joanne M.), Jula, A. (Antti), Kähönen, M. (Mika), Kajantie, E. (Eero), Kathiresan, S. (Sekar), Kiemeney, L.A.L.M. (Bart), Kivimaki, M. (Mika), Knekt, P., Koistinen, H. (Heikki), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kuusisto, J. (Johanna), Maerz, W. (Winfried), Martin, N.G. (Nicholas), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Lettre, G. (Guillaume), Levinson, D.F. (Douglas), Kao, W.H.L. (Wen), Lokki, M.L., Mäntyselkä, P. (Pekka), Melbye, M. (Mads), Metspalu, A. (Andres), Mitchell, B.D. (Braxton), Moll, F.L. (Frans), Murray, J.C. (Jeffrey), Musk, A.W. (Arthur), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palmer, C. (Cameron), Pankow, J.S. (James), Pasterkamp, G. (Gerard), Pedersen, N.L. (Nancy), Pedersen, O. (Oluf), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Quertermous, T. (Thomas), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Rioux, J.D. (John), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Saltevo, J. (Juha), Sattar, N. (Naveed), Schunkert, H. (Heribert), Schwarz, P.E.H. (Peter), Shuldiner, A.R. (Alan), Sinisalo, J. (Juha), Snieder, H. (Harold), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Staessen, J.A. (Jan A.), Stefania, B. (Bandinelli), Thorsteinsdottir, U. (Unnur), Stumvoll, M. (Michael), Tardif, J.-C. (Jean-Claude), Tremoli, E. (Elena), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Verbeek, A.L.M., Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Vitart, V. (Veronique), Völzke, H. (Henry), Vollenweider, P. (Peter), Waeber, G. (Gérard), Walker, M. (Mark), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Zeggini, E. (Eleftheria), Chakravarti, A. (Aravinda), Clegg, D.J. (Deborah J.), Cupples, L.A. (Adrienne), Gordon-Larsen, P. (Penny), Jaquish, C.E. (Cashell), Rao, D.C. (Dabeeru C.), Abecasis, G.R. (Goncalo R.), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Berndt, S.I. (Sonja), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Groop, L. (Leif), Hunter, D. (David), Ingelsson, E. (Erik), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark I.), Mohlke, K.L. (Karen), O´Connell, J.R., Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia M.), Heid, I.M. (Iris), North, K.E. (Kari), Borecki, I.B. (Ingrid), Kutalik, Z. (Zoltán), Loos, R.J.F. (Ruth), Winkler, T.W. (Thomas W.), Justice, A.E. (Anne), Graff, M.J. (Maud J.L.), Barata, L. (Llilda), Feitosa, M.F. (Mary Furlan), Chu, S. (Su), Czajkowski, J. (Jacek), Esko, T. (Tõnu), Fall, M. (Magnus), Kilpeläinen, T.O. (Tuomas), Lu, Y. (Yingchang), Mägi, R. (Reedik), Mihailov, E. (Evelin), Pers, T.H. (Tune), Rüeger, S. (Sina), Teumer, A. (Alexander), Ehret, G.B. (Georg), Ferreira, T. (Teresa), Heard-Costa, N.L. (Nancy), Karjalainen, J. (Juha), Lagou, V. (Vasiliki), Mahajan, A. (Anubha), Neinast, M.D. (Michael D.), Prokopenko, I. (Inga), Simino, J. (Jeannette), Teslovich, T.M. (Tanya M.), Jansen, R., Westra, H.J. (Harm-Jan), White, C.C. (Charles), Absher, D. (Devin), Ahluwalia, T.S. (Tarunveer Singh), Ahmad, S. (Shafqat), Albrecht, E. (Eva), Alves, A.C. (Alexessander Couto), Bragg-Gresham, J.L. (Jennifer L.), Craen, A.J. (Anton) de, Bis, J.C. (Joshua), Bonnefond, A. (Amélie), Boucher, G. (Gabrielle), Cadby, G. (Gemma), Cheng, Y.-C. (Yu-Ching), Chiang, C.W. (Charleston W K), Delgado, G., Demirkan, A. (Ayşe), Dueker, N. (Nicole), Eklund, N. (Niina), Eiriksdottir, G. (Gudny), Eriksson, J. (Joel), Feenstra, B. (Bjarke), Fischer, K. (Krista), Frau, F. (Francesca), Galesloot, T.E. (Tessel), Geller, F. (Frank), Goel, A. (Anuj), Gorski, M. (Mathias), Grammer, T.B. (Tanja), Gustafsson, S. (Stefan), Haitjema, S. (Saskia), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jackson, A.U. (Anne), Jacobs, K.B. (Kevin), Johansson, A. (Åsa), Kaakinen, M. (Marika), Kleber, M.E. (Marcus), Lahti, J. (Jari), Leach, I.M. (Irene Mateo), Lehne, B. (Benjamin), Liu, Y. (Youfang), Lo, K.S., Lorentzon, M. (Mattias), Luan, J. (Jian'An), Madden, P.A. (Pamela), Mangino, M. (Massimo), McKnight, B. (Barbara), Medina-Gomez, C. (Carolina), Monda, K.L. (Keri), Montasser, M.E. (May E.), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nolte, I.M. (Ilja), Panoutsopoulou, K. (Kalliope), Pascoe, L. (Laura), Paternoster, L. (Lavinia), Rayner, N.W. (Nigel William), Renström, F. (Frida), Rizzi, F. (Federica), Rose, L.M. (Lynda), Ryan, K.A. (Kathy A.), Salo, P. (Perttu), Sanna, S. (Serena), Scharnagl, H. (Hubert), Shi, J. (Jianxin), Smith, A.V. (Albert Vernon), Southam, L. (Lorraine), Stancáková, A. (Alena), Steinthorsdottir, V. (Valgerdur), Strawbridge, R.J. (Rona), Sung, Y.J. (Yun Ju), Tachmazidou, I. (Ioanna), Tanaka, T. (Toshiko), Thorleifsson, G. (Gudmar), Trompet, S. (Stella), Pervjakova, N. (Natalia), Tyrer, J.P. (Jonathan), Vandenput, L. (Liesbeth), Van Der Laan, S.W. (Sander W.), Velde, N. (Nathalie) van der, Setten, J. (Jessica) van, Vliet-Ostaptchouk, J.V. (Jana) van, Verweij, N. (Niek), Vlachopoulou, E. (Efthymia), Waite, L. (Lindsay), Wang, S.R. (Sophie), Wang, Z. (Zhaoming), Wild, S.H. (Sarah), Willenborg, C. (Christina), Wilson, J.F. (James), Wong, A. (Andrew), Yang, J. (Jian), Yengo, L. (Loic), Yerges-Armstrong, L.M. (Laura), Yu, L. (Lei), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Andersson, E.A. (Ehm Astrid), Bakker, S.J.L. (Stephan), Baldassarre, D. (Damiano), Banasik, K. (Karina), Barcella, M. (Matteo), Barlassina, C. (Cristina), Bellis, C. (Claire), Benaglio, P. (Paola), Blangero, J. (John), Blüher, M. (Matthias), Bonnet, F. (Fabrice), Bonnycastle, L.L. (Lori), Boyd, H.A. (Heather), Bruinenberg, M. (M.), Buchman, A.S. (Aron S.), Campbell, H. (Harry), Chen, Y.D. (Y.), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Cole, J.W. (John W.), Collins, F.S. (Francis), Geus, E.J.C. (Eco) de, Groot, L.C.P.G.M. (Lisette) de, Dimitriou, M. (Maria), Duan, J. (Jubao), Enroth, S. (Stefan), Eury, E. (Elodie), Farmaki, A.-E. (Aliki-Eleni), Forouhi, N.G. (Nita), Friedrich, N. (Nele), Gejman, P.V. (Pablo), Gigante, B. (Bruna), Glorioso, N. (Nicola), Go, A.T.J.I. (Attie), Gottesman, R.F. (Rebecca), Gräßler, J. (Jürgen), Grallert, H. (Harald), Grarup, N. (Niels), Gu, Y.-M. (Yu-Mei), Broer, L. (Linda), Ham, A.C. (Annelies), Hansen, T. (T.), Harris, T.B. (Tamara), Hartman, C.A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nick), Hattersley, A.T. (Andrew), Heath, A.C. (Andrew), Henders, A.K. (Anjali), Hernandez, D.G. (Dena), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hovingh, G.K. (Kees), Hui, J. (Jennie), Husemoen, L.L. (Lise L.), Hutri-Kähönen, N. (Nina), Hysi, P.G. (Pirro), Illig, T. (Thomas), Jager, P.L. (Philip) de, Jalilzadeh, S. (Shapour), Jorgensen, T. (Torben), Jukema, J.W. (Jan Wouter), Juonala, M. (Markus), Kanoni, S. (Stavroula), Karaleftheri, M. (Maria), Khaw, K.T., Kinnunen, L. (Leena), Kittner, T. (Thomas), Koenig, W. (Wolfgang), Kolcic, I. (Ivana), Kovacs, P. (Peter), Krarup, N.T. (Nikolaj T.), Kratzer, W. (Wolfgang), Krüger, J. (Janine), Kuh, D. (Diana), Kumari, M. (Meena), Kyriakou, T. (Theodosios), Langenberg, C. (Claudia), Lannfelt, L. (Lars), Lanzani, C. (Chiara), Lotay, V. (Vaneet), Launer, L.J. (Lenore), Leander, K. (Karin), Lindström, J. (Jaana), Linneberg, A. (Allan), Liu, Y.-P. (Yan-Ping), Lobbens, S. (Stéphane), Luben, R.N. (Robert), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Magnusson, P.K. (Patrik), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Milani, L. (Lili), Montgomery, G.W. (Grant W.), Morris, A.P. (Andrew), Narisu, N. (Narisu), Nelis, M. (Mari), Ong, K.K. (Ken), Palotie, A. (Aarno), Perusse, L. (Louis), Pichler, I. (Irene), Pilia, M.G. (Maria Grazia), Pouta, A. (Anneli), Rheinberger, M. (Myriam), Ribel-Madsen, R. (Rasmus), Richards, M. (Marcus), Rice, K.M. (Kenneth), Rice, T.K. (Treva K.), Rivolta, C. (Carlo), Salomaa, V. (Veikko), Sanders, A.R. (Alan), Sarzynski, M.A. (Mark A.), Scholtens, S. (Salome), Scott, R.A. (Robert), Scott, W.R. (William R.), Sebert, S. (Sylvain), Sengupta, S. (Sebanti), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Silveira, A. (Angela), Slagboom, P.E. (Eline), Smit, J.H. (Jan), Sparsø, T. (Thomas), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stringham, H.M. (Heather), Swertz, M.A. (Morris A.), Swift, A.J. (Amy), Syvänen, A.C., Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tsafantakis, E. (Emmanouil), Most, P.J. (Peter) van der, Völker, U. (Uwe), Vohl, M.-C. (Marie-Claude), Vonk, J.M. (Judith), Waldenberger, M. (Melanie), Walker, R.W. (Ryan W.), Wennauer, R. (Roman), Widen, E., Willemsen, G.A.H.M. (Gonneke), Wilsgaard, T. (Tom), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Van Dijk, S. (Suzanne), Schoor, N.M. (Natasja) van, Asselbergs, F.W. (Folkert), Bakker, P.I.W. (Paul) de, Beckmann, J.S. (Jacques), Beilby, J.P. (John), Bennett, D.A. (David A.), Bergman, R.N. (Richard), Bergmann, S.M. (Sven), Böger, C.A. (Carsten), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Bornstein, S.R. (Stefan), Bottinger, E.P. (Erwin), Bouchard, C. (Claude), Chambers, J.C. (John), Chanock, S.J. (Stephen), Chasman, D.I. (Daniel), Cucca, F. (Francesco), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Hagen, K. (Knut), Evans, D., Faire, U. (Ulf) de, Farrall, M. (Martin), Ferrucci, L. (Luigi), Ford, I. (Ian), Franke, L. (Lude), Franks, P.W. (Paul), Froguel, P. (Philippe), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Gyllensten, U. (Ulf), Hall, P. (Per), Hamsten, A. (Anders), Harst, P. (Pim) van der, Hayward, C. (Caroline), Heliovaara, M. (Markku), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hofman, A. (Albert), Hu, F. (Frank), Huikuri, H.V. (Heikki), Hveem, K. (Kristian), James, A. (Alan), Jordan, J.M. (Joanne M.), Jula, A. (Antti), Kähönen, M. (Mika), Kajantie, E. (Eero), Kathiresan, S. (Sekar), Kiemeney, L.A.L.M. (Bart), Kivimaki, M. (Mika), Knekt, P., Koistinen, H. (Heikki), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kuusisto, J. (Johanna), Maerz, W. (Winfried), Martin, N.G. (Nicholas), Laakso, M. (Markku), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), Lettre, G. (Guillaume), Levinson, D.F. (Douglas), Kao, W.H.L. (Wen), Lokki, M.L., Mäntyselkä, P. (Pekka), Melbye, M. (Mads), Metspalu, A. (Andres), Mitchell, B.D. (Braxton), Moll, F.L. (Frans), Murray, J.C. (Jeffrey), Musk, A.W. (Arthur), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palmer, C. (Cameron), Pankow, J.S. (James), Pasterkamp, G. (Gerard), Pedersen, N.L. (Nancy), Pedersen, O. (Oluf), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce M.), Qi, L. (Lu), Quertermous, T. (Thomas), Raitakari, O.T. (Olli T.), Rankinen, T. (Tuomo), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Rioux, J.D. (John), Rivadeneira Ramirez, F. (Fernando), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruijter, H.M. (Hester ) den, Saltevo, J. (Juha), Sattar, N. (Naveed), Schunkert, H. (Heribert), Schwarz, P.E.H. (Peter), Shuldiner, A.R. (Alan), Sinisalo, J. (Juha), Snieder, H. (Harold), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Staessen, J.A. (Jan A.), Stefania, B. (Bandinelli), Thorsteinsdottir, U. (Unnur), Stumvoll, M. (Michael), Tardif, J.-C. (Jean-Claude), Tremoli, E. (Elena), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Verbeek, A.L.M., Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Vitart, V. (Veronique), Völzke, H. (Henry), Vollenweider, P. (Peter), Waeber, G. (Gérard), Walker, M. (Mark), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Zeggini, E. (Eleftheria), Chakravarti, A. (Aravinda), Clegg, D.J. (Deborah J.), Cupples, L.A. (Adrienne), Gordon-Larsen, P. (Penny), Jaquish, C.E. (Cashell), Rao, D.C. (Dabeeru C.), Abecasis, G.R. (Goncalo R.), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Berndt, S.I. (Sonja), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C.S. (Caroline), Groop, L. (Leif), Hunter, D. (David), Ingelsson, E. (Erik), Kaplan, R.C. (Robert), McCarthy, M.I. (Mark I.), Mohlke, K.L. (Karen), O´Connell, J.R., Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia M.), Heid, I.M. (Iris), North, K.E. (Kari), Borecki, I.B. (Ingrid), Kutalik, Z. (Zoltán), and Loos, R.J.F. (Ruth)
Abstract: Genome-wide association studies (GWAS) have identified more than 100 genetic variants contributing to BMI, a measure of body size, or waist-to-hip ratio (adjusted for BMI, WHRadjBMI), a measure of body shape. Body size and shape change as people grow older and these changes differ substantially between men and women. To systematically screen for age- and/or sex-specific effects of genetic variants on BMI and WHRadjBMI, we performed meta-analyses of 114 studies (up to 320,485 individuals of European descent) with genome-wide chip and/or Metabochip data by the Genetic Investigation of Anthropometric Traits (GIANT) Consortium. Each study tested the association of up to ~2.8M SNPs with BMI and WHRadjBMI in four strata (men ≤50y, men >50y, women ≤50y, women >50y) and summary statistics were combined in stratum-specific meta-analyses. We then screened for variants that showed age-specific effects (G x AGE), sex-specific effects (G x SEX) or age-specific effects that differed between men and women (G x AGE x SEX). For BMI, we identified 15 loci (11 previously established for main effects, four novel) that showed significant (FDR<5%) age-specific effects, of which 11 had larger effects in younger (<50y) than in older adults (≥50y). No sex-dependent effects were identified for B
Published: 2015
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25. New genetic loci link adipose and insulin biology to body fat distribution

Author: Shungin, D. (Dmitry), Winkler, T.W. (Thomas W.), Croteau-Chonka, D.C. (Damien), Ferreira, T. (Teresa), Locke, A. (Adam), Mägi, R. (Reedik), Strawbridge, R.J. (Rona), Pers, T.H. (Tune), Fischer, K. (Krista), Justice, A.E. (Anne), Workalemahu, T. (Tsegaselassie), Wu, J.M.W. (Joseph M. W.), Buchkovich, M.L. (Martin), Heard-Costa, N.L. (Nancy), Roman, T.S. (Tamara S.), Drong, A. (Alexander), Song, C. (Ci), Gustafsson, S. (Stefan), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Kutalik, Z. (Zolta'n), Luan, J., Randall, J.C. (Joshua), Scherag, A. (Andre), Vedantam, S. (Sailaja), Wood, A.R. (Andrew), Chen, J. (Jin), Fehrmann, R.S.N. (Rudolf), Karjalainen, J. (Juha), Kahali, B. (Bratati), Liu, C.-T. (Ching-Ti), Schmidt, E.M. (Ellen), Absher, D. (Devin), Amin, N. (Najaf), Beekman, M. (Marian), Bragg-Gresham, J.L. (Jennifer L.), Buyske, S. (Steven), Demirkan, A. (Ayşe), Ehret, G.B. (Georg), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Jackson, A.U. (Anne), Johnson, T. (Toby), Kleber, M.E. (Marcus), Kristiansson, K. (Kati), Mangino, M. (Massimo), Leach, I.M. (Irene Mateo), Medina-Gomez, M.C. (Carolina), Palmer, C. (Cameron), Pasko, D. (Dorota), Pechlivanis, S. (Sonali), Peters, M.J. (Marjolein), Prokopenko, I. (Inga), Stanca'kova', A. (Alena), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Vliet-Ostaptchouk, J.V. (Jana) van, Yengo, L. (Loic), Zhang, W. (Weihua), Albrecht, E. (Eva), Ärnlöv, J. (Johan), Arscott, G.M. (Gillian M.), Bandinelli, S. (Stefania), Barrett, A. (Angela), Bellis, C. (Claire), Bennett, A.J. (Amanda), Berne, C. (Christian), Blüher, M. (Matthias), Böhringer, S. (Stefan), Bonnet, F. (Fabrice), Böttcher, Y. (Yvonne), Bruinenberg, M. (M.), Carba, D.B. (Delia B.), Caspersen, I.H. (Ida H.), Clarke, R. (Robert), Daw, E.W. (E. Warwick), Deelen, J. (Joris), Deelman, E. (Ewa), Delgado, G., Doney, A.S.F. (Alex), Eklund, N. (Niina), Erdos, M.R. (Michael), Estrada Gil, K. (Karol), Eury, E. (Elodie), Friedrich, N. (Nele), Garcia, M. (Melissa), Giedraitis, V. (Vilmantas), Gigante, B. (Bruna), Go, A.T.J.I. (Attie), Golay, A. (Alain), Grallert, H. (Harald), Grammer, T.B. (Tanja), Gräsler, J. (Jürgen), Grewal, J. (Jagvir), Groves, C.J. (Christopher), Haller, T. (Toomas), Hallmans, G. (Göran), Hartman, C.A. (Catharina), Hassinen, M. (Maija), Hayward, C. (Caroline), Heikkilä, K. (Kauko), Herzig, K.H., Helmer, Q. (Quinta), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hunt, S.C. (Steven), Isaacs, A. (Aaron), Ittermann, T. (Till), James, A.L. (Alan), Johansson, I. (Inger), Juliusdottir, T. (Thorhildur), Kalafati, I.-P. (Ioanna-Panagiota), Kinnunen, L. (Leena), Koenig, W. (Wolfgang), Kooner, I.K. (Ishminder K.), Kratzer, W. (Wolfgang), Lamina, C. (Claudia), Leander, K. (Karin), Lee, N.R. (Nanette R.), Lichtner, P. (Peter), Lind, L. (Lars), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Lorentzon, M. (Mattias), MacH, F. (François), Magnusson, P.K. (Patrik), Mahajan, A. (Anubha), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Moayyeri, A. (Alireza), Monda, K.L. (Keri), Mooijaart, S.P. (Simon), Mühleisen, T.W. (Thomas), Mulas, A. (Antonella), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nagaraja, R. (Ramaiah), Nalls, M.A. (Michael), Narisu, N. (Narisu), Glorioso, N. (Nicola), Nolte, I.M. (Ilja M.), Olden, M. (Matthias), Rayner, N.W. (Nigel William), Renström, F. (Frida), Ried, J.S. (Janina), Robertson, N.R. (Neil R.), Rose, L.M. (Lynda), Sanna, S. (Serena), Scharnagl, H. (Hubert), Scholtens, S. (Salome), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Sitlani, C.M. (Colleen), Smith, A.V. (Davey), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swertz, M. (Morris), Swift, A.J. (Amy), Syvanen, A.C., Tayo, B. (Bamidele), Thorand, B. (Barbara), Thorleifsson, G. (Gudmar), Tomaschitz, A. (Andreas), Troffa, C. (Chiara), Oort, F.V.A. (Floor) van, Verweij, N. (Niek), Vonk, J.M. (Judith), Waite, L. (Lindsay), Wennauer, R. (Roman), Wilsgaard, T. (Tom), Wojczynski, M.K. (Mary ), Wong, A. (Andrew), Zhang, Q. (Qunyuan), Zhao, J.H. (Jing Hua), Brennan, E.P. (Eoin P.), Choi, M. (Murim), Eriksson, P. (Per), Folkersen, L. (Lasse), Franco-Cereceda, A. (Anders), Gharavi, A.G. (Ali G.), Hedman, A.K. (Asa), Hivert, M.-F. (Marie-France), Huang, J. (Jinyan), Kanoni, S. (Stavroula), Karpe, F. (Fredrik), Keildson, S. (Sarah), Kiryluk, K. (Krzysztof), Liang, L. (Liming), Lifton, R.P. (Richard), Ma, B. (Baoshan), McKnight, A.J. (Amy J.), McPherson, R. (Ruth), Metspalu, A. (Andres), Min, J.L. (Josine L.), Moffatt, M.F. (Miriam), Montgomery, G.W. (Grant), Murabito, J. (Joanne), Nicholson, G. (Ggeorge), Dimas, A.S. (Antigone), Olsson, C. (Christian), Perry, J.R.B. (John), Reinmaa, E. (Eva), Salem, R.M. (Rany), Sandholm, N. (Niina), Schadt, E.E. (Eric), Scott, R.A. (Robert), Stolk, L. (Lisette), Vallejo, E.E. (Edgar E.), Westra, H.J. (Harm-Jan), Zondervan, K.T. (Krina), Amouyel, P. (Philippe), Arveiler, D. (Dominique), Bakker, S.J.L. (Stephan), Beilby, J.P. (John), Bergman, R.N. (Richard), Blangero, J. (John), Brown, M.J. (Morris), Burnier, M. (Michel), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Collins, F.S. (Francis), Crawford, D.C. (Dana), Danesh, J. (John), Faire, U. (Ulf) de, Geus, E.J.C. (Eco) de, Dörr, M. (Marcus), Erbel, R. (Raimund), Hagen, K. (Knut), Farrall, M. (Martin), Ferrannini, E. (Ele), Ferrieres, J. (Jean), Forouhi, N.G. (Nita), Forrester, T. (Terrence), Franco, O.H. (Oscar), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Heliovaara, M. (Markku), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hoffmann, W. (Wolfgang), Hofman, A. (Albert), Homuth, G. (Georg), Humphries, S.E. (Steve), Hypponen, E. (Elina), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Johansen, B. (Berit), Jousilahti, P. (Pekka), Jula, A. (Antti), Kaprio, J. (Jaakko), Kee, F. (F.), Keinanen-Kiukaanniemi, S. (Sirkka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Le Marchand, L. (Loic), Lehtimäki, T. (Terho), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Marette, A. (Andre'), Matise, T.C. (Tara C.), McKenzie, C.A. (Colin A.), McKnight, B. (Barbara), Musk, A.W. (Arthur), Möhlenkamp, S. (Stefan), Morris, A.D. (Andrew), Nelis, M. (Mari), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ong, K.K. (Ken K.), Penninx, B.W.J.H. (Brenda), Peters, A. (Annette), Pramstaller, P.P. (Peter Paul), Raitakari, O. (Olli), Rankinen, T. (Tuomo), Rao, D.C. (Dabeeru C.), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Ritchie, M.D. (Marylyn D.), Rudan, I. (Igor), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Saramies, J. (Jouko), Sarzynski, M.A. (Mark A.), Schwarz, P.E.H. (Peter E. H.), Shuldiner, A.R. (Alan), Staessen, J.A. (Jan), Steinthorsdottir, V. (Valgerdur), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tremoli, E. (Elena), Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Vollenweider, P. (Peter), Wilson, J.F. (James F), Witteman, J.C.M. (Jacqueline), Adair, L.S. (Linda), Bochud, M. (Murielle), Boehm, B.O. (Bernhard), Bornstein, S.R. (Stefan R.), Bouchard, C. (Claude), Cauchi, S. (Ste'phane), Caulfield, M. (Mark), Chambers, J.C. (John C.), Chasman, D.I. (Daniel), Cooper, R.S. (Richard S.), Dedoussis, G.V. (George), Ferrucci, L. (Luigi), Froguel, P. (Philippe), Grabe, H.J. (Hans Jörgen), Hamsten, A. (Anders), Hui, J. (Jennie), Hveem, K. (Kristian), Jöckel, K.-H. (Karl-Heinz), Kivimaki, M. (Mika), Kuh, D. (Diana), Laakso, M. (Markku), Liu, Y. (YongMei), März, W. (Winfried), Munroe, P. (Patricia), Njølstad, I. (Inger), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Pedersen, N.L. (Nancy L.), Perola, M. (Markus), Perusse, L. (Louis), Peters, U. (Ulrike), Power, C. (Christopher), Quertermous, T. (Thomas), Rauramaa, R. (Rainer), Rivadeneira Ramirez, F. (Fernando), Saaristo, T. (Timo), Saleheen, D., Sinisalo, J. (Juha), Slagboom, P.E. (Eline), Snieder, H. (Harold), Spector, T.D. (Timothy), Thorsteinsdottir, U. (Unnur), Stumvoll, M. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Veronesi, G. (Giovanni), Walker, M. (Mark), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Berndt, S.I. (Sonja), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Franke, L. (Lude), Frayling, T.M. (Timothy), Groop, L. (Leif), Hunter, D. (David), Kaplan, R.C. (Robert), O´Connell, J.R., Qi, L. (Lu), Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Willer, C.J. (Cristen), Visscher, P.M. (Peter), Yang, J. (Joanna), Hirschhorn, J.N. (Joel N.), Zillikens, M.C. (Carola), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Fox, C.S. (Caroline S.), Barroso, I.E. (Inês), Franks, P.W. (Paul), Anderson, D. (Denise), Ingelsson, E. (Erik), Heid, I.M. (Iris), Loos, R.J.F. (Ruth), Cupples, L.A. (Adrienne), Morris, A.P. (Andrew), Lindgren, C.M. (Cecilia), Mohlke, K.L. (Karen), Shungin, D. (Dmitry), Winkler, T.W. (Thomas W.), Croteau-Chonka, D.C. (Damien), Ferreira, T. (Teresa), Locke, A. (Adam), Mägi, R. (Reedik), Strawbridge, R.J. (Rona), Pers, T.H. (Tune), Fischer, K. (Krista), Justice, A.E. (Anne), Workalemahu, T. (Tsegaselassie), Wu, J.M.W. (Joseph M. W.), Buchkovich, M.L. (Martin), Heard-Costa, N.L. (Nancy), Roman, T.S. (Tamara S.), Drong, A. (Alexander), Song, C. (Ci), Gustafsson, S. (Stefan), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Kutalik, Z. (Zolta'n), Luan, J., Randall, J.C. (Joshua), Scherag, A. (Andre), Vedantam, S. (Sailaja), Wood, A.R. (Andrew), Chen, J. (Jin), Fehrmann, R.S.N. (Rudolf), Karjalainen, J. (Juha), Kahali, B. (Bratati), Liu, C.-T. (Ching-Ti), Schmidt, E.M. (Ellen), Absher, D. (Devin), Amin, N. (Najaf), Beekman, M. (Marian), Bragg-Gresham, J.L. (Jennifer L.), Buyske, S. (Steven), Demirkan, A. (Ayşe), Ehret, G.B. (Georg), Feitosa, M.F. (Mary Furlan), Goel, A. (Anuj), Jackson, A.U. (Anne), Johnson, T. (Toby), Kleber, M.E. (Marcus), Kristiansson, K. (Kati), Mangino, M. (Massimo), Leach, I.M. (Irene Mateo), Medina-Gomez, M.C. (Carolina), Palmer, C. (Cameron), Pasko, D. (Dorota), Pechlivanis, S. (Sonali), Peters, M.J. (Marjolein), Prokopenko, I. (Inga), Stanca'kova', A. (Alena), Sung, Y.J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Vliet-Ostaptchouk, J.V. (Jana) van, Yengo, L. (Loic), Zhang, W. (Weihua), Albrecht, E. (Eva), Ärnlöv, J. (Johan), Arscott, G.M. (Gillian M.), Bandinelli, S. (Stefania), Barrett, A. (Angela), Bellis, C. (Claire), Bennett, A.J. (Amanda), Berne, C. (Christian), Blüher, M. (Matthias), Böhringer, S. (Stefan), Bonnet, F. (Fabrice), Böttcher, Y. (Yvonne), Bruinenberg, M. (M.), Carba, D.B. (Delia B.), Caspersen, I.H. (Ida H.), Clarke, R. (Robert), Daw, E.W. (E. Warwick), Deelen, J. (Joris), Deelman, E. (Ewa), Delgado, G., Doney, A.S.F. (Alex), Eklund, N. (Niina), Erdos, M.R. (Michael), Estrada Gil, K. (Karol), Eury, E. (Elodie), Friedrich, N. (Nele), Garcia, M. (Melissa), Giedraitis, V. (Vilmantas), Gigante, B. (Bruna), Go, A.T.J.I. (Attie), Golay, A. (Alain), Grallert, H. (Harald), Grammer, T.B. (Tanja), Gräsler, J. (Jürgen), Grewal, J. (Jagvir), Groves, C.J. (Christopher), Haller, T. (Toomas), Hallmans, G. (Göran), Hartman, C.A. (Catharina), Hassinen, M. (Maija), Hayward, C. (Caroline), Heikkilä, K. (Kauko), Herzig, K.H., Helmer, Q. (Quinta), Hillege, H.L. (Hans), Holmen, O.L. (Oddgeir), Hunt, S.C. (Steven), Isaacs, A. (Aaron), Ittermann, T. (Till), James, A.L. (Alan), Johansson, I. (Inger), Juliusdottir, T. (Thorhildur), Kalafati, I.-P. (Ioanna-Panagiota), Kinnunen, L. (Leena), Koenig, W. (Wolfgang), Kooner, I.K. (Ishminder K.), Kratzer, W. (Wolfgang), Lamina, C. (Claudia), Leander, K. (Karin), Lee, N.R. (Nanette R.), Lichtner, P. (Peter), Lind, L. (Lars), Lindström, J. (Jaana), Lobbens, S. (Stéphane), Lorentzon, M. (Mattias), MacH, F. (François), Magnusson, P.K. (Patrik), Mahajan, A. (Anubha), McArdle, W.L. (Wendy), Menni, C. (Cristina), Merger, S. (Sigrun), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Moayyeri, A. (Alireza), Monda, K.L. (Keri), Mooijaart, S.P. (Simon), Mühleisen, T.W. (Thomas), Mulas, A. (Antonella), Müller, G. (Gabriele), Müller-Nurasyid, M. (Martina), Nagaraja, R. (Ramaiah), Nalls, M.A. (Michael), Narisu, N. (Narisu), Glorioso, N. (Nicola), Nolte, I.M. (Ilja M.), Olden, M. (Matthias), Rayner, N.W. (Nigel William), Renström, F. (Frida), Ried, J.S. (Janina), Robertson, N.R. (Neil R.), Rose, L.M. (Lynda), Sanna, S. (Serena), Scharnagl, H. (Hubert), Scholtens, S. (Salome), Sennblad, B. (Bengt), Seufferlein, T. (Thomas), Sitlani, C.M. (Colleen), Smith, A.V. (Davey), Stirrups, K. (Kathy), Stringham, H.M. (Heather), Sundstrom, J. (Johan), Swertz, M. (Morris), Swift, A.J. (Amy), Syvanen, A.C., Tayo, B. (Bamidele), Thorand, B. (Barbara), Thorleifsson, G. (Gudmar), Tomaschitz, A. (Andreas), Troffa, C. (Chiara), Oort, F.V.A. (Floor) van, Verweij, N. (Niek), Vonk, J.M. (Judith), Waite, L. (Lindsay), Wennauer, R. (Roman), Wilsgaard, T. (Tom), Wojczynski, M.K. (Mary ), Wong, A. (Andrew), Zhang, Q. (Qunyuan), Zhao, J.H. (Jing Hua), Brennan, E.P. (Eoin P.), Choi, M. (Murim), Eriksson, P. (Per), Folkersen, L. (Lasse), Franco-Cereceda, A. (Anders), Gharavi, A.G. (Ali G.), Hedman, A.K. (Asa), Hivert, M.-F. (Marie-France), Huang, J. (Jinyan), Kanoni, S. (Stavroula), Karpe, F. (Fredrik), Keildson, S. (Sarah), Kiryluk, K. (Krzysztof), Liang, L. (Liming), Lifton, R.P. (Richard), Ma, B. (Baoshan), McKnight, A.J. (Amy J.), McPherson, R. (Ruth), Metspalu, A. (Andres), Min, J.L. (Josine L.), Moffatt, M.F. (Miriam), Montgomery, G.W. (Grant), Murabito, J. (Joanne), Nicholson, G. (Ggeorge), Dimas, A.S. (Antigone), Olsson, C. (Christian), Perry, J.R.B. (John), Reinmaa, E. (Eva), Salem, R.M. (Rany), Sandholm, N. (Niina), Schadt, E.E. (Eric), Scott, R.A. (Robert), Stolk, L. (Lisette), Vallejo, E.E. (Edgar E.), Westra, H.J. (Harm-Jan), Zondervan, K.T. (Krina), Amouyel, P. (Philippe), Arveiler, D. (Dominique), Bakker, S.J.L. (Stephan), Beilby, J.P. (John), Bergman, R.N. (Richard), Blangero, J. (John), Brown, M.J. (Morris), Burnier, M. (Michel), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chines, P.S. (Peter), Claudi-Boehm, S. (Simone), Collins, F.S. (Francis), Crawford, D.C. (Dana), Danesh, J. (John), Faire, U. (Ulf) de, Geus, E.J.C. (Eco) de, Dörr, M. (Marcus), Erbel, R. (Raimund), Hagen, K. (Knut), Farrall, M. (Martin), Ferrannini, E. (Ele), Ferrieres, J. (Jean), Forouhi, N.G. (Nita), Forrester, T. (Terrence), Franco, O.H. (Oscar), Gansevoort, R.T. (Ron), Gieger, C. (Christian), Gudnason, V. (Vilmundur), Haiman, C.A. (Christopher), Harris, T.B. (Tamara), Hattersley, A.T. (Andrew), Heliovaara, M. (Markku), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hoffmann, W. (Wolfgang), Hofman, A. (Albert), Homuth, G. (Georg), Humphries, S.E. (Steve), Hypponen, E. (Elina), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Johansen, B. (Berit), Jousilahti, P. (Pekka), Jula, A. (Antti), Kaprio, J. (Jaakko), Kee, F. (F.), Keinanen-Kiukaanniemi, S. (Sirkka), Kooner, J.S. (Jaspal S.), Kooperberg, C. (Charles), Kovacs, P. (Peter), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Le Marchand, L. (Loic), Lehtimäki, T. (Terho), Lyssenko, V. (Valeriya), Männistö, S. (Satu), Marette, A. (Andre'), Matise, T.C. (Tara C.), McKenzie, C.A. (Colin A.), McKnight, B. (Barbara), Musk, A.W. (Arthur), Möhlenkamp, S. (Stefan), Morris, A.D. (Andrew), Nelis, M. (Mari), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ong, K.K. (Ken K.), Penninx, B.W.J.H. (Brenda), Peters, A. (Annette), Pramstaller, P.P. (Peter Paul), Raitakari, O. (Olli), Rankinen, T. (Tuomo), Rao, D.C. (Dabeeru C.), Rice, T.K. (Treva K.), Ridker, P.M. (Paul), Ritchie, M.D. (Marylyn D.), Rudan, I. (Igor), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Saramies, J. (Jouko), Sarzynski, M.A. (Mark A.), Schwarz, P.E.H. (Peter E. H.), Shuldiner, A.R. (Alan), Staessen, J.A. (Jan), Steinthorsdottir, V. (Valgerdur), Stolk, R.P. (Ronald), Strauch, K. (Konstantin), Tönjes, A. (Anke), Tremblay, A. (Angelo), Tremoli, E. (Elena), Vohl, M.-C. (Marie-Claude), Völker, U. (Uwe), Vollenweider, P. (Peter), Wilson, J.F. (James F), Witteman, J.C.M. (Jacqueline), Adair, L.S. (Linda), Bochud, M. (Murielle), Boehm, B.O. (Bernhard), Bornstein, S.R. (Stefan R.), Bouchard, C. (Claude), Cauchi, S. (Ste'phane), Caulfield, M. (Mark), Chambers, J.C. (John C.), Chasman, D.I. (Daniel), Cooper, R.S. (Richard S.), Dedoussis, G.V. (George), Ferrucci, L. (Luigi), Froguel, P. (Philippe), Grabe, H.J. (Hans Jörgen), Hamsten, A. (Anders), Hui, J. (Jennie), Hveem, K. (Kristian), Jöckel, K.-H. (Karl-Heinz), Kivimaki, M. (Mika), Kuh, D. (Diana), Laakso, M. (Markku), Liu, Y. (YongMei), März, W. (Winfried), Munroe, P. (Patricia), Njølstad, I. (Inger), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Pedersen, N.L. (Nancy L.), Perola, M. (Markus), Perusse, L. (Louis), Peters, U. (Ulrike), Power, C. (Christopher), Quertermous, T. (Thomas), Rauramaa, R. (Rainer), Rivadeneira Ramirez, F. (Fernando), Saaristo, T. (Timo), Saleheen, D., Sinisalo, J. (Juha), Slagboom, P.E. (Eline), Snieder, H. (Harold), Spector, T.D. (Timothy), Thorsteinsdottir, U. (Unnur), Stumvoll, M. (Michael), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Veronesi, G. (Giovanni), Walker, M. (Mark), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Berndt, S.I. (Sonja), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Franke, L. (Lude), Frayling, T.M. (Timothy), Groop, L. (Leif), Hunter, D. (David), Kaplan, R.C. (Robert), O´Connell, J.R., Qi, L. (Lu), Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Willer, C.J. (Cristen), Visscher, P.M. (Peter), Yang, J. (Joanna), Hirschhorn, J.N. (Joel N.), Zillikens, M.C. (Carola), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Fox, C.S. (Caroline S.), Barroso, I.E. (Inês), Franks, P.W. (Paul), Anderson, D. (Denise), Ingelsson, E. (Erik), Heid, I.M. (Iris), Loos, R.J.F. (Ruth), Cupples, L.A. (Adrienne), Morris, A.P. (Andrew), Lindgren, C.M. (Cecilia), and Mohlke, K.L. (Karen)
Abstract: Body fat distribution is a heritable trait and a well-established predictor of adverse metabolic outcomes, independent of overall adiposity. To increase our understanding of the genetic basis of body fat distribution and its molecular links to cardiometabolic traits, here we conduct genome-wide association meta-analyses of traits related to waist and hip circumferences in up to 224,459 individuals. We identify 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (BMI), and an additional 19 loci newly associated with related waist and hip circumference measures (P < 5 × 10-8). In total, 20 of the 49 waist-to-hip ratio adjusted for BMI loci show significant sexual dimorphism, 19 of which display a stronger effect in women. The identified loci were enriched for genes expressed in adipose tissue and for putative regulatory elements in adipocytes. Pathway analyses implicated adipogenesis, angiogenesis, transcriptional regulation and insulin resistance as processes affecting fat distribution, providing insight into potential pathophysiological mechanisms.
Published: 2015
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26. The impact of low-frequency and rare variants on lipid levels

Author: Surakka, I. (Ida), Horikoshi, M. (Momoko), Mägi, R. (Reedik), Sarin, A.-P., Mahajan, A. (Anubha), Lagou, V. (Vasiliki), Marullo, L. (Letizia), Ferreira, T. (Teresa), Miraglio, B. (Benjamin), Timonen, S. (Sanna), Kettunen, J. (Johannes), Pirinen, M. (Matti), Karjalainen, J. (Juha), Thorleifsson, G. (Gudmar), Hägg, S. (Sara), Hottenga, J.J. (Jouke Jan), Isaacs, A.J. (Aaron), Ladenvall, C. (Claes), Beekman, M. (Marian), Esko, T. (Tõnu), Ried, J.S. (Janina), Nelson, C.P. (Christopher P.), Willenborg, C. (Christina), Gustafsson, S. (Stefan), Westra, H.J. (Harm-Jan), Blades, M. (Matthew), De Craen, A.J.M. (Anton J. M.), Geus, E.J.C. (Eco) de, Deelen, J. (Joris), Grallert, H. (Harald), Hamsten, A. (Anders), Havulinna, A.S. (Aki), Hengstenberg, C. (Christian), Houwing-Duistermaat, J.J. (Jeanine), Hypponen, E. (Elina), Karssen, L.C. (Lennart), Lehtimäki, T. (Terho), Lyssenko, V. (Valeriya), Magnusson, P.K. (Patrik), Mihailov, E. (Evelin), Müller-Nurasyid, M. (Martina), Mpindi, J.-P. (John-Patrick), Pedersen, N.L. (Nancy L.), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pers, T.H. (Tune), Peters, A. (Annette), Rung, J. (Johan), Smit, J.H. (Johannes), Steinthorsdottir, V. (Valgerdur), Tobin, M.D. (Martin), Tsernikova, N. (Natalia), Leeuwen, E.M. (Elisa) van, Viikari, J. (Jorma), Willems, S.M. (Sara), Willemsen, G.A.H.M. (Gonneke), Schunkert, H. (Heribert), Erdmann, J. (Jeanette), Samani, N.J. (Nilesh), Kaprio, J. (Jaakko), Lind, L. (Lars), Gieger, C. (Christian), Metspalu, A. (Andres), Slagboom, P.E. (Eline), Groop, L. (Leif), Duijn, C.M. (Cornelia) van, Eriksson, J.G. (Johan G.), Jula, A. (Antti), Salomaa, V. (Veikko), Boomsma, D.I. (Dorret), Power, C. (Christopher), Raitakari, O.T. (Olli T.), Ingelsson, E. (Erik), Jarvelin, M.-R. (Marjo-Riitta), Thorsteinsdottir, U. (Unnur), Franke, L. (Lude), Ikonen, E. (Elina), Kallioniemi, O. (Olli), Pietiäinen, V. (Vilja), Lindgren, C.M. (Cecilia M.), Zwart, J-A. (John-Anker), Palotie, A. (Aarno), McCarthy, M.I. (Mark), Morris, A.P. (Andrew), Prokopenko, I. (Inga), Ripatti, S. (Samuli), Surakka, I. (Ida), Horikoshi, M. (Momoko), Mägi, R. (Reedik), Sarin, A.-P., Mahajan, A. (Anubha), Lagou, V. (Vasiliki), Marullo, L. (Letizia), Ferreira, T. (Teresa), Miraglio, B. (Benjamin), Timonen, S. (Sanna), Kettunen, J. (Johannes), Pirinen, M. (Matti), Karjalainen, J. (Juha), Thorleifsson, G. (Gudmar), Hägg, S. (Sara), Hottenga, J.J. (Jouke Jan), Isaacs, A.J. (Aaron), Ladenvall, C. (Claes), Beekman, M. (Marian), Esko, T. (Tõnu), Ried, J.S. (Janina), Nelson, C.P. (Christopher P.), Willenborg, C. (Christina), Gustafsson, S. (Stefan), Westra, H.J. (Harm-Jan), Blades, M. (Matthew), De Craen, A.J.M. (Anton J. M.), Geus, E.J.C. (Eco) de, Deelen, J. (Joris), Grallert, H. (Harald), Hamsten, A. (Anders), Havulinna, A.S. (Aki), Hengstenberg, C. (Christian), Houwing-Duistermaat, J.J. (Jeanine), Hypponen, E. (Elina), Karssen, L.C. (Lennart), Lehtimäki, T. (Terho), Lyssenko, V. (Valeriya), Magnusson, P.K. (Patrik), Mihailov, E. (Evelin), Müller-Nurasyid, M. (Martina), Mpindi, J.-P. (John-Patrick), Pedersen, N.L. (Nancy L.), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Pers, T.H. (Tune), Peters, A. (Annette), Rung, J. (Johan), Smit, J.H. (Johannes), Steinthorsdottir, V. (Valgerdur), Tobin, M.D. (Martin), Tsernikova, N. (Natalia), Leeuwen, E.M. (Elisa) van, Viikari, J. (Jorma), Willems, S.M. (Sara), Willemsen, G.A.H.M. (Gonneke), Schunkert, H. (Heribert), Erdmann, J. (Jeanette), Samani, N.J. (Nilesh), Kaprio, J. (Jaakko), Lind, L. (Lars), Gieger, C. (Christian), Metspalu, A. (Andres), Slagboom, P.E. (Eline), Groop, L. (Leif), Duijn, C.M. (Cornelia) van, Eriksson, J.G. (Johan G.), Jula, A. (Antti), Salomaa, V. (Veikko), Boomsma, D.I. (Dorret), Power, C. (Christopher), Raitakari, O.T. (Olli T.), Ingelsson, E. (Erik), Jarvelin, M.-R. (Marjo-Riitta), Thorsteinsdottir, U. (Unnur), Franke, L. (Lude), Ikonen, E. (Elina), Kallioniemi, O. (Olli), Pietiäinen, V. (Vilja), Lindgren, C.M. (Cecilia M.), Zwart, J-A. (John-Anker), Palotie, A. (Aarno), McCarthy, M.I. (Mark), Morris, A.P. (Andrew), Prokopenko, I. (Inga), and Ripatti, S. (Samuli)
Abstract: Using a genome-wide screen of 9.6 million genetic variants achieved through 1000 Genomes Project imputation in 62,166 samples, we identify association to lipid traits in 93 loci, including 79 previously identified loci with new lead SNPs and 10 new loci, 15 loci with a low-frequency lead SNP and 10 loci with a missense lead SNP, and 2 loci with an accumulation of rare variants. In six loci, SNPs with established function in lipid genetics (CELSR2, GCKR, LIPC and APOE) or candidate missense mutations with predicted damaging function (CD300LG and TM6SF2) explained the locus associations. The low-frequency variants increased the proportion of variance explained, particularly for low-density lipoprotein cholesterol and total cholesterol. Altogether, our results highlight the impact of low-frequency variants in complex traits and show that imputation offers a cost-effective alternative to resequencing.
Published: 2015
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27. Age- and sex-specific causal effects of adiposity on cardiovascular risk factors

Author: Fall, M. (Magnus), Hägg, S. (Sara), Ploner, A. (Alexander), Mägi, R. (Reedik), Fischer, K. (Krista), Draisma, G. (Gerrit), Sarin, A.-P., Benyamin, B. (Beben), Ladenvall, C. (Claes), Åkerlund, M. (Mikael), Kals, M. (Mart), Esko, T. (Tõnu), Nelson, C.P. (Christopher P.), Kaakinen, M. (Marika), Huikari, V. (Ville), Mangino, M. (Massimo), Meirhaeghe, A. (Aline), Kristiansson, K. (Kati), Nuotio, M.-L. (Marja-Liisa), Kobl, M. (Michael), Grallert, H. (Harald), Dehghan, A. (Abbas), Kuningas, M. (Maris), Vries, P.S. (Paul) de, Bruijn, R.F.A.G. (Renée) de, Willems, S.M. (Sara), Heikkilä, K. (Kauko), Silventoinen, K. (Karri), Pietilainen, K.H. (Kirsi Hannele), Legry, V. (Vanessa), Giedraitis, V. (Vilmantas), Goumidi, L. (Louisa), Syvanen, A.C., Strauch, K. (Konstantin), Koenig, W. (Wolfgang), Lichtner, P. (Peter), Herder, C. (Christian), Palotie, A. (Aarno), Menni, C. (Cristina), Uitterlinden, A.G. (André), Kuulasmaa, K. (Kari), Havulinna, A.S. (Aki), Moreno, L. (Luis), Gonzalez-Gross, M. (Marcela), Evans, A. (Alun), Tregouet, D.-A. (David-Alexandre), Yarnell, J.W.G. (John W.), Virtamo, J. (Jarmo), Ferrieres, J. (Jean), Veronesi, G. (Giovanni), Perola, M. (Markus), Arveiler, D. (Dominique), Brambilla, P. (Paolo), Lind, L. (Lars), Kaprio, J. (Jaakko), Hofman, A. (Albert), Stricker, B.H.Ch. (Bruno), Duijn, C.M. (Cornelia) van, Ikram, M.A. (Arfan), Franco, O.H. (Oscar), Cottel, D. (Dominique), Dallongeville, J., Hall, A.S. (Alistair), Jula, A. (Antti), Tobin, M.D. (Martin), Penninx, B.W.J.H. (Brenda), Peters, A. (Annette), Gieger, C. (Christian), Samani, N.J. (Nilesh), Montgomery, G.W. (Grant), Whitfield, J. (John), Martin, N.G. (Nicholas), Groop, L. (Leif), Spector, T.D. (Timothy), Magnusson, P.K. (Patrik), Amouyel, P. (Philippe), Boomsma, D.I. (Dorret), Nilsson, P. (Peter), Jarvelin, M.-R. (Marjo-Riitta), Lyssenko, V. (Valeriya), Metspalu, A. (Andres), Strachan, D.P. (David), Salomaa, V. (Veikko), Ripatti, S. (Samuli), Pedersen, N.L. (Nancy), Prokopenko, I. (Inga), McCarthy, M.I. (Mark), Ingelsson, E. (Erik), Fall, M. (Magnus), Hägg, S. (Sara), Ploner, A. (Alexander), Mägi, R. (Reedik), Fischer, K. (Krista), Draisma, G. (Gerrit), Sarin, A.-P., Benyamin, B. (Beben), Ladenvall, C. (Claes), Åkerlund, M. (Mikael), Kals, M. (Mart), Esko, T. (Tõnu), Nelson, C.P. (Christopher P.), Kaakinen, M. (Marika), Huikari, V. (Ville), Mangino, M. (Massimo), Meirhaeghe, A. (Aline), Kristiansson, K. (Kati), Nuotio, M.-L. (Marja-Liisa), Kobl, M. (Michael), Grallert, H. (Harald), Dehghan, A. (Abbas), Kuningas, M. (Maris), Vries, P.S. (Paul) de, Bruijn, R.F.A.G. (Renée) de, Willems, S.M. (Sara), Heikkilä, K. (Kauko), Silventoinen, K. (Karri), Pietilainen, K.H. (Kirsi Hannele), Legry, V. (Vanessa), Giedraitis, V. (Vilmantas), Goumidi, L. (Louisa), Syvanen, A.C., Strauch, K. (Konstantin), Koenig, W. (Wolfgang), Lichtner, P. (Peter), Herder, C. (Christian), Palotie, A. (Aarno), Menni, C. (Cristina), Uitterlinden, A.G. (André), Kuulasmaa, K. (Kari), Havulinna, A.S. (Aki), Moreno, L. (Luis), Gonzalez-Gross, M. (Marcela), Evans, A. (Alun), Tregouet, D.-A. (David-Alexandre), Yarnell, J.W.G. (John W.), Virtamo, J. (Jarmo), Ferrieres, J. (Jean), Veronesi, G. (Giovanni), Perola, M. (Markus), Arveiler, D. (Dominique), Brambilla, P. (Paolo), Lind, L. (Lars), Kaprio, J. (Jaakko), Hofman, A. (Albert), Stricker, B.H.Ch. (Bruno), Duijn, C.M. (Cornelia) van, Ikram, M.A. (Arfan), Franco, O.H. (Oscar), Cottel, D. (Dominique), Dallongeville, J., Hall, A.S. (Alistair), Jula, A. (Antti), Tobin, M.D. (Martin), Penninx, B.W.J.H. (Brenda), Peters, A. (Annette), Gieger, C. (Christian), Samani, N.J. (Nilesh), Montgomery, G.W. (Grant), Whitfield, J. (John), Martin, N.G. (Nicholas), Groop, L. (Leif), Spector, T.D. (Timothy), Magnusson, P.K. (Patrik), Amouyel, P. (Philippe), Boomsma, D.I. (Dorret), Nilsson, P. (Peter), Jarvelin, M.-R. (Marjo-Riitta), Lyssenko, V. (Valeriya), Metspalu, A. (Andres), Strachan, D.P. (David), Salomaa, V. (Veikko), Ripatti, S. (Samuli), Pedersen, N.L. (Nancy), Prokopenko, I. (Inga), McCarthy, M.I. (Mark), and Ingelsson, E. (Erik)
Abstract: Observational studies have reported different effects of adiposity on cardiovascular risk factors across age and sex. Since cardiovascular risk factors are enriched in obese individuals, it has not been easy to dissect the effects of adiposity from those of other risk factors. We used a Mendelian randomization approach, applying a set of 32 genetic markers to estimate the causal effect of adiposity on blood pressure, glycemic indices, circulating lipid levels, and markers of inflammation and liver disease in up to 67,553 individuals. All analyses were stratified by age (cutoff 55 years of age) and sex. The genetic score was associated with BMI in both nonstratified analysis (P = 2.8 × 10(-107)) and stratified analyses (all P < 3.3 × 10(-30)). We found evidence of a causal effect of adiposity on blood pressure, fasting levels of insulin, C-reactive protein, interleukin-6, HDL cholesterol, and triglycerides in a nonstratified analysis and in the <55-year stratum. Further, we found evidence of a smaller causal effect on total cholesterol (P for difference = 0.015) in the ≥55-year stratum than in the <55-year stratum, a finding that could be explained by biology, survival bias, or differential medication. In conclusion, this study extends previous knowledge of the effects of adiposity by providing sex- and age-specific causal estimates on cardiovascular risk factors.
Published: 2015
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28. Replicability and Robustness of Genome-Wide-Association Studies for Behavioral Traits

Author: Rietveld, C.A. (Niels), Conley, D. (Dalton), Eriksson, N. (Nicholas), Esko, T. (Tõnu), Medland, S.E. (Sarah), Vinkhuyzen, A.A.E. (Anna A.), Yang, J. (Joanna), Boardman, J.D. (Jason D.), Chabris, C.F. (Christopher F.), Dawes, C.T. (Christopher T.), Domingue, B.W. (Benjamin W.), Hinds, D.A. (David A.), Johannesson, M. (Magnus), Kiefer, A.K. (Amy K.), Laibson, D. (David), Magnusson, P.K. (Patrik), Mountain, J.L. (Joanna L.), Oskarsson, S. (Sven), Rostapshova, O. (Olga), Teumer, A. (Alexander), Tung, J.Y. (Joyce Y.), Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Koellinger, Ph.D. (Philipp), Rietveld, C.A. (Niels), Conley, D. (Dalton), Eriksson, N. (Nicholas), Esko, T. (Tõnu), Medland, S.E. (Sarah), Vinkhuyzen, A.A.E. (Anna A.), Yang, J. (Joanna), Boardman, J.D. (Jason D.), Chabris, C.F. (Christopher F.), Dawes, C.T. (Christopher T.), Domingue, B.W. (Benjamin W.), Hinds, D.A. (David A.), Johannesson, M. (Magnus), Kiefer, A.K. (Amy K.), Laibson, D. (David), Magnusson, P.K. (Patrik), Mountain, J.L. (Joanna L.), Oskarsson, S. (Sven), Rostapshova, O. (Olga), Teumer, A. (Alexander), Tung, J.Y. (Joyce Y.), Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), and Koellinger, Ph.D. (Philipp)
Abstract: A recent genome-wide-association study of educational attainment identified three single-nucleotide polymorphisms (SNPs) whose associations, despite their small effect sizes (each R2 ≈ 0.02%), reached genome-wide significance (p < 5 × 10−8) in a large discovery sample and were replicated in an independent sample (p <.05). The study also reported associations between educational attainment and indices of SNPs called “polygenic scores.” In three studies, we evaluated the robustness of these findings. Study 1 showed that the associations with all three SNPs were replicated in another large (N = 34,428) independent sample. We also found that the scores remained predictive (R2 ≈ 2%) in regressions with stringent controls for stratification (Study 2) and in new within-family analyses (Study 3). Our results show that large and therefore well-powered genome-wide-association studies can identify replicable genetic associations with behavioral traits. The small effect sizes of individual SNPs are likely to be a major contributing factor explaining the striking contrast between our results and the disappointing replication record of most candidate-gene studies.
Published: 2014
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29. Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche

Author: Perry, J.R.B. (John), Day, F.R. (Felix), Elks, C.E. (Cathy), Sulem, P. (Patrick), Thompson, D. (Deborah), Ferreira, T. (Teresa), He, C. (Chunyan), Chasman, D.I. (Daniel), Esko, T. (Tõnu), Thorleifsson, G. (Gudmar), Albrecht, E. (Eva), Ang, W.Q. (Wei), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Feenstra, B. (Bjarke), Franceschini, N. (Nora), Ganna, A. (Andrea), Johnson, A.D. (Andrew), Kjellqvist, S. (Sanela), Lunetta, K.L. (Kathryn), Mcmahon, G. (George), Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Porcu, E. (Eleonora), Smith, A.V. (Davey), Stolk, L. (Lisette), Teumer, A. (Alexander), Tsernikova, N. (Natalia), Tikkanen, E. (Emmi), Ulivi, S. (Shelia), Wagner, E.K. (Erin K.), Amin, N. (Najaf), Bierut, L.J. (Laura), Byrne, E.M. (Enda), Hottenga, J.J. (Jouke Jan), Koller, D.L. (Daniel), Mangino, M. (Massimo), Pers, T.H. (Tune), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Atsma, F. (Femke), Bandinelli, S. (Stefania), Beckmann, M.W. (Matthias), Benítez, J. (Javier), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet), Bonnani, B. (Bernardo), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Buring, J.E. (Julie), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen), Chen, J. (Jinhui), Chenevix-Trench, G. (Georgia), Collée, J.M. (Margriet), Couch, F.J. (Fergus), Couper, D.J. (David), Coviello, A.D. (Andrea), Cox, A. (Angela), Czene, K. (Kamila), Adamo, P. (Pio) d', Vivo, I. (Immaculata) de, Demerath, E.W. (Ellen), Dennis, J. (Joe), Devilee, P. (Peter), Dieffenbach, A.K. (Aida Karina), Dunning, A.M. (Alison), Eiriksdottir, G. (Gudny), Hagen, K. (Knut), Fasching, P.A. (Peter), Ferrucci, L. (Luigi), Flesch-Janys, D. (Dieter), Flyger, H. (Henrik), Foroud, T. (Tatiana), Franke, L. (Lude), Garcia, M. (Melissa), García-Closas, M. (Montserrat), Geller, F. (Frank), Geus, E.J.C. (Eco) de, Giles, G.G. (Graham), Gudbjartsson, D.F. (Daniel), Gudnason, V. (Vilmundur), Guénel, P. (Pascal), Guo, S. (Suiqun), Hall, P. (Per), Hamann, U. (Ute), Haring, R. (Robin), Hartman, C.A. (Catharina), Heath, A.C. (Andrew), Hofman, A. (Albert), Hooning, M.J. (Maartje), Hopper, J.L. (John), Hu, F.B. (Frank), Hunter, D. (David), Karasik, D. (David), Kiel, D.P. (Douglas P.), Knight, J.A. (Julia), Kosma, V-M. (Veli-Matti), Kutalik, Z. (Zoltán), Lai, S. (Sandra), Lambrechts, D. (Diether), Lindblom, A. (Annika), Mägi, R. (Reedik), Magnusson, P.K. (Patrik), Mannermaa, A. (Arto), Martin, N.G. (Nicholas), Masson, G. (Gisli), McArdle, P.F. (Patrick), McArdle, W.L. (Wendy), Melbye, M. (Mads), Michailidou, K. (Kyriaki), Mihailov, E. (Evelin), Milani, L. (Lili), Milne, R.L. (Roger L), Nevanlinna, H. (Heli), Neven, P. (Patrick), Nohr, C. (Christian), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palotie, A. (Aarno), Peacock, M. (Munro), Pedersen, N.L. (Nancy L.), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Postma, D.S. (Dirkje), Pouta, A. (Anneli), Pykäs, K. (Katri), Radice, P. (Paolo), Ring, S.M. (Susan), Rivadeneira Ramirez, F. (Fernando), Robino, A. (Antonietta), Rose, L.M. (Lynda), Rudolph, A. (Anja), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (David), Schmidt, M.K. (Marjanka), Southey, M.C. (Mellissa C.), Sovio, U. (Ulla), Stampfer, M.J. (Meir J.), Stöckl, D. (Doris), Storniolo, A.M. (Anna M.), Timpson, N.J. (Nicholas), Tyrer, J.P. (Jonathan), Visser, J.A. (Jenny), Vollenweider, P. (Peter), Völzke, H. (Henry), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Wallaschofski, H. (Henri), Wang, Q. (Qing), Willemsen, G.A.H.M. (Gonneke), Winqvist, R. (Robert), Wolffenbuttel, B.H.R. (Bruce H. R.), Wright, M.J. (Margaret), Boomsma, D.I. (Dorret), Econs, M.J. (Michael), Khaw, K.T., Loos, R.J.F. (Ruth), McCarthy, M.I. (Mark), Montgomery, G.W. (Grant), Rice, J.P. (John), Streeten, E.A. (Elizabeth), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Alizadeh, B.Z. (Behrooz), Bergmann, S.M. (Sven), Boerwinkle, E.A. (Eric), Boyd, H.A. (Heather), Crisponi, L. (Laura), Gasparini, P. (Paolo), Gieger, C. (Christian), Harris, T.B. (Tamara), Ingelsson, E. (Erik), Jarvelin, M.-R. (Marjo-Riitta), Kraft, P. (Peter), Lawlor, D.A. (Debbie), Metspalu, A. (Andres), Pennell, C.E. (Craig), Ridker, P.M. (Paul), Snieder, H. (Harold), Sørensen, T.I.A., Spector, T.D. (Timothy), Strachan, D.P. (David P.), Uitterlinden, A.G. (André), Wareham, N.J. (Nick), Widen, E. (Elisabeth), Zygmunt, M. (Marek), Murray, A. (Anna), Easton, D.F. (Douglas), Zwart, J-A. (John-Anker), Murabito, J. (Joanne), Ong, K.K. (Ken K.), Perry, J.R.B. (John), Day, F.R. (Felix), Elks, C.E. (Cathy), Sulem, P. (Patrick), Thompson, D. (Deborah), Ferreira, T. (Teresa), He, C. (Chunyan), Chasman, D.I. (Daniel), Esko, T. (Tõnu), Thorleifsson, G. (Gudmar), Albrecht, E. (Eva), Ang, W.Q. (Wei), Corre, T. (Tanguy), Cousminer, D.L. (Diana), Feenstra, B. (Bjarke), Franceschini, N. (Nora), Ganna, A. (Andrea), Johnson, A.D. (Andrew), Kjellqvist, S. (Sanela), Lunetta, K.L. (Kathryn), Mcmahon, G. (George), Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Porcu, E. (Eleonora), Smith, A.V. (Davey), Stolk, L. (Lisette), Teumer, A. (Alexander), Tsernikova, N. (Natalia), Tikkanen, E. (Emmi), Ulivi, S. (Shelia), Wagner, E.K. (Erin K.), Amin, N. (Najaf), Bierut, L.J. (Laura), Byrne, E.M. (Enda), Hottenga, J.J. (Jouke Jan), Koller, D.L. (Daniel), Mangino, M. (Massimo), Pers, T.H. (Tune), Yerges-Armstrong, L.M. (Laura), Zhao, J.H. (Jing Hua), Andrulis, I.L. (Irene), Anton-Culver, H. (Hoda), Atsma, F. (Femke), Bandinelli, S. (Stefania), Beckmann, M.W. (Matthias), Benítez, J. (Javier), Blomqvist, C. (Carl), Bojesen, S.E. (Stig), Bolla, M.K. (Manjeet), Bonnani, B. (Bernardo), Brauch, H. (Hiltrud), Brenner, H. (Hermann), Buring, J.E. (Julie), Chang-Claude, J. (Jenny), Chanock, S.J. (Stephen), Chen, J. (Jinhui), Chenevix-Trench, G. (Georgia), Collée, J.M. (Margriet), Couch, F.J. (Fergus), Couper, D.J. (David), Coviello, A.D. (Andrea), Cox, A. (Angela), Czene, K. (Kamila), Adamo, P. (Pio) d', Vivo, I. (Immaculata) de, Demerath, E.W. (Ellen), Dennis, J. (Joe), Devilee, P. (Peter), Dieffenbach, A.K. (Aida Karina), Dunning, A.M. (Alison), Eiriksdottir, G. (Gudny), Hagen, K. (Knut), Fasching, P.A. (Peter), Ferrucci, L. (Luigi), Flesch-Janys, D. (Dieter), Flyger, H. (Henrik), Foroud, T. (Tatiana), Franke, L. (Lude), Garcia, M. (Melissa), García-Closas, M. (Montserrat), Geller, F. (Frank), Geus, E.J.C. (Eco) de, Giles, G.G. (Graham), Gudbjartsson, D.F. (Daniel), Gudnason, V. (Vilmundur), Guénel, P. (Pascal), Guo, S. (Suiqun), Hall, P. (Per), Hamann, U. (Ute), Haring, R. (Robin), Hartman, C.A. (Catharina), Heath, A.C. (Andrew), Hofman, A. (Albert), Hooning, M.J. (Maartje), Hopper, J.L. (John), Hu, F.B. (Frank), Hunter, D. (David), Karasik, D. (David), Kiel, D.P. (Douglas P.), Knight, J.A. (Julia), Kosma, V-M. (Veli-Matti), Kutalik, Z. (Zoltán), Lai, S. (Sandra), Lambrechts, D. (Diether), Lindblom, A. (Annika), Mägi, R. (Reedik), Magnusson, P.K. (Patrik), Mannermaa, A. (Arto), Martin, N.G. (Nicholas), Masson, G. (Gisli), McArdle, P.F. (Patrick), McArdle, W.L. (Wendy), Melbye, M. (Mads), Michailidou, K. (Kyriaki), Mihailov, E. (Evelin), Milani, L. (Lili), Milne, R.L. (Roger L), Nevanlinna, H. (Heli), Neven, P. (Patrick), Nohr, C. (Christian), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), Palotie, A. (Aarno), Peacock, M. (Munro), Pedersen, N.L. (Nancy L.), Peterlongo, P. (Paolo), Peto, J. (Julian), Pharoah, P.D.P. (Paul), Postma, D.S. (Dirkje), Pouta, A. (Anneli), Pykäs, K. (Katri), Radice, P. (Paolo), Ring, S.M. (Susan), Rivadeneira Ramirez, F. (Fernando), Robino, A. (Antonietta), Rose, L.M. (Lynda), Rudolph, A. (Anja), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D. (David), Schmidt, M.K. (Marjanka), Southey, M.C. (Mellissa C.), Sovio, U. (Ulla), Stampfer, M.J. (Meir J.), Stöckl, D. (Doris), Storniolo, A.M. (Anna M.), Timpson, N.J. (Nicholas), Tyrer, J.P. (Jonathan), Visser, J.A. (Jenny), Vollenweider, P. (Peter), Völzke, H. (Henry), Waeber, G. (Gérard), Waldenberger, M. (Melanie), Wallaschofski, H. (Henri), Wang, Q. (Qing), Willemsen, G.A.H.M. (Gonneke), Winqvist, R. (Robert), Wolffenbuttel, B.H.R. (Bruce H. R.), Wright, M.J. (Margaret), Boomsma, D.I. (Dorret), Econs, M.J. (Michael), Khaw, K.T., Loos, R.J.F. (Ruth), McCarthy, M.I. (Mark), Montgomery, G.W. (Grant), Rice, J.P. (John), Streeten, E.A. (Elizabeth), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Alizadeh, B.Z. (Behrooz), Bergmann, S.M. (Sven), Boerwinkle, E.A. (Eric), Boyd, H.A. (Heather), Crisponi, L. (Laura), Gasparini, P. (Paolo), Gieger, C. (Christian), Harris, T.B. (Tamara), Ingelsson, E. (Erik), Jarvelin, M.-R. (Marjo-Riitta), Kraft, P. (Peter), Lawlor, D.A. (Debbie), Metspalu, A. (Andres), Pennell, C.E. (Craig), Ridker, P.M. (Paul), Snieder, H. (Harold), Sørensen, T.I.A., Spector, T.D. (Timothy), Strachan, D.P. (David P.), Uitterlinden, A.G. (André), Wareham, N.J. (Nick), Widen, E. (Elisabeth), Zygmunt, M. (Marek), Murray, A. (Anna), Easton, D.F. (Douglas), Zwart, J-A. (John-Anker), Murabito, J. (Joanne), and Ong, K.K. (Ken K.)
Abstract: Age at menarche is a marker of timing of puberty in females. It varies widely between individuals, is a heritable trait and is associated with risks for obesity, type 2 diabetes, cardiovascular disease, breast cancer and all-cause mortality. Studies of rare human disorders of puberty and animal models point to a complex hypothalamic-pituitary-hormonal regulation, but the mechanisms that determine pubertal timing and underlie its links to disease risk remain unclear. Here, using genome-wide and custom-genotyping arrays in up to 182,416 women of European descent from 57 studies, we found robust evidence (P < 5 × 10-8) for 123 signals at 106 genomic loci associated with age at menarche. Many loci were associated with other pubertal traits in both sexes, and there was substantial overlap with genes implicated in body mass index and various diseases, including rare disorders of puberty. Menarc
Published: 2014
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30. Common genetic variants associated with cognitive performance identified using the proxy-phenotype method

Author: Rietveld, C.A. (Niels), Esko, T. (Tõnu), Davies, G. (Gail), Pers, T.H. (Tune), Turley, P. (Patrick), Benyamin, B. (Beben), Chabris, C.F. (Christopher F.), Emilsson, V. (Valur), Johnson, A.D. (Andrew), Lee, J.J. (James J.), Leeuw, C. (Christiaan) de, Marioni, R.E. (Riccardo), Medland, S.E. (Sarah), Miller, M. (Mike), Rostapshova, O. (Olga), Lee, S.J. (Sven) van der, Vinkhuyzen, A.A.E. (Anna A.), Amin, N. (Najaf), Conley, D. (Dalton), Derringer, J., Duijn, C.M. (Cornelia) van, Fehrmann, R.S.N. (Rudolf), Franke, L. (Lude), Glaeser, E.L. (Edward L.), Hansell, N.K. (Narelle), Hayward, C. (Caroline), Iacono, W.G. (William), Ibrahim-Verbaas, C.A. (Carla), Jaddoe, V.W.V. (Vincent), Karjalainen, J. (Juha), Laibson, D. (David), Lichtenstein, P. (Paul), Liewald, D.C.M. (David), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Mcmahon, G. (George), Pedersen, N.L. (Nancy), Pinker, S. (Steven), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Rivadeneira Ramirez, F. (Fernando), Smithk, B.H. (Blair H.), Starr, J.M. (John), Tiemeier, H.W. (Henning), Timpsonm, N.J. (Nicholas J.), Trzaskowskin, M. (Maciej), Uitterlinden, A.G. (André), Verhulst, F.C. (Frank), Ward, M.E. (Mary), Wright, M.J. (Margaret), Smith, A.V. (Davey), Deary, I.J. (Ian), Johannesson, M. (Magnus), Plomin, R. (Robert), Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Koellinger, Ph.D. (Philipp), Rietveld, C.A. (Niels), Esko, T. (Tõnu), Davies, G. (Gail), Pers, T.H. (Tune), Turley, P. (Patrick), Benyamin, B. (Beben), Chabris, C.F. (Christopher F.), Emilsson, V. (Valur), Johnson, A.D. (Andrew), Lee, J.J. (James J.), Leeuw, C. (Christiaan) de, Marioni, R.E. (Riccardo), Medland, S.E. (Sarah), Miller, M. (Mike), Rostapshova, O. (Olga), Lee, S.J. (Sven) van der, Vinkhuyzen, A.A.E. (Anna A.), Amin, N. (Najaf), Conley, D. (Dalton), Derringer, J., Duijn, C.M. (Cornelia) van, Fehrmann, R.S.N. (Rudolf), Franke, L. (Lude), Glaeser, E.L. (Edward L.), Hansell, N.K. (Narelle), Hayward, C. (Caroline), Iacono, W.G. (William), Ibrahim-Verbaas, C.A. (Carla), Jaddoe, V.W.V. (Vincent), Karjalainen, J. (Juha), Laibson, D. (David), Lichtenstein, P. (Paul), Liewald, D.C.M. (David), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas), McGue, M. (Matt), Mcmahon, G. (George), Pedersen, N.L. (Nancy), Pinker, S. (Steven), Porteous, D.J. (David J.), Posthuma, D. (Danielle), Rivadeneira Ramirez, F. (Fernando), Smithk, B.H. (Blair H.), Starr, J.M. (John), Tiemeier, H.W. (Henning), Timpsonm, N.J. (Nicholas J.), Trzaskowskin, M. (Maciej), Uitterlinden, A.G. (André), Verhulst, F.C. (Frank), Ward, M.E. (Mary), Wright, M.J. (Margaret), Smith, A.V. (Davey), Deary, I.J. (Ian), Johannesson, M. (Magnus), Plomin, R. (Robert), Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), and Koellinger, Ph.D. (Philipp)
Abstract: We identify common genetic variants associated with cognitive performance using a two-stage approach, which we call the proxyphenotype method. First, we conduct a genome-wide association study of educational attainment in a large sample (n = 106,736), which produces a set of 69 education-associated SNPs. Second, using independent samples (n = 24,189), we measure the association of these education-associated SNPs with cognitive performance. Three SNPs (rs1487441, rs7923609, and rs2721173) are significantly associated with cognitive performance after correction for multiple hypothesis testing. In an independent sample of older Americans (n = 8,652), we also show that a polygenic score derived from the education-associated SNPs is associated with memory and absence of dementia. Convergent evidence from a set of bioinformatics analyses implicates four specific genes (KNCMA1, NRXN1, POU2F3, and SCRT). All of these genes are associated with a particular neurotransmitter pathway involved in synaptic plasticity, the main cellular mechanism for learning and memory.
Published: 2014
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31. Harmonization of neuroticism and extraversion phenotypes across inventories and cohorts in the Genetics of Personality Consortium: An application of item response theory

Author: Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, McGue, M. (Matt), Pettersson, E. (Erik), Terracciano, A., Verweij, K.J.H. (Karin J.), Amin, N. (Najaf), Derringer, J., Esko, T. (Tõnu), Grootheest, G. (Gerard) van, Hansell, N.K. (Narelle), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Luciano, M. (Michelle), Matteson, L.K. (Lindsay), Viktorin, A. (Alexander), Wouda, J. (Jasper), Agrawal, A. (Arpana), Allik, J., Bierut, L.J. (Laura), Broms, U. (Ulla), Campbell, H. (Harry), Smith, G.D. (George Davey), Hagen, K. (Knut), Ferrucci, L. (Luigi), Franke, B. (Barbara), Fox, J.P. (Jean-Paul), Geus, E.J.C. (Eco) de, Giegling, I. (Ina), Gow, A.J. (Alan J.), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heikkilä, K. (Kauko), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Kiemeney, L.A.L.M. (Bart), Lehtimäki, T. (Terho), Madden, P.A.F. (Pamela), Magnusson, P.K. (Patrik), Northstone, K. (Kate), Nutile, T., Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pattie, A. (Alison), Pesonen, A.-K. (Anu-Katriina), Polasek, O. (Ozren), Pulkkinen, L. (Lea), Pulkki-Råback, L. (Laura), Raitakari, O. (Olli), Realo, A. (Anu), Rose, R.J. (Richard), Ruggiero, D., Seppälä, I. (Ilkka), Slutske, W.S. (Wendy), Smyth, D.C. (David), Sorice, R., Starr, J.M. (John), Sutin, A.R., Tanaka, T. (Toshiko), Verhagen, J. (Josine), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wright, M.J. (Margaret), Zgaga, L. (Lina), Rujescu, D. (Dan), Metspalu, A. (Andres), Wilson, J.F. (James F), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Deary, I.J. (Ian), Räikkönen, K. (Katri), Arias-Vásquez, A. (Alejandro), Costa, P.T. (Paul), Keltikangas-Järvinen, L. (Liisa), Duijn, C.M. (Cornelia) van, Penninx, B.W.J.H. (Brenda), Krueger, R.F., Evans, D.M. (David), Kaprio, J. (Jaakko), Pedersen, N.L. (Nancy), Martin, N.G. (Nicholas), Boomsma, D.I. (Dorret), Berg, S.M. (Stéphanie) van den, Moor, M.H.M. de, McGue, M. (Matt), Pettersson, E. (Erik), Terracciano, A., Verweij, K.J.H. (Karin J.), Amin, N. (Najaf), Derringer, J., Esko, T. (Tõnu), Grootheest, G. (Gerard) van, Hansell, N.K. (Narelle), Huffman, J.E. (Jennifer), Konte, B., Lahti, J. (Jari), Luciano, M. (Michelle), Matteson, L.K. (Lindsay), Viktorin, A. (Alexander), Wouda, J. (Jasper), Agrawal, A. (Arpana), Allik, J., Bierut, L.J. (Laura), Broms, U. (Ulla), Campbell, H. (Harry), Smith, G.D. (George Davey), Hagen, K. (Knut), Ferrucci, L. (Luigi), Franke, B. (Barbara), Fox, J.P. (Jean-Paul), Geus, E.J.C. (Eco) de, Giegling, I. (Ina), Gow, A.J. (Alan J.), Grucza, R., Hartmann, A.M. (Annette M), Heath, A.C. (Andrew), Heikkilä, K. (Kauko), Iacono, W.G. (William), Janzing, J.G.E. (Joost), Jokela, M. (Markus), Kiemeney, L.A.L.M. (Bart), Lehtimäki, T. (Terho), Madden, P.A.F. (Pamela), Magnusson, P.K. (Patrik), Northstone, K. (Kate), Nutile, T., Ouwens, K.G. (Klaasjan), Palotie, A. (Aarno), Pattie, A. (Alison), Pesonen, A.-K. (Anu-Katriina), Polasek, O. (Ozren), Pulkkinen, L. (Lea), Pulkki-Råback, L. (Laura), Raitakari, O. (Olli), Realo, A. (Anu), Rose, R.J. (Richard), Ruggiero, D., Seppälä, I. (Ilkka), Slutske, W.S. (Wendy), Smyth, D.C. (David), Sorice, R., Starr, J.M. (John), Sutin, A.R., Tanaka, T. (Toshiko), Verhagen, J. (Josine), Vermeulen, S.H.H.M. (Sita), Vuoksimaa, E. (Eero), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wright, M.J. (Margaret), Zgaga, L. (Lina), Rujescu, D. (Dan), Metspalu, A. (Andres), Wilson, J.F. (James F), Ciullo, M., Hayward, C. (Caroline), Rudan, I. (Igor), Deary, I.J. (Ian), Räikkönen, K. (Katri), Arias-Vásquez, A. (Alejandro), Costa, P.T. (Paul), Keltikangas-Järvinen, L. (Liisa), Duijn, C.M. (Cornelia) van, Penninx, B.W.J.H. (Brenda), Krueger, R.F., Evans, D.M. (David), Kaprio, J. (Jaakko), Pedersen, N.L. (Nancy), Martin, N.G. (Nicholas), and Boomsma, D.I. (Dorret)
Abstract: Mega- or meta-analytic studies (e.g. genome-wide association studies) are increasingly used in behavior genetics. An issue in such studies is that phenotypes are often measured by different instruments across study cohorts, requiring harmonization of measures so that more powerful fixed effect meta-analyses can be employed. Within the Genetics of Personality Consortium, we demonstrate for two clinically relevant personality traits, Neuroticism and Extraversion, how Item-Response Theory (IRT) can be applied to map item data from different inventories to the same underlying constructs. Personality item data were analyzed in >160,000 individuals from 23 cohorts across Europe, USA and Australia in which Neuroticism and Extraversion were assessed by nine different personality inventories. Results showed that harmonization was very successful for most personality inventories and moderately successful for some. Neuroticism and Extraversion inventories were largely measurement invariant across cohorts, in particular when comparing cohorts from countries where the same language is spoken. The IRT-based scores for Neuroticism and Extraversion were heritable (48 and 49 %, respectively, based on a meta-analysis of six twin cohorts, total N = 29,496 and 29,501 twin pairs, respectively) with a significant part of the heritability due to non-additive genetic factors. For Extraversion, these genetic factors qualitatively differ across sexes. We showed that our IRT method can lead to a large increase in sample size and therefore statistical power. The IRT approach may be applied to any mega- or meta-analytic study in which item-based behavioral measures need to be harmonized.
Published: 2014
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32. Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture

Author: Berndt, S.I. (Sonja), Gustafsson, S. (Stefan), Mägi, R. (Reedik), Ganna, A. (Andrea), Wheeler, E. (Eleanor), Feitosa, M.F. (Mary Furlan), Justice, A.E. (Anne), Monda, K.L. (Keri), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Ferreira, T. (Teresa), Gentilini, D. (Davide), Jackson, A.U. (Anne), Luan, J., Randall, J.C. (Joshua), Vedantam, S. (Sailaja), Willer, C.J. (Cristen), Winkler, T.W. (Thomas), Wood, A.R. (Andrew), Workalemahu, T. (Tsegaselassie), Hu, Y.-J. (Yi-Juan), Lee, S.H. (Sang Hong), Liang, L. (Liming), Lin, D.Y. (Dan), Min, J. (Josine), Neale, B.M. (Benjamin), Thorleifsson, G. (Gudmar), Yang, J. (Jian), Albrecht, E. (Eva), Amin, N. (Najaf), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Heijer, M. (Martin) den, Eklund, N. (Niina), Fischer, K. (Krista), Goel, A. (Anuj), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jarick, I. (Ivonne), Johansson, A. (Åsa), Johnson, T. (Toby), Kanoni, S. (Stavroula), Kleber, M.E. (Marcus), König, I.R. (Inke), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lamina, C. (Claudia), Lecoeur, C. (Cécile), Li, G. (Guo), Mangino, M. (Massimo), McArdle, W.L. (Wendy), Medina-Gomez, M.C. (Carolina), Müller-Nurasyid, M. (Martina), Ngwa, J.S., Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Pechlivanis, S. (Sonali), Perola, M. (Markus), Peters, M.J. (Marjolein), Preuss, M. (Michael), Rose, L.M. (Lynda), Shi, J. (Jianxin), Shungin, D. (Dmitry), Smith, A.V. (Davey), Strawbridge, R.J. (Rona), Surakka, I. (Ida), Teumer, A. (Alexander), Trip, M.D. (Mieke), Tyrer, J.P. (Jonathan), Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Waite, L. (Lindsay), Zhao, J.H. (Jing Hua), Absher, D. (Devin), Asselbergs, F.W. (Folkert), Atalay, M. (Mustafa), Attwood, A.P. (Antony), Balmforth, A.J. (Anthony), Basart, D.C.G. (Dick), Beilby, J.P. (John), Bonnycastle, L.L. (Lori), Brambilla, P. (Paolo), Bruinenberg, M. (M.), Campbell, H. (Harry), Chasman, D.I. (Daniel), Chines, P.S. (Peter), Collins, F.S. (Francis), Connell, J. (John), Cookson, W.O. (William), Faire, U. (Ulf) de, Vegt, F. (Femmie) de, Dei, M. (Mariano), Dimitriou, M. (Maria), Edkins, T. (Ted), Estrada Gil, K. (Karol), Evans, D.M. (David), Farrall, M. (Martin), Ferrario, F. (Franco), Ferrières, J. (Jean), Franke, L. (Lude), Frau, F. (Francesca), Gejman, P.V. (Pablo), Grallert, H. (Harald), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Hall, A. (Anne), Hall, A.S. (Alistair), Hartikainen, A.L., Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Heath, A.C. (Andrew), Hebebrand, J. (Johannes), Homuth, G. (Georg), Hu, F.B. (Frank), Hunt, S.E. (Sarah), Hyppönen, E. (Elina), Iribarren, C. (Carlos), Jacobs, K.B. (Kevin), Jansson, J.-O. (John-Olov), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Kee, F. (F.), Khaw, K-T. (Kay-Tee), Kivimaki, M. (Mika), Koenig, W. (Wolfgang), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Laitinen, J. (Jaana), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lind, L. (Lars), Lindstrom, J. (Jaana), Liu, J. (Jianjun), Liuzzi, A. (Antonio), Lokki, M.L., Lorentzon, M. (Mattias), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Manunta, P. (Paolo), Marek, D. (Diana), März, W. (Winfried), Leach, I.M. (Irene Mateo), McKnight, B. (Barbara), Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milani, L. (Lili), Montgomery, G.W. (Grant), Mooser, V. (Vincent), Mühleisen, T.W. (Thomas), Munroe, P. (Patricia), Musk, A.W. (Arthur), Narisu, N. (Narisu), Navis, G. (Gerjan), Nicholson, G. (Ggeorge), Nohr, C. (Christian), Ong, K. (Ken), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Palotie, A. (Aarno), Peden, J. (John), Pedersen, N.L. (Nancy), Peters, A. (Annette), Polasek, O. (Ozren), Pouta, A. (Anneli), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Pütter, C. (Carolin), Radhakrishnan, A. (Aparna), Raitakari, O. (Olli), Rendon, A. (Augusto), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Saaristo, T. (Timo), Sambrook, J.G. (Jennifer), Sanders, A.R. (Alan), Sanna, S. (Serena), Saramies, J. (Jouko), Schipf, S. (Sabine), Schreiber, S. (Stefan), Schunkert, H. (Heribert), Shin, S.-Y., Signorini, S. (Stefano), Sinisalo, J. (Juha), Skrobek, B. (Boris), Soranzo, N. (Nicole), Stancáková, A. (Alena), Stark, K. (Klaus), Stephens, J. (Jonathan), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stumvoll, M. (Michael), Swift, A.J. (Amy), Theodoraki, E.V. (Eirini), Thorand, B. (Barbara), Tregouet, D.-A. (David-Alexandre), Tremoli, E. (Elena), Klauw, M.M. (Melanie) van der, Meurs, J.B.J. (Joyce) van, Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Waeber, G. (Gérard), Wang, Z. (Zhaoming), Widen, E. (Elisabeth), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Winkelmann, B., Witteman, J.C.M. (Jacqueline), Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Amouyel, P. (Philippe), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Caulfield, M. (Mark), Chanock, S.J. (Stephen), Cupples, L.A. (Adrienne), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Eriksson, J.G. (Johan), Franks, P.W. (Paul), Froguel, P. (Philippe), Gieger, C. (Christian), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hinney, A. (Anke), Hofman, A. (Albert), Hovingh, G.K. (Kees), Hveem, K. (Kristian), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Jöckel, K.-H. (Karl-Heinz), Keinanen-Kiukaanniemi, S. (Sirkka), Kiemeney, L.A.L.M. (Bart), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Levinson, D.F. (Douglas), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Morris, A.D. (Andrew), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ouwehand, W.H. (Willem), Palmer, C. (Cameron), Penninx, B.W.J.H. (Brenda), Power, C. (Christopher), Province, M.A. (Mike), Psaty, B.M. (Bruce), Qi, L. (Lu), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Snieder, H. (Harold), Sorensen, H.G., Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Tönjes, A. (Anke), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Vollenweider, P. (Peter), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunian, T. (Talin), Heid, I.M. (Iris), Hunter, D. (David), Kaplan, R.C. (Robert), Karpe, F. (Fredrik), Moffatt, M.F. (Miriam), Mohlke, K.L. (Karen), O´Connell, J.R., Pawitan, Y. (Yudi), Schadt, E.E. (Eric), Schlessinger, D. (David), Steinthorsdottir, V. (Valgerdur), Strachan, D.P. (David), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Di Blasio, A.M. (Anna Maria), Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia), Meyre, D. (David), Scherag, A. (Andre), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Loos, R.J.F. (Ruth), Ingelsson, E. (Erik), Berndt, S.I. (Sonja), Gustafsson, S. (Stefan), Mägi, R. (Reedik), Ganna, A. (Andrea), Wheeler, E. (Eleanor), Feitosa, M.F. (Mary Furlan), Justice, A.E. (Anne), Monda, K.L. (Keri), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Ferreira, T. (Teresa), Gentilini, D. (Davide), Jackson, A.U. (Anne), Luan, J., Randall, J.C. (Joshua), Vedantam, S. (Sailaja), Willer, C.J. (Cristen), Winkler, T.W. (Thomas), Wood, A.R. (Andrew), Workalemahu, T. (Tsegaselassie), Hu, Y.-J. (Yi-Juan), Lee, S.H. (Sang Hong), Liang, L. (Liming), Lin, D.Y. (Dan), Min, J. (Josine), Neale, B.M. (Benjamin), Thorleifsson, G. (Gudmar), Yang, J. (Jian), Albrecht, E. (Eva), Amin, N. (Najaf), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Heijer, M. (Martin) den, Eklund, N. (Niina), Fischer, K. (Krista), Goel, A. (Anuj), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jarick, I. (Ivonne), Johansson, A. (Åsa), Johnson, T. (Toby), Kanoni, S. (Stavroula), Kleber, M.E. (Marcus), König, I.R. (Inke), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lamina, C. (Claudia), Lecoeur, C. (Cécile), Li, G. (Guo), Mangino, M. (Massimo), McArdle, W.L. (Wendy), Medina-Gomez, M.C. (Carolina), Müller-Nurasyid, M. (Martina), Ngwa, J.S., Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Pechlivanis, S. (Sonali), Perola, M. (Markus), Peters, M.J. (Marjolein), Preuss, M. (Michael), Rose, L.M. (Lynda), Shi, J. (Jianxin), Shungin, D. (Dmitry), Smith, A.V. (Davey), Strawbridge, R.J. (Rona), Surakka, I. (Ida), Teumer, A. (Alexander), Trip, M.D. (Mieke), Tyrer, J.P. (Jonathan), Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Waite, L. (Lindsay), Zhao, J.H. (Jing Hua), Absher, D. (Devin), Asselbergs, F.W. (Folkert), Atalay, M. (Mustafa), Attwood, A.P. (Antony), Balmforth, A.J. (Anthony), Basart, D.C.G. (Dick), Beilby, J.P. (John), Bonnycastle, L.L. (Lori), Brambilla, P. (Paolo), Bruinenberg, M. (M.), Campbell, H. (Harry), Chasman, D.I. (Daniel), Chines, P.S. (Peter), Collins, F.S. (Francis), Connell, J. (John), Cookson, W.O. (William), Faire, U. (Ulf) de, Vegt, F. (Femmie) de, Dei, M. (Mariano), Dimitriou, M. (Maria), Edkins, T. (Ted), Estrada Gil, K. (Karol), Evans, D.M. (David), Farrall, M. (Martin), Ferrario, F. (Franco), Ferrières, J. (Jean), Franke, L. (Lude), Frau, F. (Francesca), Gejman, P.V. (Pablo), Grallert, H. (Harald), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Hall, A. (Anne), Hall, A.S. (Alistair), Hartikainen, A.L., Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Heath, A.C. (Andrew), Hebebrand, J. (Johannes), Homuth, G. (Georg), Hu, F.B. (Frank), Hunt, S.E. (Sarah), Hyppönen, E. (Elina), Iribarren, C. (Carlos), Jacobs, K.B. (Kevin), Jansson, J.-O. (John-Olov), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Kee, F. (F.), Khaw, K-T. (Kay-Tee), Kivimaki, M. (Mika), Koenig, W. (Wolfgang), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Laitinen, J. (Jaana), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lind, L. (Lars), Lindstrom, J. (Jaana), Liu, J. (Jianjun), Liuzzi, A. (Antonio), Lokki, M.L., Lorentzon, M. (Mattias), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Manunta, P. (Paolo), Marek, D. (Diana), März, W. (Winfried), Leach, I.M. (Irene Mateo), McKnight, B. (Barbara), Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milani, L. (Lili), Montgomery, G.W. (Grant), Mooser, V. (Vincent), Mühleisen, T.W. (Thomas), Munroe, P. (Patricia), Musk, A.W. (Arthur), Narisu, N. (Narisu), Navis, G. (Gerjan), Nicholson, G. (Ggeorge), Nohr, C. (Christian), Ong, K. (Ken), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Palotie, A. (Aarno), Peden, J. (John), Pedersen, N.L. (Nancy), Peters, A. (Annette), Polasek, O. (Ozren), Pouta, A. (Anneli), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Pütter, C. (Carolin), Radhakrishnan, A. (Aparna), Raitakari, O. (Olli), Rendon, A. (Augusto), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Saaristo, T. (Timo), Sambrook, J.G. (Jennifer), Sanders, A.R. (Alan), Sanna, S. (Serena), Saramies, J. (Jouko), Schipf, S. (Sabine), Schreiber, S. (Stefan), Schunkert, H. (Heribert), Shin, S.-Y., Signorini, S. (Stefano), Sinisalo, J. (Juha), Skrobek, B. (Boris), Soranzo, N. (Nicole), Stancáková, A. (Alena), Stark, K. (Klaus), Stephens, J. (Jonathan), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stumvoll, M. (Michael), Swift, A.J. (Amy), Theodoraki, E.V. (Eirini), Thorand, B. (Barbara), Tregouet, D.-A. (David-Alexandre), Tremoli, E. (Elena), Klauw, M.M. (Melanie) van der, Meurs, J.B.J. (Joyce) van, Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Waeber, G. (Gérard), Wang, Z. (Zhaoming), Widen, E. (Elisabeth), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Winkelmann, B., Witteman, J.C.M. (Jacqueline), Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Amouyel, P. (Philippe), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Caulfield, M. (Mark), Chanock, S.J. (Stephen), Cupples, L.A. (Adrienne), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Eriksson, J.G. (Johan), Franks, P.W. (Paul), Froguel, P. (Philippe), Gieger, C. (Christian), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hinney, A. (Anke), Hofman, A. (Albert), Hovingh, G.K. (Kees), Hveem, K. (Kristian), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Jöckel, K.-H. (Karl-Heinz), Keinanen-Kiukaanniemi, S. (Sirkka), Kiemeney, L.A.L.M. (Bart), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Levinson, D.F. (Douglas), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Morris, A.D. (Andrew), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ouwehand, W.H. (Willem), Palmer, C. (Cameron), Penninx, B.W.J.H. (Brenda), Power, C. (Christopher), Province, M.A. (Mike), Psaty, B.M. (Bruce), Qi, L. (Lu), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Snieder, H. (Harold), Sorensen, H.G., Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Tönjes, A. (Anke), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Vollenweider, P. (Peter), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunian, T. (Talin), Heid, I.M. (Iris), Hunter, D. (David), Kaplan, R.C. (Robert), Karpe, F. (Fredrik), Moffatt, M.F. (Miriam), Mohlke, K.L. (Karen), O´Connell, J.R., Pawitan, Y. (Yudi), Schadt, E.E. (Eric), Schlessinger, D. (David), Steinthorsdottir, V. (Valgerdur), Strachan, D.P. (David), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Di Blasio, A.M. (Anna Maria), Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia), Meyre, D. (David), Scherag, A. (Andre), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Loos, R.J.F. (Ruth), and Ingelsson, E. (Erik)
Abstract: Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups.
Published: 2013
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33. Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture

Author: Berndt, S.I. (Sonja), Gustafsson, S. (Stefan), Mägi, R. (Reedik), Ganna, A. (Andrea), Wheeler, E. (Eleanor), Feitosa, M.F. (Mary Furlan), Justice, A.E. (Anne), Monda, K.L. (Keri), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Ferreira, T. (Teresa), Gentilini, D. (Davide), Jackson, A.U. (Anne), Luan, J., Randall, J.C. (Joshua), Vedantam, S. (Sailaja), Willer, C.J. (Cristen), Winkler, T.W. (Thomas), Wood, A.R. (Andrew), Workalemahu, T. (Tsegaselassie), Hu, Y.-J. (Yi-Juan), Lee, S.H. (Sang Hong), Liang, L. (Liming), Lin, D.Y. (Dan), Min, J. (Josine), Neale, B.M. (Benjamin), Thorleifsson, G. (Gudmar), Yang, J. (Jian), Albrecht, E. (Eva), Amin, N. (Najaf), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Heijer, M. (Martin) den, Eklund, N. (Niina), Fischer, K. (Krista), Goel, A. (Anuj), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jarick, I. (Ivonne), Johansson, A. (Åsa), Johnson, T. (Toby), Kanoni, S. (Stavroula), Kleber, M.E. (Marcus), König, I.R. (Inke), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lamina, C. (Claudia), Lecoeur, C. (Cécile), Li, G. (Guo), Mangino, M. (Massimo), McArdle, W.L. (Wendy), Medina-Gomez, M.C. (Carolina), Müller-Nurasyid, M. (Martina), Ngwa, J.S., Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Pechlivanis, S. (Sonali), Perola, M. (Markus), Peters, M.J. (Marjolein), Preuss, M. (Michael), Rose, L.M. (Lynda), Shi, J. (Jianxin), Shungin, D. (Dmitry), Smith, A.V. (Davey), Strawbridge, R.J. (Rona), Surakka, I. (Ida), Teumer, A. (Alexander), Trip, M.D. (Mieke), Tyrer, J.P. (Jonathan), Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Waite, L. (Lindsay), Zhao, J.H. (Jing Hua), Absher, D. (Devin), Asselbergs, F.W. (Folkert), Atalay, M. (Mustafa), Attwood, A.P. (Antony), Balmforth, A.J. (Anthony), Basart, D.C.G. (Dick), Beilby, J.P. (John), Bonnycastle, L.L. (Lori), Brambilla, P. (Paolo), Bruinenberg, M. (M.), Campbell, H. (Harry), Chasman, D.I. (Daniel), Chines, P.S. (Peter), Collins, F.S. (Francis), Connell, J. (John), Cookson, W.O. (William), Faire, U. (Ulf) de, Vegt, F. (Femmie) de, Dei, M. (Mariano), Dimitriou, M. (Maria), Edkins, T. (Ted), Estrada Gil, K. (Karol), Evans, D.M. (David), Farrall, M. (Martin), Ferrario, F. (Franco), Ferrières, J. (Jean), Franke, L. (Lude), Frau, F. (Francesca), Gejman, P.V. (Pablo), Grallert, H. (Harald), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Hall, A. (Anne), Hall, A.S. (Alistair), Hartikainen, A.L., Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Heath, A.C. (Andrew), Hebebrand, J. (Johannes), Homuth, G. (Georg), Hu, F.B. (Frank), Hunt, S.E. (Sarah), Hyppönen, E. (Elina), Iribarren, C. (Carlos), Jacobs, K.B. (Kevin), Jansson, J.-O. (John-Olov), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Kee, F. (F.), Khaw, K-T. (Kay-Tee), Kivimaki, M. (Mika), Koenig, W. (Wolfgang), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Laitinen, J. (Jaana), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lind, L. (Lars), Lindstrom, J. (Jaana), Liu, J. (Jianjun), Liuzzi, A. (Antonio), Lokki, M.L., Lorentzon, M. (Mattias), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Manunta, P. (Paolo), Marek, D. (Diana), März, W. (Winfried), Leach, I.M. (Irene Mateo), McKnight, B. (Barbara), Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milani, L. (Lili), Montgomery, G.W. (Grant), Mooser, V. (Vincent), Mühleisen, T.W. (Thomas), Munroe, P. (Patricia), Musk, A.W. (Arthur), Narisu, N. (Narisu), Navis, G. (Gerjan), Nicholson, G. (Ggeorge), Nohr, C. (Christian), Ong, K. (Ken), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Palotie, A. (Aarno), Peden, J. (John), Pedersen, N.L. (Nancy), Peters, A. (Annette), Polasek, O. (Ozren), Pouta, A. (Anneli), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Pütter, C. (Carolin), Radhakrishnan, A. (Aparna), Raitakari, O. (Olli), Rendon, A. (Augusto), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Saaristo, T. (Timo), Sambrook, J.G. (Jennifer), Sanders, A.R. (Alan), Sanna, S. (Serena), Saramies, J. (Jouko), Schipf, S. (Sabine), Schreiber, S. (Stefan), Schunkert, H. (Heribert), Shin, S.-Y., Signorini, S. (Stefano), Sinisalo, J. (Juha), Skrobek, B. (Boris), Soranzo, N. (Nicole), Stancáková, A. (Alena), Stark, K. (Klaus), Stephens, J. (Jonathan), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stumvoll, M. (Michael), Swift, A.J. (Amy), Theodoraki, E.V. (Eirini), Thorand, B. (Barbara), Tregouet, D.-A. (David-Alexandre), Tremoli, E. (Elena), Klauw, M.M. (Melanie) van der, Meurs, J.B.J. (Joyce) van, Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Waeber, G. (Gérard), Wang, Z. (Zhaoming), Widen, E. (Elisabeth), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Winkelmann, B., Witteman, J.C.M. (Jacqueline), Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Amouyel, P. (Philippe), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Caulfield, M. (Mark), Chanock, S.J. (Stephen), Cupples, L.A. (Adrienne), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Eriksson, J.G. (Johan), Franks, P.W. (Paul), Froguel, P. (Philippe), Gieger, C. (Christian), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hinney, A. (Anke), Hofman, A. (Albert), Hovingh, G.K. (Kees), Hveem, K. (Kristian), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Jöckel, K.-H. (Karl-Heinz), Keinanen-Kiukaanniemi, S. (Sirkka), Kiemeney, L.A.L.M. (Bart), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Levinson, D.F. (Douglas), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Morris, A.D. (Andrew), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ouwehand, W.H. (Willem), Palmer, C. (Cameron), Penninx, B.W.J.H. (Brenda), Power, C. (Christopher), Province, M.A. (Mike), Psaty, B.M. (Bruce), Qi, L. (Lu), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Snieder, H. (Harold), Sorensen, H.G., Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Tönjes, A. (Anke), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Vollenweider, P. (Peter), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunian, T. (Talin), Heid, I.M. (Iris), Hunter, D. (David), Kaplan, R.C. (Robert), Karpe, F. (Fredrik), Moffatt, M.F. (Miriam), Mohlke, K.L. (Karen), O´Connell, J.R., Pawitan, Y. (Yudi), Schadt, E.E. (Eric), Schlessinger, D. (David), Steinthorsdottir, V. (Valgerdur), Strachan, D.P. (David), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Di Blasio, A.M. (Anna Maria), Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia), Meyre, D. (David), Scherag, A. (Andre), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Loos, R.J.F. (Ruth), Ingelsson, E. (Erik), Berndt, S.I. (Sonja), Gustafsson, S. (Stefan), Mägi, R. (Reedik), Ganna, A. (Andrea), Wheeler, E. (Eleanor), Feitosa, M.F. (Mary Furlan), Justice, A.E. (Anne), Monda, K.L. (Keri), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Esko, T. (Tõnu), Fall, M. (Magnus), Ferreira, T. (Teresa), Gentilini, D. (Davide), Jackson, A.U. (Anne), Luan, J., Randall, J.C. (Joshua), Vedantam, S. (Sailaja), Willer, C.J. (Cristen), Winkler, T.W. (Thomas), Wood, A.R. (Andrew), Workalemahu, T. (Tsegaselassie), Hu, Y.-J. (Yi-Juan), Lee, S.H. (Sang Hong), Liang, L. (Liming), Lin, D.Y. (Dan), Min, J. (Josine), Neale, B.M. (Benjamin), Thorleifsson, G. (Gudmar), Yang, J. (Jian), Albrecht, E. (Eva), Amin, N. (Najaf), Bragg-Gresham, J.L. (Jennifer L.), Cadby, G. (Gemma), Heijer, M. (Martin) den, Eklund, N. (Niina), Fischer, K. (Krista), Goel, A. (Anuj), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer), Jarick, I. (Ivonne), Johansson, A. (Åsa), Johnson, T. (Toby), Kanoni, S. (Stavroula), Kleber, M.E. (Marcus), König, I.R. (Inke), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lamina, C. (Claudia), Lecoeur, C. (Cécile), Li, G. (Guo), Mangino, M. (Massimo), McArdle, W.L. (Wendy), Medina-Gomez, M.C. (Carolina), Müller-Nurasyid, M. (Martina), Ngwa, J.S., Nolte, I.M. (Ilja), Paternoster, L. (Lavinia), Pechlivanis, S. (Sonali), Perola, M. (Markus), Peters, M.J. (Marjolein), Preuss, M. (Michael), Rose, L.M. (Lynda), Shi, J. (Jianxin), Shungin, D. (Dmitry), Smith, A.V. (Davey), Strawbridge, R.J. (Rona), Surakka, I. (Ida), Teumer, A. (Alexander), Trip, M.D. (Mieke), Tyrer, J.P. (Jonathan), Vliet-Ostaptchouk, J.V. (Jana) van, Vandenput, L. (Liesbeth), Waite, L. (Lindsay), Zhao, J.H. (Jing Hua), Absher, D. (Devin), Asselbergs, F.W. (Folkert), Atalay, M. (Mustafa), Attwood, A.P. (Antony), Balmforth, A.J. (Anthony), Basart, D.C.G. (Dick), Beilby, J.P. (John), Bonnycastle, L.L. (Lori), Brambilla, P. (Paolo), Bruinenberg, M. (M.), Campbell, H. (Harry), Chasman, D.I. (Daniel), Chines, P.S. (Peter), Collins, F.S. (Francis), Connell, J. (John), Cookson, W.O. (William), Faire, U. (Ulf) de, Vegt, F. (Femmie) de, Dei, M. (Mariano), Dimitriou, M. (Maria), Edkins, T. (Ted), Estrada Gil, K. (Karol), Evans, D.M. (David), Farrall, M. (Martin), Ferrario, F. (Franco), Ferrières, J. (Jean), Franke, L. (Lude), Frau, F. (Francesca), Gejman, P.V. (Pablo), Grallert, H. (Harald), Grönberg, H. (Henrik), Gudnason, V. (Vilmundur), Hall, A. (Anne), Hall, A.S. (Alistair), Hartikainen, A.L., Hayward, C. (Caroline), Heard-Costa, N.L. (Nancy), Heath, A.C. (Andrew), Hebebrand, J. (Johannes), Homuth, G. (Georg), Hu, F.B. (Frank), Hunt, S.E. (Sarah), Hyppönen, E. (Elina), Iribarren, C. (Carlos), Jacobs, K.B. (Kevin), Jansson, J.-O. (John-Olov), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Kee, F. (F.), Khaw, K-T. (Kay-Tee), Kivimaki, M. (Mika), Koenig, W. (Wolfgang), Kraja, A. (Aldi), Kumari, M. (Meena), Kuulasmaa, K. (Kari), Kuusisto, J. (Johanna), Laitinen, J. (Jaana), Lakka, T.A. (Timo), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lind, L. (Lars), Lindstrom, J. (Jaana), Liu, J. (Jianjun), Liuzzi, A. (Antonio), Lokki, M.L., Lorentzon, M. (Mattias), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Manunta, P. (Paolo), Marek, D. (Diana), März, W. (Winfried), Leach, I.M. (Irene Mateo), McKnight, B. (Barbara), Medland, S.E. (Sarah), Mihailov, E. (Evelin), Milani, L. (Lili), Montgomery, G.W. (Grant), Mooser, V. (Vincent), Mühleisen, T.W. (Thomas), Munroe, P. (Patricia), Musk, A.W. (Arthur), Narisu, N. (Narisu), Navis, G. (Gerjan), Nicholson, G. (Ggeorge), Nohr, C. (Christian), Ong, K. (Ken), Oostra, B.A. (Ben), Palmer, C.N.A. (Colin), Palotie, A. (Aarno), Peden, J. (John), Pedersen, N.L. (Nancy), Peters, A. (Annette), Polasek, O. (Ozren), Pouta, A. (Anneli), Pramstaller, P.P. (Peter Paul), Prokopenko, I. (Inga), Pütter, C. (Carolin), Radhakrishnan, A. (Aparna), Raitakari, O. (Olli), Rendon, A. (Augusto), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Saaristo, T. (Timo), Sambrook, J.G. (Jennifer), Sanders, A.R. (Alan), Sanna, S. (Serena), Saramies, J. (Jouko), Schipf, S. (Sabine), Schreiber, S. (Stefan), Schunkert, H. (Heribert), Shin, S.-Y., Signorini, S. (Stefano), Sinisalo, J. (Juha), Skrobek, B. (Boris), Soranzo, N. (Nicole), Stancáková, A. (Alena), Stark, K. (Klaus), Stephens, J. (Jonathan), Stirrups, K. (Kathy), Stolk, R.P. (Ronald), Stumvoll, M. (Michael), Swift, A.J. (Amy), Theodoraki, E.V. (Eirini), Thorand, B. (Barbara), Tregouet, D.-A. (David-Alexandre), Tremoli, E. (Elena), Klauw, M.M. (Melanie) van der, Meurs, J.B.J. (Joyce) van, Vermeulen, S.H.H.M. (Sita), Viikari, J. (Jorma), Virtamo, J. (Jarmo), Vitart, V. (Veronique), Waeber, G. (Gérard), Wang, Z. (Zhaoming), Widen, E. (Elisabeth), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Winkelmann, B., Witteman, J.C.M. (Jacqueline), Wolffenbuttel, B.H.R. (Bruce), Wong, A. (Andrew), Wright, A.F. (Alan), Zillikens, M.C. (Carola), Amouyel, P. (Philippe), Boehm, B.O. (Bernhard), Boerwinkle, E.A. (Eric), Boomsma, D.I. (Dorret), Caulfield, M. (Mark), Chanock, S.J. (Stephen), Cupples, L.A. (Adrienne), Cusi, D. (Daniele), Dedoussis, G.V. (George), Erdmann, J. (Jeanette), Eriksson, J.G. (Johan), Franks, P.W. (Paul), Froguel, P. (Philippe), Gieger, C. (Christian), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Hengstenberg, C. (Christian), Hicks, A.A. (Andrew), Hingorani, A. (Aroon), Hinney, A. (Anke), Hofman, A. (Albert), Hovingh, G.K. (Kees), Hveem, K. (Kristian), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Jöckel, K.-H. (Karl-Heinz), Keinanen-Kiukaanniemi, S. (Sirkka), Kiemeney, L.A.L.M. (Bart), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Levinson, D.F. (Douglas), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Morris, A.D. (Andrew), Nieminen, M.S. (Markku), Njølstad, I. (Inger), Ohlsson, C. (Claes), Oldehinkel, A.J. (Albertine), Ouwehand, W.H. (Willem), Palmer, C. (Cameron), Penninx, B.W.J.H. (Brenda), Power, C. (Christopher), Province, M.A. (Mike), Psaty, B.M. (Bruce), Qi, L. (Lu), Rauramaa, R. (Rainer), Ridker, P.M. (Paul), Ripatti, S. (Samuli), Salomaa, V. (Veikko), Samani, N.J. (Nilesh), Snieder, H. (Harold), Sorensen, H.G., Spector, T.D. (Timothy), Zwart, J-A. (John-Anker), Tönjes, A. (Anke), Tuomilehto, J. (Jaakko), Uitterlinden, A.G. (André), Uusitupa, M. (Matti), Harst, P. (Pim) van der, Vollenweider, P. (Peter), Wallaschofski, H. (Henri), Wareham, N.J. (Nick), Watkins, H. (Hugh), Wichmann, H.E. (Heinz Erich), Wilson, J.F. (James F), Abecasis, G.R. (Gonçalo), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunian, T. (Talin), Heid, I.M. (Iris), Hunter, D. (David), Kaplan, R.C. (Robert), Karpe, F. (Fredrik), Moffatt, M.F. (Miriam), Mohlke, K.L. (Karen), O´Connell, J.R., Pawitan, Y. (Yudi), Schadt, E.E. (Eric), Schlessinger, D. (David), Steinthorsdottir, V. (Valgerdur), Strachan, D.P. (David), Thorsteinsdottir, U. (Unnur), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Di Blasio, A.M. (Anna Maria), Hirschhorn, J.N. (Joel), Lindgren, C.M. (Cecilia), Meyre, D. (David), Scherag, A. (Andre), McCarthy, M.I. (Mark), Speliotes, E.K. (Elizabeth), North, K.E. (Kari), Loos, R.J.F. (Ruth), and Ingelsson, E. (Erik)
Abstract: Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups.
Published: 2013
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34. GWAS of 126,559 individuals identifies genetic variants associated with educational attainment

Author: Rietveld, C.A. (Niels), Medland, S.E. (Sarah), Derringer, J., Yang, J. (Joanna), Esko, T. (Tõnu), Martin, N.W. (Nicolas), Westra, H.J. (Harm-Jan), Shakhbazov, K. (Konstantin), Abdellaoui, A. (Abdel), Agrawal, A. (Arpana), Albrecht, E. (Eva), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Barnard, J. (John), Baumeister, S.E. (Sebastian), Benke, P.J. (Paul), Bielak, L.F. (Lawrence F.), Boatman, J.A. (Jeffrey), Boyle, P.A. (Patricia), Davies, G. (Gail), Leeuw, C. (Christiaan) de, Eklund, N. (Niina), Evans, D.S. (Daniel), Ferhmann, R. (Rudolf), Fischer, K. (Krista), Gieger, C. (Christian), Gjessing, H.K. (Håkon), Hägg, S. (Sara), Harris, J.R. (Jennifer), Hayward, C. (Caroline), Holzapfel, C. (Christina), Ibrahim-Verbaas, C.A. (Carla), Ingelsson, E. (Erik), Jacobsson, B. (Bo), Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kanoni, S. (Stavroula), Karjalainen, J. (Juha), Kolcic, I. (Ivana), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Lee, S.H. (Sang Hong), Lin, P. (Peng), Lind, P.A. (Penelope), Liu, Y. (YongMei), Lohman, K. (Kurt), Loitfelder, M. (Marisa), Mcmahon, G. (George), Marques-Vidal, P. (Pedro), Meirelles, O., Milani, L. (Lili), Myhre, R. (Ronny), Nuotio, M.-L. (Marja-Liisa), Oldmeadow, C. (Christopher), Petrovic, K. (Katja), Peyrot, W.J. (Wouter ), Polasek, O. (Ozren), Quaye, L. (Lydia), Reinmaa, E. (Eva), Rice, J.P. (John), Rizzi, T.S. (Thais), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Smith, A.V. (Davey), Smith, J.A. (Jennifer A), Tanaka, T. (Toshiko), Terracciano, A., Loos, M.J.H.M. (Matthijs) van der, Vitart, V. (Veronique), Völzke, H. (Henry), Wellmann, J. (Jürgen), Yu, L. (Lei), Zhao, W. (Wei), Allik, J., Attia, J. (John), Bandinelli, S. (Stefania), Bastardot, F. (Francois), Beauchamp, J.P. (Jonathan), Bennett, D.A. (David), Berger, K. (Klaus), Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Bültmann, U. (Ute), Campbell, H. (Harry), Chabris, C.F. (Christopher F.), Cherkas, L. (Lynn), Chung, M.K. (Mina), Cucca, F. (Francesco), Andrade, M. (Mariza) de, Jager, P.L. (Philip) de, Neve, J.E. (Jan-Emmanuel) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Dimitriou, M. (Maria), Eiríksdóttir, G. (Guoný), Elderson, M.F. (Martin), Eriksson, J.G. (Johan), Evans, D.M. (David), Faul, J.D. (Jessica), Ferrucci, L. (Luigi), Garcia, M. (Melissa), Grönberg, H. (Henrik), Guonason, V. (Vilmundur), Hall, P. (Per), Harris, J.M. (Juliette), Harris, T.B. (Tamara), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hoffmann, W. (Wolfgang), Holle, R. (Rolf), Holliday, E.G. (Elizabeth), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Kirkpatrick, R.M. (Robert), Kowgier, M. (Matthew), Latvala, A. (Antti), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lehtimäki, T. (Terho), Li, J. (Jingmei), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Mäkinen, T. (Tuukka), Masala, G. (Giovanna), McGue, M. (Matt), Metspalu, A. (Andres), Mielck, A. (Andreas), Miller, M. (Michael), Montgomery, G.W. (Grant), Mukherjee, S. (Sutapa), Nyholt, D.R. (Dale), Oostra, B.A. (Ben), Palmer, C. (Cameron), Palotie, A. (Aarno), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peyser, P.A. (Patricia A.), Preisig, M. (Martin), Räikkönen, K. (Katri), Raitakari, O. (Olli), Realo, A. (Anu), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sarin, A.-P., Schlessinger, D., Scott, R.J. (Rodney), Snieder, H. (Harold), St Pourcain, B. (Beate), Starr, J.M. (John), Sul, J.H. (Jae Hoon), Surakka, I. (Ida), Svento, R. (Rauli), Teumer, A. (Alexander), Tiemeier, H.W. (Henning), Rooij, F.J.A. (Frank) van, Wagoner, D.R. (David) van, Vartiainen, E. (Erkki), Viikari, J. (Jorma), Vollenweider, P. (Peter), Vonk, J.M. (Judith), Waeber, G. (Gérard), Weir, D.R. (David), Wichmann, H.E. (Heinz Erich), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Conley, D. (Dalton), Davey-Smith, G. (George), Franke, L. (Lude), Groenen, P.J.F. (Patrick), Hofman, A. (Albert), Johannesson, M. (Magnus), Kardia, S.L.R. (Sharon), Krueger, R.F., Laibson, D. (David), Martin, N.G. (Nicholas), Meyer, M.N. (Michelle), Posthuma, D. (Danielle), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Koellinger, Ph.D. (Philipp), Rietveld, C.A. (Niels), Medland, S.E. (Sarah), Derringer, J., Yang, J. (Joanna), Esko, T. (Tõnu), Martin, N.W. (Nicolas), Westra, H.J. (Harm-Jan), Shakhbazov, K. (Konstantin), Abdellaoui, A. (Abdel), Agrawal, A. (Arpana), Albrecht, E. (Eva), Alizadeh, B.Z. (Behrooz), Amin, N. (Najaf), Barnard, J. (John), Baumeister, S.E. (Sebastian), Benke, P.J. (Paul), Bielak, L.F. (Lawrence F.), Boatman, J.A. (Jeffrey), Boyle, P.A. (Patricia), Davies, G. (Gail), Leeuw, C. (Christiaan) de, Eklund, N. (Niina), Evans, D.S. (Daniel), Ferhmann, R. (Rudolf), Fischer, K. (Krista), Gieger, C. (Christian), Gjessing, H.K. (Håkon), Hägg, S. (Sara), Harris, J.R. (Jennifer), Hayward, C. (Caroline), Holzapfel, C. (Christina), Ibrahim-Verbaas, C.A. (Carla), Ingelsson, E. (Erik), Jacobsson, B. (Bo), Joshi, P.K. (Peter), Juqessur, A. (Astanand), Kaakinen, M. (Marika), Kanoni, S. (Stavroula), Karjalainen, J. (Juha), Kolcic, I. (Ivana), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Lahti, J. (Jari), Lee, S.H. (Sang Hong), Lin, P. (Peng), Lind, P.A. (Penelope), Liu, Y. (YongMei), Lohman, K. (Kurt), Loitfelder, M. (Marisa), Mcmahon, G. (George), Marques-Vidal, P. (Pedro), Meirelles, O., Milani, L. (Lili), Myhre, R. (Ronny), Nuotio, M.-L. (Marja-Liisa), Oldmeadow, C. (Christopher), Petrovic, K. (Katja), Peyrot, W.J. (Wouter ), Polasek, O. (Ozren), Quaye, L. (Lydia), Reinmaa, E. (Eva), Rice, J.P. (John), Rizzi, T.S. (Thais), Schmidt, H. (Helena), Schmidt, R. (Reinhold), Smith, A.V. (Davey), Smith, J.A. (Jennifer A), Tanaka, T. (Toshiko), Terracciano, A., Loos, M.J.H.M. (Matthijs) van der, Vitart, V. (Veronique), Völzke, H. (Henry), Wellmann, J. (Jürgen), Yu, L. (Lei), Zhao, W. (Wei), Allik, J., Attia, J. (John), Bandinelli, S. (Stefania), Bastardot, F. (Francois), Beauchamp, J.P. (Jonathan), Bennett, D.A. (David), Berger, K. (Klaus), Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Bültmann, U. (Ute), Campbell, H. (Harry), Chabris, C.F. (Christopher F.), Cherkas, L. (Lynn), Chung, M.K. (Mina), Cucca, F. (Francesco), Andrade, M. (Mariza) de, Jager, P.L. (Philip) de, Neve, J.E. (Jan-Emmanuel) de, Deary, I.J. (Ian), Dedoussis, G.V. (George), Deloukas, P. (Panagiotis), Dimitriou, M. (Maria), Eiríksdóttir, G. (Guoný), Elderson, M.F. (Martin), Eriksson, J.G. (Johan), Evans, D.M. (David), Faul, J.D. (Jessica), Ferrucci, L. (Luigi), Garcia, M. (Melissa), Grönberg, H. (Henrik), Guonason, V. (Vilmundur), Hall, P. (Per), Harris, J.M. (Juliette), Harris, T.B. (Tamara), Hastie, N. (Nick), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hoffmann, W. (Wolfgang), Holle, R. (Rolf), Holliday, E.G. (Elizabeth), Hottenga, J.J. (Jouke Jan), Iacono, W.G. (William), Illig, T. (Thomas), Jarvelin, M.-R. (Marjo-Riitta), Kähönen, M. (Mika), Kaprio, J. (Jaakko), Kirkpatrick, R.M. (Robert), Kowgier, M. (Matthew), Latvala, A. (Antti), Launer, L.J. (Lenore), Lawlor, D.A. (Debbie), Lehtimäki, T. (Terho), Li, J. (Jingmei), Lichtenstein, P. (Paul), Lichtner, P. (Peter), Liewald, D.C.M. (David), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Mäkinen, T. (Tuukka), Masala, G. (Giovanna), McGue, M. (Matt), Metspalu, A. (Andres), Mielck, A. (Andreas), Miller, M. (Michael), Montgomery, G.W. (Grant), Mukherjee, S. (Sutapa), Nyholt, D.R. (Dale), Oostra, B.A. (Ben), Palmer, C. (Cameron), Palotie, A. (Aarno), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peyser, P.A. (Patricia A.), Preisig, M. (Martin), Räikkönen, K. (Katri), Raitakari, O. (Olli), Realo, A. (Anu), Ring, S.M. (Susan), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Rustichini, A. (Aldo), Salomaa, V. (Veikko), Sarin, A.-P., Schlessinger, D., Scott, R.J. (Rodney), Snieder, H. (Harold), St Pourcain, B. (Beate), Starr, J.M. (John), Sul, J.H. (Jae Hoon), Surakka, I. (Ida), Svento, R. (Rauli), Teumer, A. (Alexander), Tiemeier, H.W. (Henning), Rooij, F.J.A. (Frank) van, Wagoner, D.R. (David) van, Vartiainen, E. (Erkki), Viikari, J. (Jorma), Vollenweider, P. (Peter), Vonk, J.M. (Judith), Waeber, G. (Gérard), Weir, D.R. (David), Wichmann, H.E. (Heinz Erich), Widen, E. (Elisabeth), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Conley, D. (Dalton), Davey-Smith, G. (George), Franke, L. (Lude), Groenen, P.J.F. (Patrick), Hofman, A. (Albert), Johannesson, M. (Magnus), Kardia, S.L.R. (Sharon), Krueger, R.F., Laibson, D. (David), Martin, N.G. (Nicholas), Meyer, M.N. (Michelle), Posthuma, D. (Danielle), Thurik, A.R. (Roy), Timpson, N.J. (Nicholas), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), and Koellinger, Ph.D. (Philipp)
Published: 2013
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35. Sex-stratified Genome-wide Association Studies Including 270,000 Individuals Show Sexual Dimorphism in Genetic Loci for Anthropomet

Author: Randall, J.C. (Joshua), Winkler, T.W. (Thomas), Kutalik, Z. (Zoltán), Berndt, S.I. (Sonja), Jackson, A.U. (Anne), Monda, K.L. (Keri), Kilpeläinen, T.O. (Tuomas), Esko, T. (Tõnu), Mägi, R. (Reedik), Li, S. (Shengxu), Workalemahu, T. (Tsegaselassie), Feitosa, M.F. (Mary Furlan), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Fall, M. (Magnus), Ferreira, T. (Teresa), Gustafsson, S. (Stefan), Locke, A.E. (Adam), Mathieson, I. (Iain), Scherag, A. (Andre), Vedantam, S. (Sailaja), Wood, A.R. (Andrew), Liang, L. (Liming), Steinthorsdottir, V. (Valgerdur), Thorleifsson, G. (Gudmar), Dermitzakis, E.T. (Emmanouil), Dimas, A.S. (Antigone), Karpe, F. (Fredrik), Min, J. (Josine), Nicholson, G. (Ggeorge), Clegg, D.J. (Deborah), Person, A.D. (Anthony), Krohn, J.P. (Jon), Bauer, S. (Stephanie), Buechler, C. (Christa), Eisinger, F. (François), Bonnefond, A. (Amélie), Froguel, P. (Philippe), Hottenga, J.J. (Jouke Jan), Prokopenko, I. (Inga), Waite, L. (Lindsay), Harris, T.B. (Tamara), Smith, A.V. (Davey), Shuldiner, A.R. (Alan), McArdle, W.L. (Wendy), Caulfield, M. (Mark), Munroe, P. (Patricia), Grönberg, H. (Henrik), Chen, Y.D.I. (Yii-Der Ida), Li, G. (Guo), Beckmann, J.S. (Jacques), Johnson, T. (Toby), Thorsteinsdottir, U. (Unnur), Teder-Laving, M. (Maris), Khaw, K-T. (Kay-Tee), Wareham, N.J. (Nick), Zhao, J.H. (Jing Hua), Amin, N. (Najaf), Oostra, B.A. (Ben), Kraja, A. (Aldi), Province, M.A. (Mike), Cupples, L.A. (Adrienne), Heard-Costa, N.L. (Nancy), Kaprio, J. (Jaakko), Ripatti, S. (Samuli), Surakka, I. (Ida), Collins, F.S. (Francis), Saramies, J. (Jouko), Tuomilehto, J. (Jaakko), Jula, A. (Antti), Salomaa, V. (Veikko), Erdmann, J. (Jeanette), Hengstenberg, C. (Christian), Loley, C. (Christina), Schunkert, H. (Heribert), Lamina, C. (Claudia), Wichmann, H.E. (Heinz Erich), Albrecht, E. (Eva), Gieger, C. (Christian), Hicks, A.A. (Andrew), Johansson, A. (Åsa), Pramstaller, P.P. (Peter Paul), Kathiresan, S. (Sekar), Speliotes, E.K. (Elizabeth), Penninx, B.W.J.H. (Brenda), Hartikainen, A.L., Jarvelin, M.-R. (Marjo-Riitta), Gyllensten, U. (Ulf), Boomsma, D.I. (Dorret), Campbell, H. (Harry), Wilson, J.F. (James), Chanock, S.J. (Stephen), Farrall, M. (Martin), Goel, A. (Anuj), Medina-Gomez, M.C. (Carolina), Rivadeneira Ramirez, F. (Fernando), Estrada Gil, K. (Karol), Uitterlinden, A.G. (André), Hofman, A. (Albert), Zillikens, M.C. (Carola), Heijer, M. (Martin) den, Kiemeney, L.A.L.M. (Bart), Maschio, A., Hall, A.S. (Alistair), Tyrer, J.P. (Jonathan), Teumer, A. (Alexander), Völzke, H. (Henry), Kovacs, P. (Peter), Tönjes, A. (Anke), Mangino, M. (Massimo), Spector, T.D. (Timothy), Hayward, C. (Caroline), Rudan, I. (Igor), Hall, A. (Anne), Samani, N.J. (Nilesh), Attwood, A.P. (Antony), Sambrook, J.G. (Jennifer), Hung, J. (Judy), Palmer, C. (Cameron), Lokki, M.L., Sinisalo, J. (Juha), Boucher, G. (Gabrielle), Huikuri, H.V. (Heikki), Lorentzon, M. (Mattias), Ohlsson, C. (Claes), Eklund, N. (Niina), Hagen, K. (Knut), Barlassina, C. (Christina), Rivolta, C. (Carlo), Nolte, I.M. (Ilja), Snieder, H. (Harold), Klauw, M.M. (Melanie) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Gejman, P.V. (Pablo), Shi, J. (Jianxin), Jacobs, K.B. (Kevin), Wang, Z. (Zhaoming), Bakker, S.J.L. (Stephan), Leach, I.M. (Irene Mateo), Navis, G. (Gerjan), Harst, P. (Pim) van der, Martin, N.G. (Nicholas), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Yang, J. (Joanna), Chasman, D.I. (Daniel), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Lehtimäki, T. (Terho), Raitakari, O. (Olli), Absher, D. (Devin), Iribarren, C. (Carlos), Basart, D.C.G. (Dick), Hovingh, G.K. (Kees), Hyppönen, E. (Elina), Power, C. (Christopher), Beilby, J.P. (John), Hui, J. (Jennie), Jolley, G.J. (Jason), Sager, H. (Hendrik), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Kristiansson, K. (Kati), Perola, M. (Markus), Lindström, J. (Jaana), Swift, A.J. (Amy), Uusitupa, M. (Matti), Atalay, M. (Mustafa), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Bolton, J.L. (Jennifer), Fowkes, G. (Gerry), Fraser, R.M. (Ross), Price, J.F. (Jackie F.), Fischer, K. (Krista), KrjutÅkov, K. (Kaarel), Metspalu, A. (Andres), Mihailov, E. (Evelin), Langenberg, C. (Claudia), Luan, J., Ong, K.K. (Ken), Chines, P.S. (Peter), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Edkins, T. (Ted), Franks, P.W. (Paul), Hallmans, G. (Göran), Shungin, D. (Dmitry), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Erbel, R. (Raimund), Moebus, S. (Susanne), Nöthen, M.M. (Markus), Pechlivanis, S. (Sonali), Hveem, K. (Kristian), Narisu, N. (Narisu), Hamsten, A. (Anders), Humphries, S.E. (Steve), Strawbridge, R.J. (Rona), Tremoli, E. (Elena), Grallert, H. (Harald), Thorand, B. (Barbara), Illig, T. (Thomas), Koenig, W. (Wolfgang), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Boehm, B.O. (Bernhard), Kleber, M.E. (Marcus), März, W. (Winfried), Winkelmann, B., Kuusisto, J. (Johanna), Laakso, M. (Markku), Arveiler, D. (Dominique), Cesana, G. (Giancarlo), Kuulasmaa, K. (Kari), Virtamo, J. (Jarmo), Yarnell, J.W.G. (John W.), Kuh, D. (Diana), Wong, A. (Andrew), Lind, L. (Lars), Faire, U. (Ulf) de, Gigante, B. (Bruna), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Dedoussis, G.V. (George), Dimitriou, M. (Maria), Kolovou, G. (Genovefa), Kanoni, S. (Stavroula), Stirrups, K. (Kathy), Bonnycastle, L.L. (Lori), Njølstad, I. (Inger), Wilsgaard, T. (Tom), Ganna, A. (Andrea), Rehnberg, E. (Emil), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunians, T. (Talin), Hunter, D. (David), Ingelsson, E. (Erik), Kaplan, R.C. (Robert), Mohlke, K.L. (Karen), O´Connell, J.R., Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Abecasis, G.R. (Gonçalo), McCarthy, M.I. (Mark), Anderson, D. (Denise), Hirschhorn, J.N. (Joel), Qi, L. (Lu), Loos, R.J.F. (Ruth), Lindgren, C.M. (Cecilia), North, K.E. (Kari), Heid, I.M. (Iris), Randall, J.C. (Joshua), Winkler, T.W. (Thomas), Kutalik, Z. (Zoltán), Berndt, S.I. (Sonja), Jackson, A.U. (Anne), Monda, K.L. (Keri), Kilpeläinen, T.O. (Tuomas), Esko, T. (Tõnu), Mägi, R. (Reedik), Li, S. (Shengxu), Workalemahu, T. (Tsegaselassie), Feitosa, M.F. (Mary Furlan), Croteau-Chonka, D.C. (Damien), Day, F.R. (Felix), Fall, M. (Magnus), Ferreira, T. (Teresa), Gustafsson, S. (Stefan), Locke, A.E. (Adam), Mathieson, I. (Iain), Scherag, A. (Andre), Vedantam, S. (Sailaja), Wood, A.R. (Andrew), Liang, L. (Liming), Steinthorsdottir, V. (Valgerdur), Thorleifsson, G. (Gudmar), Dermitzakis, E.T. (Emmanouil), Dimas, A.S. (Antigone), Karpe, F. (Fredrik), Min, J. (Josine), Nicholson, G. (Ggeorge), Clegg, D.J. (Deborah), Person, A.D. (Anthony), Krohn, J.P. (Jon), Bauer, S. (Stephanie), Buechler, C. (Christa), Eisinger, F. (François), Bonnefond, A. (Amélie), Froguel, P. (Philippe), Hottenga, J.J. (Jouke Jan), Prokopenko, I. (Inga), Waite, L. (Lindsay), Harris, T.B. (Tamara), Smith, A.V. (Davey), Shuldiner, A.R. (Alan), McArdle, W.L. (Wendy), Caulfield, M. (Mark), Munroe, P. (Patricia), Grönberg, H. (Henrik), Chen, Y.D.I. (Yii-Der Ida), Li, G. (Guo), Beckmann, J.S. (Jacques), Johnson, T. (Toby), Thorsteinsdottir, U. (Unnur), Teder-Laving, M. (Maris), Khaw, K-T. (Kay-Tee), Wareham, N.J. (Nick), Zhao, J.H. (Jing Hua), Amin, N. (Najaf), Oostra, B.A. (Ben), Kraja, A. (Aldi), Province, M.A. (Mike), Cupples, L.A. (Adrienne), Heard-Costa, N.L. (Nancy), Kaprio, J. (Jaakko), Ripatti, S. (Samuli), Surakka, I. (Ida), Collins, F.S. (Francis), Saramies, J. (Jouko), Tuomilehto, J. (Jaakko), Jula, A. (Antti), Salomaa, V. (Veikko), Erdmann, J. (Jeanette), Hengstenberg, C. (Christian), Loley, C. (Christina), Schunkert, H. (Heribert), Lamina, C. (Claudia), Wichmann, H.E. (Heinz Erich), Albrecht, E. (Eva), Gieger, C. (Christian), Hicks, A.A. (Andrew), Johansson, A. (Åsa), Pramstaller, P.P. (Peter Paul), Kathiresan, S. (Sekar), Speliotes, E.K. (Elizabeth), Penninx, B.W.J.H. (Brenda), Hartikainen, A.L., Jarvelin, M.-R. (Marjo-Riitta), Gyllensten, U. (Ulf), Boomsma, D.I. (Dorret), Campbell, H. (Harry), Wilson, J.F. (James), Chanock, S.J. (Stephen), Farrall, M. (Martin), Goel, A. (Anuj), Medina-Gomez, M.C. (Carolina), Rivadeneira Ramirez, F. (Fernando), Estrada Gil, K. (Karol), Uitterlinden, A.G. (André), Hofman, A. (Albert), Zillikens, M.C. (Carola), Heijer, M. (Martin) den, Kiemeney, L.A.L.M. (Bart), Maschio, A., Hall, A.S. (Alistair), Tyrer, J.P. (Jonathan), Teumer, A. (Alexander), Völzke, H. (Henry), Kovacs, P. (Peter), Tönjes, A. (Anke), Mangino, M. (Massimo), Spector, T.D. (Timothy), Hayward, C. (Caroline), Rudan, I. (Igor), Hall, A. (Anne), Samani, N.J. (Nilesh), Attwood, A.P. (Antony), Sambrook, J.G. (Jennifer), Hung, J. (Judy), Palmer, C. (Cameron), Lokki, M.L., Sinisalo, J. (Juha), Boucher, G. (Gabrielle), Huikuri, H.V. (Heikki), Lorentzon, M. (Mattias), Ohlsson, C. (Claes), Eklund, N. (Niina), Hagen, K. (Knut), Barlassina, C. (Christina), Rivolta, C. (Carlo), Nolte, I.M. (Ilja), Snieder, H. (Harold), Klauw, M.M. (Melanie) van der, Vliet-Ostaptchouk, J.V. (Jana) van, Gejman, P.V. (Pablo), Shi, J. (Jianxin), Jacobs, K.B. (Kevin), Wang, Z. (Zhaoming), Bakker, S.J.L. (Stephan), Leach, I.M. (Irene Mateo), Navis, G. (Gerjan), Harst, P. (Pim) van der, Martin, N.G. (Nicholas), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Yang, J. (Joanna), Chasman, D.I. (Daniel), Ridker, P.M. (Paul), Rose, L.M. (Lynda), Lehtimäki, T. (Terho), Raitakari, O. (Olli), Absher, D. (Devin), Iribarren, C. (Carlos), Basart, D.C.G. (Dick), Hovingh, G.K. (Kees), Hyppönen, E. (Elina), Power, C. (Christopher), Beilby, J.P. (John), Hui, J. (Jennie), Jolley, G.J. (Jason), Sager, H. (Hendrik), Bornstein, S.R. (Stefan), Schwarz, P.E.H. (Peter), Kristiansson, K. (Kati), Perola, M. (Markus), Lindström, J. (Jaana), Swift, A.J. (Amy), Uusitupa, M. (Matti), Atalay, M. (Mustafa), Lakka, T.A. (Timo), Rauramaa, R. (Rainer), Bolton, J.L. (Jennifer), Fowkes, G. (Gerry), Fraser, R.M. (Ross), Price, J.F. (Jackie F.), Fischer, K. (Krista), KrjutÅkov, K. (Kaarel), Metspalu, A. (Andres), Mihailov, E. (Evelin), Langenberg, C. (Claudia), Luan, J., Ong, K.K. (Ken), Chines, P.S. (Peter), Keinanen-Kiukaanniemi, S. (Sirkka), Saaristo, T. (Timo), Edkins, T. (Ted), Franks, P.W. (Paul), Hallmans, G. (Göran), Shungin, D. (Dmitry), Morris, A.D. (Andrew), Palmer, C.N.A. (Colin), Erbel, R. (Raimund), Moebus, S. (Susanne), Nöthen, M.M. (Markus), Pechlivanis, S. (Sonali), Hveem, K. (Kristian), Narisu, N. (Narisu), Hamsten, A. (Anders), Humphries, S.E. (Steve), Strawbridge, R.J. (Rona), Tremoli, E. (Elena), Grallert, H. (Harald), Thorand, B. (Barbara), Illig, T. (Thomas), Koenig, W. (Wolfgang), Müller-Nurasyid, M. (Martina), Peters, A. (Annette), Boehm, B.O. (Bernhard), Kleber, M.E. (Marcus), März, W. (Winfried), Winkelmann, B., Kuusisto, J. (Johanna), Laakso, M. (Markku), Arveiler, D. (Dominique), Cesana, G. (Giancarlo), Kuulasmaa, K. (Kari), Virtamo, J. (Jarmo), Yarnell, J.W.G. (John W.), Kuh, D. (Diana), Wong, A. (Andrew), Lind, L. (Lars), Faire, U. (Ulf) de, Gigante, B. (Bruna), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Dedoussis, G.V. (George), Dimitriou, M. (Maria), Kolovou, G. (Genovefa), Kanoni, S. (Stavroula), Stirrups, K. (Kathy), Bonnycastle, L.L. (Lori), Njølstad, I. (Inger), Wilsgaard, T. (Tom), Ganna, A. (Andrea), Rehnberg, E. (Emil), Hingorani, A. (Aroon), Kivimaki, M. (Mika), Kumari, M. (Meena), Assimes, T.L. (Themistocles), Barroso, I.E. (Inês), Boehnke, M. (Michael), Borecki, I.B. (Ingrid), Deloukas, P. (Panagiotis), Fox, C. (Craig), Frayling, T.M. (Timothy), Groop, L. (Leif), Haritunians, T. (Talin), Hunter, D. (David), Ingelsson, E. (Erik), Kaplan, R.C. (Robert), Mohlke, K.L. (Karen), O´Connell, J.R., Schlessinger, D. (David), Strachan, D.P. (David), Zwart, J-A. (John-Anker), Duijn, C.M. (Cornelia) van, Abecasis, G.R. (Gonçalo), McCarthy, M.I. (Mark), Anderson, D. (Denise), Hirschhorn, J.N. (Joel), Qi, L. (Lu), Loos, R.J.F. (Ruth), Lindgren, C.M. (Cecilia), North, K.E. (Kari), and Heid, I.M. (Iris)
Published: 2013
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36. Molecular genetics and subjective well-being

Author: Rietveld, C.A. (Niels), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Koellinger, Ph.D. (Philipp), Neve, J.E. (Jan-Emmanuel) de, Tiemeier, H.W. (Henning), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Krueger, R.F., Bartels, M. (Meike), Rietveld, C.A. (Niels), Cesarini, D. (David), Benjamin, D.J. (Daniel J.), Koellinger, Ph.D. (Philipp), Neve, J.E. (Jan-Emmanuel) de, Tiemeier, H.W. (Henning), Johannesson, M. (Magnus), Magnusson, P.K. (Patrik), Pedersen, N.L. (Nancy), Krueger, R.F., and Bartels, M. (Meike)
Abstract: Subjective well-being (SWB) is a major topic of research across the social sciences. Twin and family studies have found that genetic factors may account for as much as 30-40% of the variance in SWB. Here, we study genetic contributions to SWB in a pooled sample of ≈11,500 unrelated, comprehensively-genotyped Swedish and Dutch individuals. We apply a recently developed method to estimate "common narrow heritability": the fraction of variance in SWB that can be explained by the cumulative additive effects of genetic polymorphisms that are common in the population. Our estimates are 5-10% for single-question survey measures of SWB, and 12-18% after correction for measurement error in the SWB measures. Our results suggest guarded optimism about the prospects of using genetic data in SWB research because, although the common narrow heritability is not large, the polymorphisms that contribute to it could feasibly be discovered with a sufficiently large sample of individuals.
Published: 2013
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37. The genetic architecture of economic and political preferences

Author: Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Loos, M.J.H.M. (Matthijs) van der, Dawes, C.T. (Christopher T.), Koellinger, Ph.D. (Philipp), Magnusson, P.K. (Patrik), Chabris, C.F. (Christopher F.), Conley, D. (Dalton), Laibson, D. (David), Johannesson, M. (Magnus), Visscher, P.M. (Peter), Benjamin, D.J. (Daniel J.), Cesarini, D. (David), Loos, M.J.H.M. (Matthijs) van der, Dawes, C.T. (Christopher T.), Koellinger, Ph.D. (Philipp), Magnusson, P.K. (Patrik), Chabris, C.F. (Christopher F.), Conley, D. (Dalton), Laibson, D. (David), Johannesson, M. (Magnus), and Visscher, P.M. (Peter)
Abstract: Preferences are fundamental building blocks in all models of economic and political behavior. We study a new sample of comprehensively genotyped subjects with data on economic and political preferences and educational attainment. We use dense single nucleotide polymorphism (SNP) data to estimate the proportion of variation in these traits explained by common SNPs and to conduct genome-wide association study (GWAS) and prediction analyses. The pattern of results is consistent with findings for other complex traits. First, the estimated fraction of phenotypic variation that could, in principle, be explained by dense SNP arrays is around one-half of the narrow heritability estimated using twin and family samples. The molecular-genetic-based heritability estimates, therefore, partially corroborate evidence of significant heritability from behavior genetic studies. Second, our analyses suggest that these traits have a polygenic architecture, with the heritable variation explained by many genes with small effects. Our results suggest that most published genetic association studies with economic and political traits are dramatically underpowered, which implies a high false discovery rate. These results convey a cautionary message for whether, how, and how soon molecular genetic data can contribute to, and potentially transform, research in social science. We propose some constructive responses to the inferential challenges posed by the small explanatory power of individual SNPs.
Published: 2012
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38. Genetic architecture of circulating lipid levels

Author: Demirkan, A. (Ayşe), Amin, N. (Najaf), Isaacs, A.J. (Aaron), Järvelin, M.R., Whitfield, J.B. (John), Wichmann, H.E. (Heinz Erich), Kyvik, K.O. (Kirsten Ohm), Rudan, I. (Igor), Gieger, C. (Christian), Hicks, A.A. (Andrew), Johansson, A. (Åsa), Hottenga, J.J. (Jouke Jan), Smith, J.J. (Johannes), Wild, S.H. (Sarah), Pedersen, N.L. (Nancy), Willemsen, G.A.H.M. (Gonneke), Mangino, M. (Massimo), Hayward, C. (Caroline), Uitterlinden, A.G. (André), Hofman, A. (Albert), Witteman, J.C.M. (Jacqueline), Montgomery, G.W. (Grant), Pietilainen, K.H. (Kirsi Hannele), Rantanen, T. (Taina), Kaprio, J. (Jaakko), Döring, A. (Angela), Pramstaller, P.P. (Peter Paul), Gyllensten, U. (Ulf), Geus, E.J.C. (Eco) de, Penninx, B.W.J.H. (Brenda), Wilson, J.F. (James), Rivadeneria, F. (Fernando), Magnusson, P.K. (Patrik), Boomsma, D.I. (Dorret), Spector, T.D. (Timothy), Campbell, H. (Harry), Hoehne, B. (Birgit), Martin, N.G. (Nicholas), Oostra, B.A. (Ben), McCarthy, M.I. (Mark), Peltonen-Palotie, L. (Leena), Aulchenko, Y.S. (Yurii), Visscher, P.M. (Peter), Ripatti, S. (Samuli), Janssens, A.C.J.W. (Cécile), Tikka-Kleemola, P. (Päivi), Demirkan, A. (Ayşe), Amin, N. (Najaf), Isaacs, A.J. (Aaron), Järvelin, M.R., Whitfield, J.B. (John), Wichmann, H.E. (Heinz Erich), Kyvik, K.O. (Kirsten Ohm), Rudan, I. (Igor), Gieger, C. (Christian), Hicks, A.A. (Andrew), Johansson, A. (Åsa), Hottenga, J.J. (Jouke Jan), Smith, J.J. (Johannes), Wild, S.H. (Sarah), Pedersen, N.L. (Nancy), Willemsen, G.A.H.M. (Gonneke), Mangino, M. (Massimo), Hayward, C. (Caroline), Uitterlinden, A.G. (André), Hofman, A. (Albert), Witteman, J.C.M. (Jacqueline), Montgomery, G.W. (Grant), Pietilainen, K.H. (Kirsi Hannele), Rantanen, T. (Taina), Kaprio, J. (Jaakko), Döring, A. (Angela), Pramstaller, P.P. (Peter Paul), Gyllensten, U. (Ulf), Geus, E.J.C. (Eco) de, Penninx, B.W.J.H. (Brenda), Wilson, J.F. (James), Rivadeneria, F. (Fernando), Magnusson, P.K. (Patrik), Boomsma, D.I. (Dorret), Spector, T.D. (Timothy), Campbell, H. (Harry), Hoehne, B. (Birgit), Martin, N.G. (Nicholas), Oostra, B.A. (Ben), McCarthy, M.I. (Mark), Peltonen-Palotie, L. (Leena), Aulchenko, Y.S. (Yurii), Visscher, P.M. (Peter), Ripatti, S. (Samuli), Janssens, A.C.J.W. (Cécile), and Tikka-Kleemola, P. (Päivi)
Abstract: Serum concentrations of low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), triglycerides (TGs) and total cholesterol (TC) are important heritable risk factors for cardiovascular disease. Although genome-wide association studies (GWASs) of circulating lipid levels have identified numerous loci, a substantial portion of the heritability of these traits remains unexplained. Evidence of unexplained genetic variance can be detected by combining multiple independent markers into additive genetic risk scores. Such polygenic scores, constructed using results from the ENGAGE Consortium GWAS on serum lipids, were applied to predict lipid levels in an independent population-based study, the Rotterdam Study-II (RS-II). We additionally tested for evidence of a shared genetic basis for different lipid phenotypes. Finally, the polygenic score approach was used to identify an alternative genome-wide significance threshold before pathway analysis and those results were compared with those based on the classical genome-wide significance threshold. Our study provides evidence suggesting that many loci influencing circulating lipid levels remain undiscovered. Cross-prediction models suggested a small overlap between the polygenic backgrounds involved in determining LDL-C, HDL-C and TG levels. Pathway analysis utilizing the best polygenic score for TC uncovered extra information compared with using only genome-wide significant loci. These results suggest that the genetic architecture of circulating lipids involves a number of undiscovered variants with very small effects, and that increasing GWAS sample sizes will enable the identification of novel variants that regulate lipid levels.
Published: 2011
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39. Thirty new loci for age at menarche identified by a meta-analysis of genome-wide association studies

Author: Elks, C.E. (Cathy), Perry, J.R.B. (John), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (Chunyan), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (Enda), Cousminer, D.L. (Diana), Gudbjartsson, D.F. (Daniel), Esko, T. (Tõnu), Feenstra, B. (Bjarke), Hottenga, J.J. (Jouke Jan), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (Peng), Mangino, M. (Massimo), Marongiu, M. (Mara), McArdle, P.F. (Patrick), Smith, A.V. (Albert Vernon), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (Jing Hua), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Ulivi, S. (Shelia), Warrington, N.M. (Nicole), Zgaga, L. (Lina), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (Thor), Bandinelli, S. (Stefania), Barroso, I.E. (Inês), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Blackburn, H. (Hannah), Boerwinkle, E.A. (Eric), Buring, J.E. (Julie), Busonero, F., Campbell, H. (Harry), Chanock, S.J. (Stephen), Chen, W. (Wei), Cornelis, M. (Marilyn), Couper, D.J. (David), Coviello, A.D. (Andrea), Adamo, P. (Pio) d', Faire, U. (Ulf) de, Geus, E.J.C. (Eco) de, Deloukas, P. (Panagiotis), Döring, A. (Angela), Easton, D.F. (Douglas), Eiriksdottir, G. (Gudny), Emilsson, V. (Valur), Eriksson, J.G. (Johan), Ferrucci, L. (Luigi), Folsom, A.R. (Aaron), Foroud, T. (Tatiana), Garcia, M. (Melissa), Gasparini, P. (Paolo), Geller, F. (Frank), Gieger, C. (Christian), Gudnason, V. (Vilmundur), Hall, A.S. (Alistair), Hankinson, S.E. (Susan), Ferreli, L. (Liana), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (Frank), Illig, T. (Thomas), Järvelin, M.R., Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K-T. (Kay-Tee), Kiel, D.P. (Douglas), Kilpelänen, T.O. (Tuomas), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S.E. (Joop), Li, S. (Shengxu), Liu, J. (Jianjun), Levy, D. (Daniel), Martin, N.G. (Nicholas), Melbye, M. (Mads), Mooser, V. (Vincent), Murray, J.C. (Jeffrey), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (Mari), Ness, A.R. (Andrew), Northstone, K. (Kate), Oostra, B.A. (Ben), Peacock, M. (Munro), Palmer, C. (Cameron), Palotie, A. (Aarno), Paré, G. (Guillaume), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Peltonen, L. (Leena Johanna), Pennell, C.E. (Craig), Pharoah, P.D.P. (Paul), Polasek, O. (Ozren), Plump, A.S. (Andrew), Pouta, A. (Anneli), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Ring, S.M. (Susan), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D., Schork, N.J. (Nicholas), Scuteri, A. (Angelo), Segrè, A.V. (Ayellet), Shuldiner, A.R. (Alan), Soranzo, N. (Nicole), Sovio, U. (Ulla), Srinivasan, S.R. (Sathanur), Strachan, D.P. (David), Tammesoo, M.L., Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Tsui, K. (Kim), Tryggvadottir, L. (Laufey), Tyrer, J.P. (Jonathan), Uda, M. (Manuela), Dam, R.M. (Rob) van, Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Wichmann, H.E. (Heinz Erich), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Young, L. (Lauren), Zhai, G. (Guangju), Zhuang, W.V., Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Boyd, H.A. (Heather), Crisponi, L. (Laura), Demerath, E.W. (Ellen), Tikka-Kleemola, P. (Päivi), Econs, M.J. (Michael), Harris, T.B. (Tamara), Hunter, D. (David), Loos, R.J.F. (Ruth), Metspalu, A. (Andres), Montgomery, G.W. (Grant), Ridker, P.M. (Paul), Spector, T.D. (Timothy), Streeten, E.A. (Elizabeth), Stefansson, K. (Kari), Thorsteinsdottir, U. (Unnur), Uitterlinden, A.G. (André), Widen, E. (Elisabeth), Murabito, J. (Joanne), Ong, K. (Ken), Weedon, M.N. (Michael), Elks, C.E. (Cathy), Perry, J.R.B. (John), Sulem, P. (Patrick), Chasman, D.I. (Daniel), Franceschini, N. (Nora), He, C. (Chunyan), Lunetta, K.L. (Kathryn), Visser, J.A. (Jenny), Byrne, E.M. (Enda), Cousminer, D.L. (Diana), Gudbjartsson, D.F. (Daniel), Esko, T. (Tõnu), Feenstra, B. (Bjarke), Hottenga, J.J. (Jouke Jan), Koller, D.L. (Daniel), Kutalik, Z. (Zoltán), Lin, P. (Peng), Mangino, M. (Massimo), Marongiu, M. (Mara), McArdle, P.F. (Patrick), Smith, A.V. (Albert Vernon), Stolk, L. (Lisette), Wingerden, S. (Sophie) van, Zhao, J.H. (Jing Hua), Albrecht, E. (Eva), Corre, T. (Tanguy), Ingelsson, E. (Erik), Hayward, C. (Caroline), Magnusson, P.K. (Patrik), Ulivi, S. (Shelia), Warrington, N.M. (Nicole), Zgaga, L. (Lina), Alavere, H. (Helene), Amin, N. (Najaf), Aspelund, T. (Thor), Bandinelli, S. (Stefania), Barroso, I.E. (Inês), Berenson, G. (Gerald), Bergmann, S.M. (Sven), Blackburn, H. (Hannah), Boerwinkle, E.A. (Eric), Buring, J.E. (Julie), Busonero, F., Campbell, H. (Harry), Chanock, S.J. (Stephen), Chen, W. (Wei), Cornelis, M. (Marilyn), Couper, D.J. (David), Coviello, A.D. (Andrea), Adamo, P. (Pio) d', Faire, U. (Ulf) de, Geus, E.J.C. (Eco) de, Deloukas, P. (Panagiotis), Döring, A. (Angela), Easton, D.F. (Douglas), Eiriksdottir, G. (Gudny), Emilsson, V. (Valur), Eriksson, J.G. (Johan), Ferrucci, L. (Luigi), Folsom, A.R. (Aaron), Foroud, T. (Tatiana), Garcia, M. (Melissa), Gasparini, P. (Paolo), Geller, F. (Frank), Gieger, C. (Christian), Gudnason, V. (Vilmundur), Hall, A.S. (Alistair), Hankinson, S.E. (Susan), Ferreli, L. (Liana), Heath, A.C. (Andrew), Hernandez, D.G. (Dena), Hofman, A. (Albert), Hu, F.B. (Frank), Illig, T. (Thomas), Järvelin, M.R., Johnson, A.D. (Andrew), Karasik, D. (David), Khaw, K-T. (Kay-Tee), Kiel, D.P. (Douglas), Kilpelänen, T.O. (Tuomas), Kolcic, I. (Ivana), Kraft, P. (Peter), Launer, L.J. (Lenore), Laven, J.S.E. (Joop), Li, S. (Shengxu), Liu, J. (Jianjun), Levy, D. (Daniel), Martin, N.G. (Nicholas), Melbye, M. (Mads), Mooser, V. (Vincent), Murray, J.C. (Jeffrey), Nalls, M.A. (Michael), Navarro, P. (Pau), Nelis, M. (Mari), Ness, A.R. (Andrew), Northstone, K. (Kate), Oostra, B.A. (Ben), Peacock, M. (Munro), Palmer, C. (Cameron), Palotie, A. (Aarno), Paré, G. (Guillaume), Parker, A.N. (Alex), Pedersen, N.L. (Nancy), Peltonen, L. (Leena Johanna), Pennell, C.E. (Craig), Pharoah, P.D.P. (Paul), Polasek, O. (Ozren), Plump, A.S. (Andrew), Pouta, A. (Anneli), Porcu, E. (Eleonora), Rafnar, T. (Thorunn), Rice, J.P. (John), Ring, S.M. (Susan), Rivadeneira Ramirez, F. (Fernando), Rudan, I. (Igor), Sala, C. (Cinzia), Salomaa, V. (Veikko), Sanna, S. (Serena), Schlessinger, D., Schork, N.J. (Nicholas), Scuteri, A. (Angelo), Segrè, A.V. (Ayellet), Shuldiner, A.R. (Alan), Soranzo, N. (Nicole), Sovio, U. (Ulla), Srinivasan, S.R. (Sathanur), Strachan, D.P. (David), Tammesoo, M.L., Tikkanen, E. (Emmi), Toniolo, D. (Daniela), Tsui, K. (Kim), Tryggvadottir, L. (Laufey), Tyrer, J.P. (Jonathan), Uda, M. (Manuela), Dam, R.M. (Rob) van, Meurs, J.B.J. (Joyce) van, Vollenweider, P. (Peter), Waeber, G. (Gérard), Wareham, N.J. (Nick), Waterworth, D. (Dawn), Wichmann, H.E. (Heinz Erich), Willemsen, G.A.H.M. (Gonneke), Wilson, J.F. (James), Wright, A.F. (Alan), Young, L. (Lauren), Zhai, G. (Guangju), Zhuang, W.V., Bierut, L.J. (Laura), Boomsma, D.I. (Dorret), Boyd, H.A. (Heather), Crisponi, L. (Laura), Demerath, E.W. (Ellen), Tikka-Kleemola, P. (Päivi), Econs, M.J. (Michael), Harris, T.B. (Tamara), Hunter, D. (David), Loos, R.J.F. (Ruth), Metspalu, A. (Andres), Montgomery, G.W. (Grant), Ridker, P.M. (Paul), Spector, T.D. (Timothy), Streeten, E.A. (Elizabeth), Stefansson, K. (Kari), Thorsteinsdottir, U. (Unnur), Uitterlinden, A.G. (André), Widen, E. (Elisabeth), Murabito, J. (Joanne), Ong, K. (Ken), and Weedon, M.N. (Michael)
Abstract: To identify loci for age at menarche, we performed a meta-analysis of 32 genome-wide association studies in 87,802 women of European descent, with replication in up to 14,731 women. In addition to the known loci at LIN28B (P = 5.4 × 10 -60) and 9q31.2 (P = 2.2 × 10 -33), we identified 30 new menarche loci (all P < 5 × 10 -8) and found suggestive evidence for a further 10 loci (P < 1.9 × 10 -6). The new loci included four previously associated
Published: 2010
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40. New genetic loci implicated in fasting glucose homeostasis and their impact on type 2 diabetes risk

Author: Dupuis, J. (Josée), Langenberg, C. (Claudia), Prokopenko, I. (Inga), Saxena, R. (Richa), Soranzo, N. (Nicole), Jackson, A.U. (Anne), Wheeler, E. (Eleanor), Glazer, N.L. (Nicole), Bouatia-Naji, N. (Nabila), Gloyn, A.L. (Anna), Lindgren, C.M. (Cecilia), Mägi, R. (Reedik), Morris, A.P. (Andrew), Randall, J.C. (Joshua), Johnson, T. (Toby), Elliott, P. (Paul), Rybin, D. (Denis), Thorleifsson, G. (Gudmar), Steinthorsdottir, V. (Valgerdur), Henneman, P. (Peter), Grallert, H. (Harald), Dehghan, A. (Abbas), JanHottenga, J. (Jouke), Franklin, C.S. (Christopher), Navarro, P. (Pau), Song, K. (Kijoung), Goel, A. (Anuj), Perry, J.R.B. (John), Egan, J.M. (Josephine), Lajunen, T. (Taina), Grarup, N. (Niels), Sparsø, T. (Thomas), Doney, A.S.F. (Alex), Voight, B.F. (Benjamin), Stringham, H.M. (Heather), Li, M. (Man), Kanoni, S. (Stavroula), Shrader, P. (Peter), Cavalcanti-Proença, C. (Christine), Kumari, M. (Meena), Qi, L. (Lu), Timpson, N.J. (Nicholas), Gieger, C. (Christian), Zabena, C. (Carina), Rocheleau, G. (Ghislain), Ingelsson, E. (Erik), An, P. (Ping), O´Connell, J.R., Luan, J., McCarroll, S.A. (Steven), Payne, F. (Felicity), Roccasecca, R.M., Pattou, F. (François), Sethupathy, P. (Praveen), Ardlie, K.G. (Kristin), Ariyurek, Y. (Yavuz), Balkau, B. (Beverley), Barter, P. (Phil), Beilby, J.P. (John), Ben-Shlomo, Y., Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Bergmann, S.M. (Sven), Bochud, M. (Murielle), Boerwinkle, E.A. (Eric), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borch-Johnsen, K., Böttcher, Y. (Yvonne), Brunner, E. (Eric), Bumpstead, S. (Suzannah), Charpentier, G. (Guillaume), IdaChen, Y. (Yii) der, Chines, P.S. (Peter), Clarke, R., McOin, L.J. (Lachlan), Cooper, M.N. (Matthew), Cornelis, M. (Marilyn), Crawford, G. (Gabe), Crisponi, L. (Laura), Day, I.N.M. (Ian), Geus, E.J.C. (Eco) de, Delplanque, J. (Jerome), Dina, C. (Christian), Erdos, M.R. (Michael), Fedson, A.C. (Annette), Fischer-Rosinsky, A. (Antje), Forouhi, N.G. (Nita), Fox, C.S. (Caroline), Frants, R.R. (Rune), GraziaFranzosi, M. (Maria), Galan, P. (Pilar), Goodarzi, M. (Mark), Graessler, J. (Jürgen), Groves, C.J. (Christopher), Grundy, S.M. (Scott), Gwilliam, R. (Rhian), Gyllensten, U. (Ulf), Hadjadj, S. (Samy), Hallmans, G. (Göran), Hammond, N. (Naomi), Han, X. (Xijing), Hartikainen, A.-L. (Anna-Liisa), Hassanali, N. (Neelam), Hayward, C. (Caroline), Heath, S.C. (Simon), Hercberg, S. (Serge), Herder, C. (Christian), Hicks, A.A. (Andrew), Hillman, D.R. (David), Hingorani, A. (Aroon), Hofman, A. (Albert), Hui, J. (Jennie), Hung, J. (Judy), Isomaa, B. (Bo), Jørgensen, T. (Torben), Jula, A. (Antti), Kaakinen, M. (Marika), Kaprio, J. (Jaakko), AnteroKesaniemi, Y., Kivimaki, M. (Mika), Knight, B. (Beatrice), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyvik, K.O. (Kirsten Ohm), Lathrop, G.M. (Mark), Lawlor, D.A. (Debbie), Bacquer, O.L. (Olivier), Lecoeur, C. (Cécile), Lyssenko, V. (Valeriya), Mahley, R. (Robert), Mangino, M. (Massimo), Manning, A.K. (Alisa), TeresaMartínez-Larrad, M. (María), McAteer, J.B. (Jarred), McCulloch, L.J. (Laura), McPherson, R. (Ruth), Meisinger, C. (Christa), Melzer, D. (David), Meyre, D. (David), Mitchell, B.D. (Braxton), Morken, M.A. (Mario), Mukherjee, S. (Sutapa), Naitza, S. (Silvia), Narisu, N. (Narisu), Neville, M.J. (Matthew), Oostra, B.A. (Ben), Orrù, M. (Marco), Pakyz, R. (Ruth), Palmer, C.N.A. (Colin), Paolisso, G. (Giuseppe), Pattaro, C. (Cristian), Pearson, D. (Daniel), Peden, J. (John), Pedersen, N.L. (Nancy), Perola, M. (Markus), Pfeiffer, A.F.H. (Andreas), Pichler, I. (Irene), Polasek, O. (Ozren), Posthuma, D. (Danielle), Potter, S.C. (Simon), Pouta, A. (Anneli), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Rice, K. (Kenneth), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Roden, M. (Michael), Rolandsson, O. (Olov), Sandbaek, A. (Annelli), Sandhu, M.S. (Manjinder), Sanna, S. (Serena), Sayer, A.A., Scheet, P. (Paul), Scott, L.J. (Laura), Seedorf, U. (Udo), Sharp, S.J. (Stephen), Shields, B.M. (Beverley), Sigursson, G. (Gunnar), Sijbrands, E.J.G. (Eric), Silveira, A. (Angela), Simpson, L. (Laila), Singleton, A. (Andrew), Smith, N.L. (Nicholas), Sovio, U. (Ulla), Swift, A.J. (Amy), Syddall, H. (Holly), Syvänen, A.-C. (Ann-Christine), Tanaka, T. (Toshiko), Thorand, B. (Barbara), Tichet, J. (Jean), Tönjes, A. (Anke), Tuomi, T. (Tiinamaija), Uitterlinden, A.G. (André), Willems van Dijk, J.A.P. (Ko), Hoek, M. (Mandy) van, Varma, D. (Dhiraj), Visvikis-Siest, S. (Sophie), Vitart, V. (Veronique), Vogelzangs, N. (Nicole), Waeber, G. (Gérard), Wagner, P.J. (Peter), Walley, A. (Andrew), BragiWalters, G., Ward, K.L. (Kim), Watkins, H. (Hugh), Weedon, M.N. (Michael), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Witteman, J.C.M. (Jacqueline), GYarnell, J.W. (John), Zeggini, E. (Eleftheria), Zelenika, D. (Diana), Zethelius, B. (Björn), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Borecki, I.B. (Ingrid), Loos, R.J.F. (Ruth), Meneton, P. (Pierre), Magnusson, P.K. (Patrik), Nathan, D.M. (David), Williams, G.H. (Gordon), Hattersley, A.T. (Andrew), Silander, K. (Kaisa), Salomaa, V. (Veikko), Bornstein, S.R. (Stefan), Schwarz, P. (Peter), Spranger, J. (Jürgen), Karpe, F. (Fredrik), Shuldiner, A.R. (Alan), Dedoussis, G.V. (George), Serrano-Ríos, M. (Manuel), Lind, L. (Lars), Palmer, C. (Cameron), Hu, F.B. (Frank), Franks, P.W. (Paul), Ebrahim, S. (Shanil), Marmot, M. (Michael), Kao, W.-H.L. (Linda), Pankow, J.S. (James), Sampson, M.J. (Michael), Kuusisto, J. (Johanna), Laakso, M. (Markku), Hansen, T. (Torben), Pramstaller, P.P. (Peter Paul), Wichmann, H.E. (Erich), Illig, T. (Thomas), Rudan, I. (Igor), Wright, A.F. (Alan), Stumvoll, M. (Michael), Campbell, H. (Harry), Wilson, J.F. (James), Bergman, R.N. (Richard), Buchanan, T.A. (Thomas), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Tuomilehto, J. (Jaakko), Valle, T.T. (Timo), Altshuler, D. (David), Rotter, J.I. (Jerome), Siscovick, D.S. (David), Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Deloukas, P. (Panagiotis), Spector, T.D. (Timothy), Frayling, T.M. (Timothy), Ferrucci, L. (Luigi), Kong, A. (Augustine), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Tikka-Kleemola, P. (Päivi), Aulchenko, Y.S. (Yurii), Cao, A. (Antonio), Scuteri, A. (Angelo), Schlessinger, D. (David), Uda, M. (Manuela), Ruokonen, A. (Aimo), Jarvelin, M.-R. (Marjo-Riitta), Waterworth, D. (Dawn), Vollenweider, P. (Peter), Peltonen, L. (Leena Johanna), Mooser, V. (Vincent), Abecasis, G.R. (Gonçalo), Wareham, N.J. (Nick), Sladek, R. (Rob), Froguel, P. (Philippe), Meigs, J.B. (James), Groop, L. (Leif), Watanabe, R.M. (Richard), Boehnke, M. (Michael), McCarthy, M.I. (Mark), Florez, J.C. (Jose), Barroso, I.E. (Inês), Dupuis, J. (Josée), Langenberg, C. (Claudia), Prokopenko, I. (Inga), Saxena, R. (Richa), Soranzo, N. (Nicole), Jackson, A.U. (Anne), Wheeler, E. (Eleanor), Glazer, N.L. (Nicole), Bouatia-Naji, N. (Nabila), Gloyn, A.L. (Anna), Lindgren, C.M. (Cecilia), Mägi, R. (Reedik), Morris, A.P. (Andrew), Randall, J.C. (Joshua), Johnson, T. (Toby), Elliott, P. (Paul), Rybin, D. (Denis), Thorleifsson, G. (Gudmar), Steinthorsdottir, V. (Valgerdur), Henneman, P. (Peter), Grallert, H. (Harald), Dehghan, A. (Abbas), JanHottenga, J. (Jouke), Franklin, C.S. (Christopher), Navarro, P. (Pau), Song, K. (Kijoung), Goel, A. (Anuj), Perry, J.R.B. (John), Egan, J.M. (Josephine), Lajunen, T. (Taina), Grarup, N. (Niels), Sparsø, T. (Thomas), Doney, A.S.F. (Alex), Voight, B.F. (Benjamin), Stringham, H.M. (Heather), Li, M. (Man), Kanoni, S. (Stavroula), Shrader, P. (Peter), Cavalcanti-Proença, C. (Christine), Kumari, M. (Meena), Qi, L. (Lu), Timpson, N.J. (Nicholas), Gieger, C. (Christian), Zabena, C. (Carina), Rocheleau, G. (Ghislain), Ingelsson, E. (Erik), An, P. (Ping), O´Connell, J.R., Luan, J., McCarroll, S.A. (Steven), Payne, F. (Felicity), Roccasecca, R.M., Pattou, F. (François), Sethupathy, P. (Praveen), Ardlie, K.G. (Kristin), Ariyurek, Y. (Yavuz), Balkau, B. (Beverley), Barter, P. (Phil), Beilby, J.P. (John), Ben-Shlomo, Y., Benediktsson, R. (Rafn), Bennett, A.J. (Amanda), Bergmann, S.M. (Sven), Bochud, M. (Murielle), Boerwinkle, E.A. (Eric), Bonnefond, A. (Amélie), Bonnycastle, L.L. (Lori), Borch-Johnsen, K., Böttcher, Y. (Yvonne), Brunner, E. (Eric), Bumpstead, S. (Suzannah), Charpentier, G. (Guillaume), IdaChen, Y. (Yii) der, Chines, P.S. (Peter), Clarke, R., McOin, L.J. (Lachlan), Cooper, M.N. (Matthew), Cornelis, M. (Marilyn), Crawford, G. (Gabe), Crisponi, L. (Laura), Day, I.N.M. (Ian), Geus, E.J.C. (Eco) de, Delplanque, J. (Jerome), Dina, C. (Christian), Erdos, M.R. (Michael), Fedson, A.C. (Annette), Fischer-Rosinsky, A. (Antje), Forouhi, N.G. (Nita), Fox, C.S. (Caroline), Frants, R.R. (Rune), GraziaFranzosi, M. (Maria), Galan, P. (Pilar), Goodarzi, M. (Mark), Graessler, J. (Jürgen), Groves, C.J. (Christopher), Grundy, S.M. (Scott), Gwilliam, R. (Rhian), Gyllensten, U. (Ulf), Hadjadj, S. (Samy), Hallmans, G. (Göran), Hammond, N. (Naomi), Han, X. (Xijing), Hartikainen, A.-L. (Anna-Liisa), Hassanali, N. (Neelam), Hayward, C. (Caroline), Heath, S.C. (Simon), Hercberg, S. (Serge), Herder, C. (Christian), Hicks, A.A. (Andrew), Hillman, D.R. (David), Hingorani, A. (Aroon), Hofman, A. (Albert), Hui, J. (Jennie), Hung, J. (Judy), Isomaa, B. (Bo), Jørgensen, T. (Torben), Jula, A. (Antti), Kaakinen, M. (Marika), Kaprio, J. (Jaakko), AnteroKesaniemi, Y., Kivimaki, M. (Mika), Knight, B. (Beatrice), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyvik, K.O. (Kirsten Ohm), Lathrop, G.M. (Mark), Lawlor, D.A. (Debbie), Bacquer, O.L. (Olivier), Lecoeur, C. (Cécile), Lyssenko, V. (Valeriya), Mahley, R. (Robert), Mangino, M. (Massimo), Manning, A.K. (Alisa), TeresaMartínez-Larrad, M. (María), McAteer, J.B. (Jarred), McCulloch, L.J. (Laura), McPherson, R. (Ruth), Meisinger, C. (Christa), Melzer, D. (David), Meyre, D. (David), Mitchell, B.D. (Braxton), Morken, M.A. (Mario), Mukherjee, S. (Sutapa), Naitza, S. (Silvia), Narisu, N. (Narisu), Neville, M.J. (Matthew), Oostra, B.A. (Ben), Orrù, M. (Marco), Pakyz, R. (Ruth), Palmer, C.N.A. (Colin), Paolisso, G. (Giuseppe), Pattaro, C. (Cristian), Pearson, D. (Daniel), Peden, J. (John), Pedersen, N.L. (Nancy), Perola, M. (Markus), Pfeiffer, A.F.H. (Andreas), Pichler, I. (Irene), Polasek, O. (Ozren), Posthuma, D. (Danielle), Potter, S.C. (Simon), Pouta, A. (Anneli), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rathmann, W. (Wolfgang), Rayner, N.W. (Nigel William), Rice, K. (Kenneth), Ripatti, S. (Samuli), Rivadeneira Ramirez, F. (Fernando), Roden, M. (Michael), Rolandsson, O. (Olov), Sandbaek, A. (Annelli), Sandhu, M.S. (Manjinder), Sanna, S. (Serena), Sayer, A.A., Scheet, P. (Paul), Scott, L.J. (Laura), Seedorf, U. (Udo), Sharp, S.J. (Stephen), Shields, B.M. (Beverley), Sigursson, G. (Gunnar), Sijbrands, E.J.G. (Eric), Silveira, A. (Angela), Simpson, L. (Laila), Singleton, A. (Andrew), Smith, N.L. (Nicholas), Sovio, U. (Ulla), Swift, A.J. (Amy), Syddall, H. (Holly), Syvänen, A.-C. (Ann-Christine), Tanaka, T. (Toshiko), Thorand, B. (Barbara), Tichet, J. (Jean), Tönjes, A. (Anke), Tuomi, T. (Tiinamaija), Uitterlinden, A.G. (André), Willems van Dijk, J.A.P. (Ko), Hoek, M. (Mandy) van, Varma, D. (Dhiraj), Visvikis-Siest, S. (Sophie), Vitart, V. (Veronique), Vogelzangs, N. (Nicole), Waeber, G. (Gérard), Wagner, P.J. (Peter), Walley, A. (Andrew), BragiWalters, G., Ward, K.L. (Kim), Watkins, H. (Hugh), Weedon, M.N. (Michael), Wild, S.H. (Sarah), Willemsen, G.A.H.M. (Gonneke), Witteman, J.C.M. (Jacqueline), GYarnell, J.W. (John), Zeggini, E. (Eleftheria), Zelenika, D. (Diana), Zethelius, B. (Björn), Zhai, G. (Guangju), Zhao, J.H. (Jing Hua), Zillikens, M.C. (Carola), Borecki, I.B. (Ingrid), Loos, R.J.F. (Ruth), Meneton, P. (Pierre), Magnusson, P.K. (Patrik), Nathan, D.M. (David), Williams, G.H. (Gordon), Hattersley, A.T. (Andrew), Silander, K. (Kaisa), Salomaa, V. (Veikko), Bornstein, S.R. (Stefan), Schwarz, P. (Peter), Spranger, J. (Jürgen), Karpe, F. (Fredrik), Shuldiner, A.R. (Alan), Dedoussis, G.V. (George), Serrano-Ríos, M. (Manuel), Lind, L. (Lars), Palmer, C. (Cameron), Hu, F.B. (Frank), Franks, P.W. (Paul), Ebrahim, S. (Shanil), Marmot, M. (Michael), Kao, W.-H.L. (Linda), Pankow, J.S. (James), Sampson, M.J. (Michael), Kuusisto, J. (Johanna), Laakso, M. (Markku), Hansen, T. (Torben), Pramstaller, P.P. (Peter Paul), Wichmann, H.E. (Erich), Illig, T. (Thomas), Rudan, I. (Igor), Wright, A.F. (Alan), Stumvoll, M. (Michael), Campbell, H. (Harry), Wilson, J.F. (James), Bergman, R.N. (Richard), Buchanan, T.A. (Thomas), Collins, F.S. (Francis), Mohlke, K.L. (Karen), Tuomilehto, J. (Jaakko), Valle, T.T. (Timo), Altshuler, D. (David), Rotter, J.I. (Jerome), Siscovick, D.S. (David), Penninx, B.W.J.H. (Brenda), Boomsma, D.I. (Dorret), Deloukas, P. (Panagiotis), Spector, T.D. (Timothy), Frayling, T.M. (Timothy), Ferrucci, L. (Luigi), Kong, A. (Augustine), Thorsteinsdottir, U. (Unnur), Zwart, J-A. (John-Anker), Tikka-Kleemola, P. (Päivi), Aulchenko, Y.S. (Yurii), Cao, A. (Antonio), Scuteri, A. (Angelo), Schlessinger, D. (David), Uda, M. (Manuela), Ruokonen, A. (Aimo), Jarvelin, M.-R. (Marjo-Riitta), Waterworth, D. (Dawn), Vollenweider, P. (Peter), Peltonen, L. (Leena Johanna), Mooser, V. (Vincent), Abecasis, G.R. (Gonçalo), Wareham, N.J. (Nick), Sladek, R. (Rob), Froguel, P. (Philippe), Meigs, J.B. (James), Groop, L. (Leif), Watanabe, R.M. (Richard), Boehnke, M. (Michael), McCarthy, M.I. (Mark), Florez, J.C. (Jose), and Barroso, I.E. (Inês)
Abstract: Levels of circulating glucose are tightly regulated. To identify new loci influencing glycemic traits, we performed meta-analyses of 21 genome-wide association studies informative for fasting glucose, fasting insulin and indices of beta-cell function (HOMA-B) and insulin resistance (HOMA-IR) in up to 46,186 nondiabetic participants. Follow-up of 25 loci in up to 76,558 additional subjects identified 16 loci associated with fasting glucose and HOMA-B and two loci associated with fasting insulin and HOMA-IR. These include nine loci newly associated with fasting glucose (in or near ADCY5, MADD, ADRA2A, CRY2, FADS1, GLIS3, SLC2A2, PROX1 and C2CD4B) and one influencing fasting insulin and HOMA-IR (near IGF1). We also demonstrated association of ADCY5, PROX1, GCK, GCKR and DGKB-TMEM195 with type 2 diabetes. Within these loci, likely biological candidate genes influence signal transduction, cell proliferation, development, glucose-sensing and circadian regulation. Our results demonstrate that genetic studies of glycemic traits can identify type 2 diabetes risk loci, as well as loci containing gene variants that are associated with a modest elevation in glucose levels but are not associated with overt diabetes.
Published: 2010
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41. Biological, clinical and population relevance of 95 loci for blood lipids

Author: Teslovich, T.M. (Tanya), Musunuru, K. (Kiran), Smith, A.V. (Albert Vernon), Edmondson, A.C. (Andrew), Stylianou, I.M. (Ioannis), Koseki, M. (Masahiro), Pirruccello, J.P. (James), Ripatti, S. (Samuli), Chasman, D.I. (Daniel), Willer, C.J. (Cristen), Johansen, C.T. (Christopher), Fouchier, S.W. (Sigrid), Isaacs, A.J. (Aaron), Peloso, G.M. (Gina), Barbalic, M. (maja), Ricketts, S.L. (Sally), Bis, J.C. (Joshua), Aulchenko, Y.S. (Yurii), Thorleifsson, G. (Gudmar), Feitosa, M.F. (Mary Furlan), Chambers, J. (John), Orho-Melander, M. (Marju), Melander, O. (Olle), Johnson, T. (Toby), Li, X. (Xiaohui), Guo, X. (Xiuqing), Shin Cho, Y. (Yoon), Jin Go, M. (Min), Jin Kim, Y. (Young), Lee, J.Y. (Jong Young), Park, T. (Taesung), Kim, Y-J. (Yong-Jin), Sim, X. (Xueling), Twee-Hee Ong, R. (Rick), Croteau-Chonka, D.C. (Damien), Lange, L.A. (Leslie), Song, K. (Kijoung), Zhao, J.H. (Jing Hua), Yuan, X. (Xin), Luan, J., Lamina, C. (Claudia), Ziegler, A. (Andreas), Zhang, W. (Weibo), Zee, R.Y.L. (Robert), Wright, A.F. (Alan), Witteman, J.C.M. (Jacqueline), Wilson, J.F. (James), Willemsen, G.A.H.M. (Gonneke), Wichmann, H.E. (Heinz Erich), Whitfield, J. (John), Waterworth, D. (Dawn), Wareham, N.J. (Nick), Waeber, G. (Gérard), Vollenweider, P. (Peter), Voight, B.F. (Benjamin), Vitart, V. (Veronique), Uitterlinden, A.G. (André), Uda, M. (Manuela), Tuomilehto, J. (Jaakko), Thompson, J.R. (John), Tanaka, T. (Toshiko), Surakka, I. (Ida), Stringham, H.M. (Heather), Spector, T.D. (Timothy), Soranzo, N. (Nicole), Smit, J.H. (Johannes), Sinisalo, J. (Juha), Silander, K. (Kaisa), Sijbrands, E.J.G. (Eric), Scuteri, A. (Angelo), Scott, J. (James), Schlessinger, D. (David), Sanna, S. (Serena), Salomaa, V. (Veikko), Saharinen, J. (Juha), Sabatti, C. (Chiara), Ruokonen, A. (Aimo), Rudan, I. (Igor), Rose, L.M. (Lynda), Roberts, R. (Robert), Rieder, M. (Mark), Psaty, B.M. (Bruce), Pramstaller, P.P. (Peter Paul), Pichler, I. (Irene), Perola, M. (Markus), Penninx, B.W.J.H. (Brenda), Pedersen, N.L. (Nancy), Pattaro, C. (Cristian), Parker, A.N. (Alex), Pare, G. (Guillaume), Oostra, B.A. (Ben), Nieminen, M.S. (Markku), Nickerson, D.A. (Deborah), Montgomery, G.W. (Grant), Meitinger, T. (Thomas), McPherson, R. (Ruth), McCarthy, M.I. (Mark), McArdle, W.L. (Wendy), Masson, D. (David), Martin, N.G. (Nicholas), Marroni, F. (Fabio), Mangino, M. (Massimo), Magnusson, P.K. (Patrik), Lucas, G. (Gavin), Luben, R.N. (Robert), Loos, R.J.F. (Ruth), Lokki, M.L., Lettre, G. (Guillaume), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lakatta, E. (Edward), Laaksonen, R. (Reijo), Kyvik, K.O. (Kirsten Ohm), Kronenberg, F. (Florian), König, I.R. (Inke), Khaw, K-T. (Kay-Tee), Kaprio, J. (Jaakko), Kaplan, R.C. (Robert), Johansson, A. (Åsa), Jarvelin, M.-R. (Marjo-Riitta), Cecile, A. (A.), Ingelsson, E. (Erik), Igl, W. (Wilmar), Hovingh, G.K. (Kees), Hottenga, J.J. (Jouke Jan), Hofman, A. (Albert), Hicks, A.A. (Andrew), Hengstenberg, C. (Christian), Heid, I.M. (Iris), Hayward, C. (Caroline), Havulinna, A.S. (Aki), Hastie, N. (Nick), Harris, T.B. (Tamara), Haritunians, T. (Talin), Hall, A.S. (Alistair), Gyllensten, U. (Ulf), Guiducci, C. (Candace), Groop, L. (Leif), Gonzalez, E. (Elena), Gieger, C. (Christian), Freimer, N.B. (Nelson), Ferrucci, L. (Luigi), Erdmann, J. (Jeanette), Elliott, P. (Paul), Ejebe, K.G. (Kenechi), Döring, A. (Angela), Dominiczak, A. (Anna), Demissie, S. (Serkalem), Deloukas, P. (Panagiotis), Geus, E.J.C. (Eco) de, Faire, U. (Ulf) de, Crawford, G. (Gabe), Collins, F.S. (Francis), Chen, C. (Chao), Caulfield, M. (Mark), Campbell, H. (Harry), Burtt, N.P. (Noël), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Boekholdt, S.M. (Matthijs), Bergman, R.N. (Richard), Barroso, I.E. (Inês), Bandinelli, S. (Stefania), Ballantyne, C. (Christie), Assimes, T.L. (Themistocles), Quertermous, T. (Thomas), Altshuler, D. (David), Seielstad, M. (Mark), Wong, T.Y. (Tien Yin), Tai, E.S. (Shyong), Feranil, A.B. (Alan), Kuzawa, C.W. (Christopher), Adair, L.S. (Linda), Taylor, H.A. (Herman), Borecki, I.B. (Ingrid), Gabriel, S.B. (Stacey), Holm, H. (Hilma), Thorsteinsdottir, U. (Unnur), Gudnason, V. (Vilmundur), Krauss, R.M. (Ronald), Mohlke, K.L. (Karen), Ordovas, J.M. (Jose), Munroe, P. (Patricia), Kooner, J.S. (Jaspal), Tall, A.R. (Alan), Hegele, R.A. (Robert), Kastelein, J.J.P. (John), Schadt, E.E. (Eric), Rotter, J.I. (Jerome), Boerwinkle, E.A. (Eric), Strachan, D.P. (David), Mooser, V. (Vincent), Zwart, J-A. (John-Anker), Reilly, M.P. (Muredach), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Cupples, L.A. (Adrienne), Sandhu, M.S. (Manjinder), Ridker, P.M. (Paul), Rader, D.J. (Daniel), Tikka-Kleemola, P. (Päivi), Peltonen, L. (Leena Johanna), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Kathiresan, S. (Sekar), O'Donnell, C.J. (Christopher), Teslovich, T.M. (Tanya), Musunuru, K. (Kiran), Smith, A.V. (Albert Vernon), Edmondson, A.C. (Andrew), Stylianou, I.M. (Ioannis), Koseki, M. (Masahiro), Pirruccello, J.P. (James), Ripatti, S. (Samuli), Chasman, D.I. (Daniel), Willer, C.J. (Cristen), Johansen, C.T. (Christopher), Fouchier, S.W. (Sigrid), Isaacs, A.J. (Aaron), Peloso, G.M. (Gina), Barbalic, M. (maja), Ricketts, S.L. (Sally), Bis, J.C. (Joshua), Aulchenko, Y.S. (Yurii), Thorleifsson, G. (Gudmar), Feitosa, M.F. (Mary Furlan), Chambers, J. (John), Orho-Melander, M. (Marju), Melander, O. (Olle), Johnson, T. (Toby), Li, X. (Xiaohui), Guo, X. (Xiuqing), Shin Cho, Y. (Yoon), Jin Go, M. (Min), Jin Kim, Y. (Young), Lee, J.Y. (Jong Young), Park, T. (Taesung), Kim, Y-J. (Yong-Jin), Sim, X. (Xueling), Twee-Hee Ong, R. (Rick), Croteau-Chonka, D.C. (Damien), Lange, L.A. (Leslie), Song, K. (Kijoung), Zhao, J.H. (Jing Hua), Yuan, X. (Xin), Luan, J., Lamina, C. (Claudia), Ziegler, A. (Andreas), Zhang, W. (Weibo), Zee, R.Y.L. (Robert), Wright, A.F. (Alan), Witteman, J.C.M. (Jacqueline), Wilson, J.F. (James), Willemsen, G.A.H.M. (Gonneke), Wichmann, H.E. (Heinz Erich), Whitfield, J. (John), Waterworth, D. (Dawn), Wareham, N.J. (Nick), Waeber, G. (Gérard), Vollenweider, P. (Peter), Voight, B.F. (Benjamin), Vitart, V. (Veronique), Uitterlinden, A.G. (André), Uda, M. (Manuela), Tuomilehto, J. (Jaakko), Thompson, J.R. (John), Tanaka, T. (Toshiko), Surakka, I. (Ida), Stringham, H.M. (Heather), Spector, T.D. (Timothy), Soranzo, N. (Nicole), Smit, J.H. (Johannes), Sinisalo, J. (Juha), Silander, K. (Kaisa), Sijbrands, E.J.G. (Eric), Scuteri, A. (Angelo), Scott, J. (James), Schlessinger, D. (David), Sanna, S. (Serena), Salomaa, V. (Veikko), Saharinen, J. (Juha), Sabatti, C. (Chiara), Ruokonen, A. (Aimo), Rudan, I. (Igor), Rose, L.M. (Lynda), Roberts, R. (Robert), Rieder, M. (Mark), Psaty, B.M. (Bruce), Pramstaller, P.P. (Peter Paul), Pichler, I. (Irene), Perola, M. (Markus), Penninx, B.W.J.H. (Brenda), Pedersen, N.L. (Nancy), Pattaro, C. (Cristian), Parker, A.N. (Alex), Pare, G. (Guillaume), Oostra, B.A. (Ben), Nieminen, M.S. (Markku), Nickerson, D.A. (Deborah), Montgomery, G.W. (Grant), Meitinger, T. (Thomas), McPherson, R. (Ruth), McCarthy, M.I. (Mark), McArdle, W.L. (Wendy), Masson, D. (David), Martin, N.G. (Nicholas), Marroni, F. (Fabio), Mangino, M. (Massimo), Magnusson, P.K. (Patrik), Lucas, G. (Gavin), Luben, R.N. (Robert), Loos, R.J.F. (Ruth), Lokki, M.L., Lettre, G. (Guillaume), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lakatta, E. (Edward), Laaksonen, R. (Reijo), Kyvik, K.O. (Kirsten Ohm), Kronenberg, F. (Florian), König, I.R. (Inke), Khaw, K-T. (Kay-Tee), Kaprio, J. (Jaakko), Kaplan, R.C. (Robert), Johansson, A. (Åsa), Jarvelin, M.-R. (Marjo-Riitta), Cecile, A. (A.), Ingelsson, E. (Erik), Igl, W. (Wilmar), Hovingh, G.K. (Kees), Hottenga, J.J. (Jouke Jan), Hofman, A. (Albert), Hicks, A.A. (Andrew), Hengstenberg, C. (Christian), Heid, I.M. (Iris), Hayward, C. (Caroline), Havulinna, A.S. (Aki), Hastie, N. (Nick), Harris, T.B. (Tamara), Haritunians, T. (Talin), Hall, A.S. (Alistair), Gyllensten, U. (Ulf), Guiducci, C. (Candace), Groop, L. (Leif), Gonzalez, E. (Elena), Gieger, C. (Christian), Freimer, N.B. (Nelson), Ferrucci, L. (Luigi), Erdmann, J. (Jeanette), Elliott, P. (Paul), Ejebe, K.G. (Kenechi), Döring, A. (Angela), Dominiczak, A. (Anna), Demissie, S. (Serkalem), Deloukas, P. (Panagiotis), Geus, E.J.C. (Eco) de, Faire, U. (Ulf) de, Crawford, G. (Gabe), Collins, F.S. (Francis), Chen, C. (Chao), Caulfield, M. (Mark), Campbell, H. (Harry), Burtt, N.P. (Noël), Bonnycastle, L.L. (Lori), Boomsma, D.I. (Dorret), Boekholdt, S.M. (Matthijs), Bergman, R.N. (Richard), Barroso, I.E. (Inês), Bandinelli, S. (Stefania), Ballantyne, C. (Christie), Assimes, T.L. (Themistocles), Quertermous, T. (Thomas), Altshuler, D. (David), Seielstad, M. (Mark), Wong, T.Y. (Tien Yin), Tai, E.S. (Shyong), Feranil, A.B. (Alan), Kuzawa, C.W. (Christopher), Adair, L.S. (Linda), Taylor, H.A. (Herman), Borecki, I.B. (Ingrid), Gabriel, S.B. (Stacey), Holm, H. (Hilma), Thorsteinsdottir, U. (Unnur), Gudnason, V. (Vilmundur), Krauss, R.M. (Ronald), Mohlke, K.L. (Karen), Ordovas, J.M. (Jose), Munroe, P. (Patricia), Kooner, J.S. (Jaspal), Tall, A.R. (Alan), Hegele, R.A. (Robert), Kastelein, J.J.P. (John), Schadt, E.E. (Eric), Rotter, J.I. (Jerome), Boerwinkle, E.A. (Eric), Strachan, D.P. (David), Mooser, V. (Vincent), Zwart, J-A. (John-Anker), Reilly, M.P. (Muredach), Samani, N.J. (Nilesh), Schunkert, H. (Heribert), Cupples, L.A. (Adrienne), Sandhu, M.S. (Manjinder), Ridker, P.M. (Paul), Rader, D.J. (Daniel), Tikka-Kleemola, P. (Päivi), Peltonen, L. (Leena Johanna), Abecasis, G.R. (Gonçalo), Boehnke, M. (Michael), Kathiresan, S. (Sekar), and O'Donnell, C.J. (Christopher)
Abstract: Plasma concentrations of total cholesterol, low-density lipoprotein cholesterol, high-density lipoprotein cholesterol and triglycerides are among the most important risk factors for coronary artery disease (CAD) and are targets for therapeutic intervention. We screened the genome for common variants associated with plasma lipids in >100,000 individuals of European ancestry. Here we report 95 significantly associated loci (P<-10-8), with 59 showing genome-wide significant association with lipid traits for the first time. The newly reported associations include single nucleotide polymorphisms (SNPs) near known lipid regulators (for example, CYP7A1, NPC1L1 and SCARB1) as well as in scores of loci not previously implicated in lipoprotein metabolism. The 95 loci contribute not only to normal variation in lipid traits but also to extreme lipid phenotypes and have an impact on lipid traits in three non-European populations (East Asians, South Asians and African Americans). Our results identify several novel loci associated with plasma lipids that are also associated with CAD. Finally, we validated three of the novel genes-GALNT2, PPP1R3B and TTC39B-with experiments in mouse models. Taken together, our findings provide the foundation to develop a broader biological understanding of lipoprotein metabolism and to identify new therapeutic opportunities for the prevention of CAD.
Published: 2010
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