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1. Author Correction: Heritability estimates for 361 blood metabolites across 40 genome-wide association studies (Nature Communications, (2020), 11, 1, (39), 10.1038/s41467-019-13770-6)

Author: Hagenbeek, F.A. (Fiona A.), Pool, R. (Reńe), Dongen, J. (Jenny) van, Draisma, G. (Gerrit), Hottenga, J.J. (Jouke Jan), Willemsen, G. (Gonneke), Abdellaoui, A. (Abdel), Fedko, I.O. (Iryna O.), Braber, A. (Anouk) den, Visser, P. (Pim), Geus, E.J.C. (Eco) de, Willems van Dijk, K. (Ko), Verhoeven, A. (Aswin), Suchiman, H.E. (H. Eka), Beekman, M. (Marian), Slagboom, P.E. (Eline), Duijn, C.M. (Cornelia) van, Barkey Wolf, J.J.H. (J. J.H.), Cats, D. (D.), Amin, N. (N.), Beulens, J.W.J. (Joline), van der Bom, J.A. (J. A.), Bomer, N. (Nils), Demirkan, A. (Ayşe), van Hilten, J.A. (J. A.), Meessen, J.M.T.A. (J. M.T.A.), Moed, H. (Heleen), Fu, J. (J.), Onderwater, G.L.J. (G. L.J.), Rutters, F. (F.), So-Osman, C. (Cynthia), van der Flier, W.M. (W. M.), Heijden, A.A.W.A. (Amber A. W.) van der, Spek, A. (Ashley) van der, Asselbergs, F.W. (F. W.), Boersma, H. (Eric), Elders, P.M. (P. M.), Geleijnse, J.M. (J. M.), Ikram, M.A. (Arfan), Kloppenburg, M. (Margreet), Meulenbelt, I. (I.), Mooijaart, S.P. (Simon), Nelissen, R.G.H.H. (Rob), Netea, M.G. (Mihai), Penninx, B.W.J.H. (Brenda), Stehouwer, C.D.A. (C. D.A.), Teunissen, C.E. (Charlotte), Terwindt, G.M. (G. M.), ‘t Hart, L.M. (L. M.), van den Maagdenberg, A.M.J.M. (A. M.J.M.), Harst, P. (Pim) van der, van der Horst, I.C.C. (I. C.C.), Kallen, C.J. van der, van Greevenbroek, M.M.J. (M. M.J.), Spil, W.E. (Willem) van, Wijmenga, C. (Cisca), Zwinderman, A.H. (Ailko), Zhernikova, A. (A.), Jukema, J.W. (Jan Wouter), Mei, H. (H.), Slofstra, M. (M.), Swertz, M. (M.), Akker, E.B. (Erik) van den, Deelen, J. (Joris), Reinders, M.J.T. (M. J.T.), Harms, A.C. (Amy), Hankemeier, T. (Thomas), Bartels, M. (Meike), Nivard, M. (Michel), Boomsma, D.I. (Dorret), Hagenbeek, F.A. (Fiona A.), Pool, R. (Reńe), Dongen, J. (Jenny) van, Draisma, G. (Gerrit), Hottenga, J.J. (Jouke Jan), Willemsen, G. (Gonneke), Abdellaoui, A. (Abdel), Fedko, I.O. (Iryna O.), Braber, A. (Anouk) den, Visser, P. (Pim), Geus, E.J.C. (Eco) de, Willems van Dijk, K. (Ko), Verhoeven, A. (Aswin), Suchiman, H.E. (H. Eka), Beekman, M. (Marian), Slagboom, P.E. (Eline), Duijn, C.M. (Cornelia) van, Barkey Wolf, J.J.H. (J. J.H.), Cats, D. (D.), Amin, N. (N.), Beulens, J.W.J. (Joline), van der Bom, J.A. (J. A.), Bomer, N. (Nils), Demirkan, A. (Ayşe), van Hilten, J.A. (J. A.), Meessen, J.M.T.A. (J. M.T.A.), Moed, H. (Heleen), Fu, J. (J.), Onderwater, G.L.J. (G. L.J.), Rutters, F. (F.), So-Osman, C. (Cynthia), van der Flier, W.M. (W. M.), Heijden, A.A.W.A. (Amber A. W.) van der, Spek, A. (Ashley) van der, Asselbergs, F.W. (F. W.), Boersma, H. (Eric), Elders, P.M. (P. M.), Geleijnse, J.M. (J. M.), Ikram, M.A. (Arfan), Kloppenburg, M. (Margreet), Meulenbelt, I. (I.), Mooijaart, S.P. (Simon), Nelissen, R.G.H.H. (Rob), Netea, M.G. (Mihai), Penninx, B.W.J.H. (Brenda), Stehouwer, C.D.A. (C. D.A.), Teunissen, C.E. (Charlotte), Terwindt, G.M. (G. M.), ‘t Hart, L.M. (L. M.), van den Maagdenberg, A.M.J.M. (A. M.J.M.), Harst, P. (Pim) van der, van der Horst, I.C.C. (I. C.C.), Kallen, C.J. van der, van Greevenbroek, M.M.J. (M. M.J.), Spil, W.E. (Willem) van, Wijmenga, C. (Cisca), Zwinderman, A.H. (Ailko), Zhernikova, A. (A.), Jukema, J.W. (Jan Wouter), Mei, H. (H.), Slofstra, M. (M.), Swertz, M. (M.), Akker, E.B. (Erik) van den, Deelen, J. (Joris), Reinders, M.J.T. (M. J.T.), Harms, A.C. (Amy), Hankemeier, T. (Thomas), Bartels, M. (Meike), Nivard, M. (Michel), and Boomsma, D.I. (Dorret)
Abstract: The original version of the Supplementary Information associated with this Article included an incorrect Supplementary Data 1 file, in which additional delimiters were included in the first column for a number of rows, resulting in column shifts for some of these rows. The HTML has been updated to include a corrected version of Supplementary Data 1; the original incorrect version of Supplementary Data 1 can be found as Supplementary Information associated with this Correction. In addition, the original version of this Article contained an error in the author affiliations. An affiliation of Abdel Abdellaoui with Department of Psychiatry, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands was inadvertently omitted. This has now been corrected in both the PDF and HTML versions of the Article.
Published: 2020
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2. Genome-wide Association Analysis in Humans Links Nucleotide Metabolism to Leukocyte Telomere Length

Author: Li, C. (Chen), Stoma, S. (Svetlana), Lotta, L.A. (Luca A.), Warner, S. (Sophie), Albrecht, E. (Eva), Allione, A. (Alessandra), Arp, P.P. (Pascal), Broer, L. (Linda), Buxton, J.L. (Jessica L.), Da Silva Couto Alves, A. (Alexessander), Deelen, J. (Joris), Fedko, I.O. (Iryna O.), Gordon, S.D. (Scott D.), Jiang, T. (Tao), Karlsson, R. (Robert), Kerrison, N. (Nicola), Loe, T.K. (Taylor K.), Mangino, M. (Massimo), Milaneschi, Y. (Yuri), Miraglio, B. (Benjamin), Pervjakova, N. (Natalia), Russo, A. (Alessia), Surakka, I. (Ida), Spek, A. (Ashley) van der, Verhoeven, J.E. (Josine E.), Amin, N. (Najaf), Beekman, M. (Marian), Blakemore, A.I. (Alexandra I.), Canzian, F. (Federico), Hamby, S.E. (Stephen E.), Hottenga, J.J. (Jouke Jan), Jones, P.D. (Peter D.), Jousilahti, P. (Pekka), Mägi, R. (Reedik), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Nyholt, D.R. (Dale), Perola, M. (Markus), Pietilainen, K.H. (Kirsi Hannele), Salomaa, V. (Veikko), Sillanpää, E. (Elina), Suchiman, H.E. (H. Eka), Heemst, D. (Diana) van, Willemsen, G. (Gonneke), Agudo, A. (Antonio), Boeing, H. (Heiner), Boomsma, D.I. (Dorret), Chirlaque, M.D. (M.), Fagherazzi, G. (Guy), Ferrari, P. (Pietro), Franks, P. (Paul), Gieger, C. (Christian), Hagen, K. (Knut), Gunter, M.J. (Marc J.), Hägg, S. (Sara), Hovatta, I. (Iiris), Imaz, L. (Liher), Kaprio, J. (Jaakko), Kaaks, R. (Rudolf), Key, T. (Tim), Krogh, V. (Vittorio), Martin, N.G. (Nicholas), Melander, O. (Olle), Metspalu, A. (Andres), Moreno, C. (Concha), Onland-Moret, N.C. (N. Charlotte), Nilsson, P. (Peter), Ong, K.K. (Ken K.), Overvad, K. (Kim), Palli, D. (Domenico), Panico, S. (Salvatore), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Quirós, J.R., Jarvelin, M.R. (Marjo Riitta), Rodríguez-Barranco, M. (Miguel), Scott, R.A. (Robert A.), Severi, G. (Gianluca), Slagboom, P.E. (Eline), Spector, T.D. (Timothy), Tjønneland, A. (Anne), Trichopoulou, A. (Antonia), Tumino, R. (Rosario), Uitterlinden, A.G. (André G.), Schouw, Y.T. (Yvonne) van der, Duijn, C.M. (Cornelia) van, Weiderpass, E. (Elisabete), Denchi, E.L. (Eros Lazzerini), Matullo, G., Butterworth, A.S. (Adam S.), Danesh, J. (John), Samani, N.J. (Nilesh), Wareham, N.J. (Nick), Nelson, C.P. (Christopher P.), Langenberg, C. (Claudia), Codd, V. (Veryan), Li, C. (Chen), Stoma, S. (Svetlana), Lotta, L.A. (Luca A.), Warner, S. (Sophie), Albrecht, E. (Eva), Allione, A. (Alessandra), Arp, P.P. (Pascal), Broer, L. (Linda), Buxton, J.L. (Jessica L.), Da Silva Couto Alves, A. (Alexessander), Deelen, J. (Joris), Fedko, I.O. (Iryna O.), Gordon, S.D. (Scott D.), Jiang, T. (Tao), Karlsson, R. (Robert), Kerrison, N. (Nicola), Loe, T.K. (Taylor K.), Mangino, M. (Massimo), Milaneschi, Y. (Yuri), Miraglio, B. (Benjamin), Pervjakova, N. (Natalia), Russo, A. (Alessia), Surakka, I. (Ida), Spek, A. (Ashley) van der, Verhoeven, J.E. (Josine E.), Amin, N. (Najaf), Beekman, M. (Marian), Blakemore, A.I. (Alexandra I.), Canzian, F. (Federico), Hamby, S.E. (Stephen E.), Hottenga, J.J. (Jouke Jan), Jones, P.D. (Peter D.), Jousilahti, P. (Pekka), Mägi, R. (Reedik), Medland, S.E. (Sarah), Montgomery, G.W. (Grant), Nyholt, D.R. (Dale), Perola, M. (Markus), Pietilainen, K.H. (Kirsi Hannele), Salomaa, V. (Veikko), Sillanpää, E. (Elina), Suchiman, H.E. (H. Eka), Heemst, D. (Diana) van, Willemsen, G. (Gonneke), Agudo, A. (Antonio), Boeing, H. (Heiner), Boomsma, D.I. (Dorret), Chirlaque, M.D. (M.), Fagherazzi, G. (Guy), Ferrari, P. (Pietro), Franks, P. (Paul), Gieger, C. (Christian), Hagen, K. (Knut), Gunter, M.J. (Marc J.), Hägg, S. (Sara), Hovatta, I. (Iiris), Imaz, L. (Liher), Kaprio, J. (Jaakko), Kaaks, R. (Rudolf), Key, T. (Tim), Krogh, V. (Vittorio), Martin, N.G. (Nicholas), Melander, O. (Olle), Metspalu, A. (Andres), Moreno, C. (Concha), Onland-Moret, N.C. (N. Charlotte), Nilsson, P. (Peter), Ong, K.K. (Ken K.), Overvad, K. (Kim), Palli, D. (Domenico), Panico, S. (Salvatore), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Quirós, J.R., Jarvelin, M.R. (Marjo Riitta), Rodríguez-Barranco, M. (Miguel), Scott, R.A. (Robert A.), Severi, G. (Gianluca), Slagboom, P.E. (Eline), Spector, T.D. (Timothy), Tjønneland, A. (Anne), Trichopoulou, A. (Antonia), Tumino, R. (Rosario), Uitterlinden, A.G. (André G.), Schouw, Y.T. (Yvonne) van der, Duijn, C.M. (Cornelia) van, Weiderpass, E. (Elisabete), Denchi, E.L. (Eros Lazzerini), Matullo, G., Butterworth, A.S. (Adam S.), Danesh, J. (John), Samani, N.J. (Nilesh), Wareham, N.J. (Nick), Nelson, C.P. (Christopher P.), Langenberg, C. (Claudia), and Codd, V. (Veryan)
Abstract: Leukocyte telomere length (LTL) is a heritable biomarker of genomic aging. In this study, we perform a genome-wide meta-analysis of LTL by pooling densely genotyped and imputed association results across large-scale European-descent studies including up to 78,592 individuals. We identify 49 genomic regions at a false dicovery rate (FDR) < 0.05 threshold and prioritize genes at 31, with five highlighting nucleotide metabolism as an important regulator of LTL. We report six genome-wide significant loci in or near SENP7, MOB1B, CARMIL1, PRRC2A, TERF2, and RFWD3, and our results support recently identified PARP1, POT1, ATM, and MPHOSPH6 loci. Phenome-wide analyses in >350,000 UK Biobank participants suggest that genetically shorter telomere length increases the risk of hypothyroidism and decreases the risk of thyroid cancer, lymphoma, and a range of proliferative conditions. Our results replicate previously reported associations with increased risk of coronary artery disease and lower risk for multiple cancer types. Our findings substantially expand current knowledge on genes that regulate LTL and their impact on human health and disease.
Published: 2020
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3. Heritability estimates for 361 blood metabolites across 40 genome-wide association studies

Author: Hagenbeek, F.A. (Fiona A.), Pool, R. (Reńe), Dongen, J. (Jenny) van, Draisma, G. (Gerrit), Hottenga, J.J. (Jouke Jan), Willemsen, G. (Gonneke), Abdellaoui, A. (Abdel), Fedko, I.O. (Iryna O.), Braber, A. (Anouk) den, Visser, P.J. (Pieter Jelle), de Geus, E.J.C.N. (Eco J. C. N.), Willems van Dijk, K. (Ko), Verhoeven, A. (Aswin), Suchiman, H.E. (H. Eka), Beekman, M. (Marian), Slagboom, P.E. (Eline), Duijn, C.M. (Cornelia) van, Barkey Wolf, J.J.H. (J. J.H.), Cats, D. (D.), Amin, N. (N.), Beulens, J.W.J. (Joline), van der Bom, J.A. (J. A.), Bomer, N. (Nils), Demirkan, A. (Ayşe), van Hilten, J.A. (J. A.), Meessen, J.M.T.A. (J. M.T.A.), Moed, H. (Heleen), Fu, J. (J.), Onderwater, G.L.J. (G. L.J.), Rutters, F. (F.), So-Osman, C. (Cynthia), Flier, W.M. (Wiesje) van der, Heijden, A.A.W.A. (Amber A. W.) van der, Spek, A. (Ashley) van der, Asselbergs, F.W. (F. W.), Boersma, H. (Eric), Elders, P.M. (P. M.), Geleijnse, J.M. (Marianne), Ikram, M.A. (Arfan), Kloppenburg, M. (Margreet), Meulenbelt, I. (I.), Mooijaart, S.P. (Simon), Nelissen, R.G.H.H. (Rob), Netea, M.G. (Mihai), Penninx, B.W.J.H. (Brenda), Stehouwer, C.D. (Coen), Teunissen, C.E. (Charlotte), Terwindt, G.M. (Gisela), ‘t Hart, L.M. (L. M.), Maagdenberg, A.M.J.M. (Arn), Harst, P. (Pim) van der, van der Horst, I.C.C. (I. C.C.), Kallen, C.J. van der, van Greevenbroek, M.M.J. (M. M.J.), Spil, W.E. (Willem) van, Wijmenga, C. (C.), Zwinderman, A.H. (A. H.), Zhernikova, A. (A.), Jukema, J.W. (Jan Wouter), Mei, H. (H.), Slofstra, M. (M.), Swertz, M. (M.), Akker, E.B. (Erik) van den, Deelen, J. (Joris), Reinders, M.J.T. (M. J.T.), Harms, A.C. (Amy C.), Hankemeier, T. (Thomas), Bartels, M. (Meike), Nivard, M. (Michel), Boomsma, D.I. (Dorret), Hagenbeek, F.A. (Fiona A.), Pool, R. (Reńe), Dongen, J. (Jenny) van, Draisma, G. (Gerrit), Hottenga, J.J. (Jouke Jan), Willemsen, G. (Gonneke), Abdellaoui, A. (Abdel), Fedko, I.O. (Iryna O.), Braber, A. (Anouk) den, Visser, P.J. (Pieter Jelle), de Geus, E.J.C.N. (Eco J. C. N.), Willems van Dijk, K. (Ko), Verhoeven, A. (Aswin), Suchiman, H.E. (H. Eka), Beekman, M. (Marian), Slagboom, P.E. (Eline), Duijn, C.M. (Cornelia) van, Barkey Wolf, J.J.H. (J. J.H.), Cats, D. (D.), Amin, N. (N.), Beulens, J.W.J. (Joline), van der Bom, J.A. (J. A.), Bomer, N. (Nils), Demirkan, A. (Ayşe), van Hilten, J.A. (J. A.), Meessen, J.M.T.A. (J. M.T.A.), Moed, H. (Heleen), Fu, J. (J.), Onderwater, G.L.J. (G. L.J.), Rutters, F. (F.), So-Osman, C. (Cynthia), Flier, W.M. (Wiesje) van der, Heijden, A.A.W.A. (Amber A. W.) van der, Spek, A. (Ashley) van der, Asselbergs, F.W. (F. W.), Boersma, H. (Eric), Elders, P.M. (P. M.), Geleijnse, J.M. (Marianne), Ikram, M.A. (Arfan), Kloppenburg, M. (Margreet), Meulenbelt, I. (I.), Mooijaart, S.P. (Simon), Nelissen, R.G.H.H. (Rob), Netea, M.G. (Mihai), Penninx, B.W.J.H. (Brenda), Stehouwer, C.D. (Coen), Teunissen, C.E. (Charlotte), Terwindt, G.M. (Gisela), ‘t Hart, L.M. (L. M.), Maagdenberg, A.M.J.M. (Arn), Harst, P. (Pim) van der, van der Horst, I.C.C. (I. C.C.), Kallen, C.J. van der, van Greevenbroek, M.M.J. (M. M.J.), Spil, W.E. (Willem) van, Wijmenga, C. (C.), Zwinderman, A.H. (A. H.), Zhernikova, A. (A.), Jukema, J.W. (Jan Wouter), Mei, H. (H.), Slofstra, M. (M.), Swertz, M. (M.), Akker, E.B. (Erik) van den, Deelen, J. (Joris), Reinders, M.J.T. (M. J.T.), Harms, A.C. (Amy C.), Hankemeier, T. (Thomas), Bartels, M. (Meike), Nivard, M. (Michel), and Boomsma, D.I. (Dorret)
Abstract: Metabolomics examines the small molecules involved in cellular metabolism. Approximately 50% of total phenotypic differences in metabolite levels is due to genetic variance, but heritability estimates differ across metabolite classes. We perform a review of all genome-wide association and (exome-) sequencing studies published between November 2008 and October 2018, and identify >800 class-specific metabolite loci associated with metabolite levels. In a twin-family cohort (N = 5117), these metabolite loci are leveraged to simultaneously estimate total heritability (h2 total), and the proportion of heritability captured by known metabolite loci (h2 Metabolite-hits) for 309 lipids and 5
Published: 2020
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4. Mendelian randomization integrating GWAS and eQTL data reveals genetic determinants of complex and clinical traits

Author: Porcu, E. (Eleonora), Rueger, S. (Sina), Lepik, K. (Kaido), Agbessi, M. (Mawusse), Ahsan, H. (Habibul), Alves, I. (Isabel), Andiappan, A. (Anand), Arindrarto, W. (Wibowo), Awadalla, P. (Philip), Battle, A. (Alexis), Beutner, F. (Frank), Bonder, M. J. (Marc Jan), Boomsma, D. (Dorret), Christiansen, M. (Mark), Claringbould, A. (Annique), Deelen, P. (Patrick), Esko, T. (Tonu), Fave, M.-J. (Marie-Julie), Franke, L. (Lude), Frayling, T. (Timothy), Gharib, S. A. (Sina A.), Gibson, G. (Gregory), Heijmans, B. T. (Bastiaan T.), Hemani, G. (Gibran), Jansen, R. (Rick), Kahonen, M. (Mika), Kalnapenkis, A. (Anette), Kasela, S. (Silva), Kettunen, J. (Johannes), Kim, Y. (Yungil), Kirsten, H. (Holger), Kovacs, P. (Peter), Krohn, K. (Knut), Kronberg-Guzman, J. (Jaanika), Kukushkina, V. (Viktorija), Lee, B. (Bernett), Lehtimaki, T. (Terho), Loeffler, M. (Markus), Marigorta, U. M. (Urko M.), Mei, H. (Hailang), Milani, L. (Lili), Montgomery, G. W. (Grant W.), Mueler-Nurasyid, M. (Martina), Nauck, M. (Matthias), Nivard, M. (Michel), Penninx, B. (Brenda), Perola, M. (Markus), Pervjakova, N. (Natalia), Pierce, B. L. (Brandon L.), Powell, J. (Joseph), Prokisch, H. (Holger), Psaty, B. M. (Bruce M.), Raitakari, O. T. (Olli T.), Ripatti, S. (Samuli), Rotzschke, O. (Olaf), Saha, A. (Ashis), Scholz, M. (Markus), Schramm, K. (Katharina), Seppala, I. (Ilkka), Slagboom, E. P. (Eline P.), Stehouwer, C. D. (Coen D. A.), Stumvoll, M. (Michael), Sullivan, P. (Patrick), Teumer, A. (Alexander), Thiery, J. (Joachim), Tong, L. (Lin), Tonjes, A. (Anke), van Dongen, J. (Jenny), van Iterson, M. (Maarten), van Meurs, J. (Joyce), Veldink, J. H. (Jan H.), Verlouw, J. (Joost), Visscher, P. M. (Peter M.), Volker, U. (Uwe), Vosa, U. (Urmo), Westra, H.-J. (Harm-Jan), Wijmenga, C. (Cisca), Yaghootkar, H. (Hanieh), Yang, J. (Jian), Zeng, B. (Biao), Zhang, F. (Futao), Beekman, M. (Marian), Boomsma, D. I. (Dorret I.), Bot, J. (Jan), Deelen, J. (Joris), Hofman, B. A. (Bert A.), Hottenga, J. J. (Jouke J.), Isaacs, A. (Aaron), Jhamai, P. M. (P. Mila), Kielbasa, S. M. (Szymon M.), Lakenberg, N. (Nico), Luijk, R. (Rene), Mei, H. (Hailiang), Moed, M. (Matthijs), Nooren, I. (Irene), Pool, R. (Rene), Schalkwijk, C. G. (Casper G.), Slagboom, P. E. (P. Eline), Suchiman, H. E. (H. Eka D.), Swertz, M. A. (Morris A.), Tigchelaar, E. F. (Ettje F.), Uitterlinden, A. G. (Andre G.), van den Berg, L. H. (Leonard H.), van der Breggen, R. (Ruud), van der Kallen, C. J. (Carla J. H.), van Dijk, F. (Freerk), van Duijn, C. M. (Cornelia M.), van Galen, M. (Michiel), van Greevenbroek, M. M. (Marleen M. J.), van Heemst, D. (Diana), van Rooij, J. (Jeroen), Van't Hof, P. (Peter), van Zwet, E. W. (Erik. W.), Vermaat, M. (Martijn), Verbiest, M. (Michael), Verkerk, M. (Marijn), Zhernakova, D. V. (Dasha V.), Zhernakova, S. (Sasha), Santoni, F. A. (Federico A.), Reymond, A. (Alexandre), and Kutalik, Z. (Zoltan)
Abstract: Genome-wide association studies (GWAS) have identified thousands of variants associated with complex traits, but their biological interpretation often remains unclear. Most of these variants overlap with expression QTLs, indicating their potential involvement in regulation of gene expression. Here, we propose a transcriptome-wide summary statistics-based Mendelian Randomization approach (TWMR) that uses multiple SNPs as instruments and multiple gene expression traits as exposures, simultaneously. Applied to 43 human phenotypes, it uncovers 3,913 putatively causal gene–trait associations, 36% of which have no genome-wide significant SNP nearby in previous GWAS. Using independent association summary statistics, we find that the majority of these loci were missed by GWAS due to power issues. Noteworthy among these links is educational attainment-associated BSCL2, known to carry mutations leading to a Mendelian form of encephalopathy. We also find pleiotropic causal effects suggestive of mechanistic connections. TWMR better accounts for pleiotropy and has the potential to identify biological mechanisms underlying complex traits.
Published: 2019

5. Metabolomics reveals a link between homocysteine and lipid metabolism and leukocyte telomere length: the ENGAGE consortium

Author: Spek, A. (Ashley) van der, Boer, L (Linda), Draisma, G. (Gerrit), Pool, R. (Reńe), Albrecht, E. (Eva), Beekman, M. (Marian), Mangino, M. (Massimo), Raag, M. (Mait), Nyholt, D.R. (Dale R.), Dharuri, H. (Harish), Codd, V. (Veryan), Amin, N (Najaf), de Geus, E.J.C. (Eco J. C.), Deelen, J. (Joris), Demirkan, A. (Ayşe), Yet, I. (Idil), Fischer, K. (Krista), Haller, T. (Toomas), Henders, A.K. (Anjali K.), Isaacs, A. (Aaron), Medland, S.E. (Sarah E.), Montgomery, G.W. (Grant W.), Mooijaart, S.P. (Simon), Strauch, K. (Konstantin), Suchiman, H.E.D. (H. Eka D.), Vaarhorst, A.A.M. (Anika), Heemst, D. (Diana) van, Wang-Sattler, R. (Rui), Whitfield, J. (John), Willemsen, G. (Gonneke), Wright, M.J. (Margaret J.), Martin, N.G. (Nicholas), Samani, N.J. (Nilesh J.), Metspalu, A. (Andres), Eline Slagboom, P. (P.), Spector, T.D. (Tim D.), Boomsma, D.I. (Dorret I.), Duijn, C.M. (Cornelia) van, Gieger, C. (Christian), Spek, A. (Ashley) van der, Boer, L (Linda), Draisma, G. (Gerrit), Pool, R. (Reńe), Albrecht, E. (Eva), Beekman, M. (Marian), Mangino, M. (Massimo), Raag, M. (Mait), Nyholt, D.R. (Dale R.), Dharuri, H. (Harish), Codd, V. (Veryan), Amin, N (Najaf), de Geus, E.J.C. (Eco J. C.), Deelen, J. (Joris), Demirkan, A. (Ayşe), Yet, I. (Idil), Fischer, K. (Krista), Haller, T. (Toomas), Henders, A.K. (Anjali K.), Isaacs, A. (Aaron), Medland, S.E. (Sarah E.), Montgomery, G.W. (Grant W.), Mooijaart, S.P. (Simon), Strauch, K. (Konstantin), Suchiman, H.E.D. (H. Eka D.), Vaarhorst, A.A.M. (Anika), Heemst, D. (Diana) van, Wang-Sattler, R. (Rui), Whitfield, J. (John), Willemsen, G. (Gonneke), Wright, M.J. (Margaret J.), Martin, N.G. (Nicholas), Samani, N.J. (Nilesh J.), Metspalu, A. (Andres), Eline Slagboom, P. (P.), Spector, T.D. (Tim D.), Boomsma, D.I. (Dorret I.), Duijn, C.M. (Cornelia) van, and Gieger, C. (Christian)
Abstract: Telomere shortening has been associated with multiple age-related diseases such as cardiovascular disease, diabetes, and dementia. However, the biological mechanisms responsible for these associations remain largely unknown. In order to gain insight into the metabolic processes driving the association of leukocyte telomere length (LTL) with age-related diseases, we investigated the association between LTL and serum metabolite levels in 7,853 individuals from seven independent cohorts. LTL was determined by quantitative polymerase chain reaction and the levels of 131 serum metabolites were measured with mass spectrometry in biological samples from the same blood draw. With partial correlation analysis, we identified six metabolites that were significantly associated with LTL after adjustment for multiple testing: lysophosphatidylcholine acyl C17:0 (lysoPC a C17:0, p-value = 7.1 × 10−6), methionine (p-value = 9.2 × 10−5), tyrosine (p-value = 2.1 × 10−4), phosphatidylcholine diacyl C32:1 (PC aa C32:1, p-value = 2.4 × 10−4), hydroxypropionylcarnitine (C3-OH, p-value = 2.6 × 10−4), and phosphatidylcholine acyl-alkyl C38:4 (PC ae C38:4, p-value = 9.0 × 10−4). Pathway analysis showed that the three phosphatidylcholines and methionine are involved in homocysteine metabolism and we found supporting evidence for an association of lipid metabolism with LTL. In conclusion, we found longer LTL associated with higher levels of lysoPC a C17:0 and PC ae C38:4, and with lower levels of methionine, tyrosine, PC aa C32:1, and C3-OH. These metabolites have been implicated in inflammation, oxidative stress, homocysteine metabolism, and in cardiovascular disease and diabetes, two major drivers of morbidity and mortality.
Published: 2019
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6. A metabolic profile of all-cause mortality risk identified in an observational study of 44,168 individuals

Author: Deelen, J. (Joris), Kettunen, J. (Johannes), Fischer, K. (Krista), Spek, A. (Ashley) van der, Trompet, S. (Stella), Kastenmuller, G. (Gabi), Boyd, A. (Andy), Zierer, J. (Jonas), Akker, E.B. (Erik) van den, Ala-Korpela, M. (Mika), Amin, N. (Najaf), Demirkan, A. (Ayse), Ghanbari, M. (Mohsen), Heemst, D. (Diana) van, Ikram, M.A. (Arfan), Klinken, J.B. (Jan Bert) van, Mooijaart, S.P. (Simon), Peters, A. (Annette), Salomaa, V. (Veikko), Sattar, N. (Naveed), Spector, T.D. (Timothy), Tiemeier, H.W. (Henning), Verhoeven, A. (Aswin), Waldenberger, M. (Melanie), Würtz, P. (Peter), Davey Smith, G. (George), Metspalu, A. (Andres), Perola, M. (Markus), Menni, C. (Cristina), Geleijnse, J.M. (Johanna M.), Drenos, F. (Fotios), Beekman, M. (Marian), Jukema, J.W. (Jan Wouter), Duijn, C.M. (Cornelia) van, Slagboom, P.E. (Eline), Deelen, J. (Joris), Kettunen, J. (Johannes), Fischer, K. (Krista), Spek, A. (Ashley) van der, Trompet, S. (Stella), Kastenmuller, G. (Gabi), Boyd, A. (Andy), Zierer, J. (Jonas), Akker, E.B. (Erik) van den, Ala-Korpela, M. (Mika), Amin, N. (Najaf), Demirkan, A. (Ayse), Ghanbari, M. (Mohsen), Heemst, D. (Diana) van, Ikram, M.A. (Arfan), Klinken, J.B. (Jan Bert) van, Mooijaart, S.P. (Simon), Peters, A. (Annette), Salomaa, V. (Veikko), Sattar, N. (Naveed), Spector, T.D. (Timothy), Tiemeier, H.W. (Henning), Verhoeven, A. (Aswin), Waldenberger, M. (Melanie), Würtz, P. (Peter), Davey Smith, G. (George), Metspalu, A. (Andres), Perola, M. (Markus), Menni, C. (Cristina), Geleijnse, J.M. (Johanna M.), Drenos, F. (Fotios), Beekman, M. (Marian), Jukema, J.W. (Jan Wouter), Duijn, C.M. (Cornelia) van, and Slagboom, P.E. (Eline)
Abstract: Predicting longer-term mortality risk requires collection of clinical data, which is often cumbersome. Therefore, we use a well-standardized metabolomics platform to identify metabolic predictors of long-term mortality in the circulation of 44,168 individuals (age at baseline 18–109), of whom 5512 died during follow-up. We apply a stepwise (forward-backward) procedure based on meta-analysis results and identify 14 circulating biomarkers independently associating with all-cause mortality. Overall, these associations are similar in men and women and across different age strata. We subsequently show that the prediction accuracy of 5- and 10-year mortality based on a model containing the identified biomarkers and sex (C-statistic = 0.837 and 0.830, respectively) is better than that of a model containing conventional risk factors for mortality (C-statistic = 0.772 and 0.790, respectively). The use of the identified metabolic profile as a predictor of mortality or surrogate endpoint in clinical studies needs further investigation.
Published: 2019
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7. Genome-wide association study in 79,366 European-ancestry individuals informs the genetic architecture of 25-hydroxyvitamin D levels

Author: Jiang, X. (Xia), O'Reilly, P. F. (Paul F.), Aschard, H. (Hugues), Hsu, Y.-H. (Yi-Hsiang), Richards, J. B. (J. Brent), Dupuis, J. (Josee), Ingelsson, E. (Erik), Karasik, D. (David), Pilz, S. (Stefan), Berry, D. (Diane), Kestenbaum, B. (Bryan), Zheng, J. (Jusheng), Luan, J. (Jianan), Sofianopoulou, E. (Eleni), Streeten, E. A. (Elizabeth A.), Albanes, D. (Demetrius), Lutsey, P. L. (Pamela L.), Yao, L. (Lu), Tang, W. (Weihong), Econs, M. J. (Michael J.), Wallaschofski, H. (Henri), Voelzke, H. (Henry), Zhou, A. (Ang), Power, C. (Chris), McCarthy, M. I. (Mark I.), Michos, E. D. (Erin D.), Boerwinkle, E. (Eric), Weinstein, S. J. (Stephanie J.), Freedman, N. D. (Neal D.), Huang, W.-Y. (Wen-Yi), Van Schoor, N. M. (Natasja M.), van der Velde, N. (Nathalie), de Groot, L. C. (Lisette C. P. G. M.), Enneman, A. (Anke), Cupples, L. A. (L. Adrienne), Booth, S. L. (Sarah L.), Vasan, R. S. (Ramachandran S.), Liu, C.-T. (Ching-Ti), Zhou, Y. (Yanhua), Ripatti, S. (Samuli), Ohlsson, C. (Claes), Vandenput, L. (Liesbeth), Lorentzon, M. (Mattias), Eriksson, J. G. (Johan G.), Shea, M. K. (M. Kyla), Houston, D. K. (Denise K.), Kritchevsky, S. B. (Stephen B.), Liu, Y. (Yongmei), Lohman, K. K. (Kurt K.), Ferrucci, L. (Luigi), Peacock, M. (Munro), Gieger, C. (Christian), Beekman, M. (Marian), Slagboom, E. (Eline), Deelen, J. (Joris), van Heemst, D. (Diana), Kleber, M. E. (Marcus E.), Maerz, W. (Winfried), de Boer, I. H. (Ian H.), Wood, A. C. (Alexis C.), Rotter, J. I. (Jerome I.), Rich, S. S. (Stephen S.), Robinson-Cohen, C. (Cassianne), den Heijer, M. (Martin), Järvelin, M.-R. (Marjo-Riitta), Cavadino, A. (Alana), Joshi, P. K. (Peter K.), Wilson, J. F. (James F.), Hayward, C. (Caroline), Lind, L. (Lars), Michaelsson, K. (Karl), Trompet, S. (Stella), Zillikens, M. C. (M. Carola), Uitterlinden, A. G. (Andre G.), Rivadeneira, F. (Fernando), Broer, L. (Linda), Zgaga, L. (Lina), Campbell, H. (Harry), Theodoratou, E. (Evropi), Farrington, S. M. (Susan M.), Timofeeva, M. (Maria), Dunlop, M. G. (Malcolm G.), Valdes, A. M. (Ana M.), Tikkanen, E. (Emmi), Lehtimaki, T. (Terho), Lyytikainen, L.-P. (Leo-Pekka), Kahonen, M. (Mika), Raitakari, O. T. (Olli T.), Mikkila, V. (Vera), Ikram, M. A. (M. Arfan), Sattar, N. (Naveed), Jukema, J. W. (J. Wouter), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Forouhi, N. G. (Nita G.), Gundersen, T. E. (Thomas E.), Khaw, K.-T. (Kay-Tee), Butterworth, A. S. (Adam S.), Danesh, J. (John), Spector, T. (Timothy), Wang, T. J. (Thomas J.), Hypponen, E. (Elina), Kraft, P. (Peter), and Kiel, D. P. (Douglas P.)
Subjects: Risk factors, Epidemiology, Genetics research, Genome-wide association studies
Abstract: Vitamin D is a steroid hormone precursor that is associated with a range of human traits and diseases. Previous GWAS of serum 25-hydroxyvitamin D concentrations have identified four genome-wide significant loci (GC, NADSYN1/DHCR7, CYP2R1, CYP24A1). In this study, we expand the previous SUNLIGHT Consortium GWAS discovery sample size from 16,125 to 79,366 (all European descent). This larger GWAS yields two additional loci harboring genome-wide significant variants (P = 4.7×10−9 at rs8018720 in SEC23A, and P = 1.9×10−14 at rs10745742 in AMDHD1). The overall estimate of heritability of 25-hydroxyvitamin D serum concentrations attributable to GWAS common SNPs is 7.5%, with statistically significant loci explaining 38% of this total. Further investigation identifies signal enrichment in immune and hematopoietic tissues, and clustering with autoimmune diseases in cell-type-specific analysis. Larger studies are required to identify additional common SNPs, and to explore the role of rare or structural variants and gene–gene interactions in the heritability of circulating 25-hydroxyvitamin D levels.
Published: 2018

8. Facial Wrinkles in Europeans: A Genome-Wide Association Study

Author: Hamer, M.A. (Merel), Pardo Cortes, L.M. (Luba), Jacobs, L.C. (Leonie), Deelen, J. (Joris), Uitterlinden, A.G. (André), Slagboom, P.E. (Eline), Heemst, D. (Diana) van, Uh, H.-W. (Hae-Won), Beekman, M. (Marian), Kayser, M.H. (Manfred), Liu, F. (Fan), Gunn, D.A. (David), Nijsten, T.E.C. (Tamar), Hamer, M.A. (Merel), Pardo Cortes, L.M. (Luba), Jacobs, L.C. (Leonie), Deelen, J. (Joris), Uitterlinden, A.G. (André), Slagboom, P.E. (Eline), Heemst, D. (Diana) van, Uh, H.-W. (Hae-Won), Beekman, M. (Marian), Kayser, M.H. (Manfred), Liu, F. (Fan), Gunn, D.A. (David), and Nijsten, T.E.C. (Tamar)
Published: 2018
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9. Autosomal genetic variation is associated with DNA methylation in regions variably escaping X-chromosome inactivation

Author: Luijk, R. (René), Wu, H. (Haoyu), Ward-Caviness, C.K. (Cavin K.), Hannon, E. (Eilis), Carnero-Montoro, E. (Elena), Min, J. (Josine), Mandaviya, P.R. (Pooja), Müller-Nurasyid, M. (Martina), Mei, H. (Hailiang), Maarel, S.M. (Silvre) van der, Beekman, M. (Marian), der Breggen, R. (Ruud van), Deelen, J. (Joris), Lakenberg, N. (Nico), Moed, H. (Heleen), Suchiman, H.E.D. (Eka), Arindrarto, W. (Wibowo), van’t Hof, P. (Peter), Jan Bonder, M. (Marc), Deelen, P. (Patrick), Tigchelaar, E.F. (Ettje F.), Zhernakova, A. (Alexandra), Zhernakova, D.V. (Dasha V.), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Pool, R. (Reńe), Isaacs, A. (Aaron), Hofman, B.A. (Bert A.), Jhamai, M. (Mila), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Berg, L.H. (Leonard) van den, Van Galen, M. (Michiel), Vermaat, M. (Martijn), van Rooij, J. (Jeroen), Uitterlinden, A.G. (André), Verbiest, M.M.P.J. (Michael), Verkerk, M. (Marijn), Kielbasa, P.S.M. (P. Szymon M.), Bot, J.J. (Jan), Nooren, I. (Irene), Dijk, F. (Freerk) van, Swertz, M.A. (Morris A.), Heemst, D. (Diana) van, Relton, C.L. (Caroline), Mill, J. (Jonathan), Waldenberger, M. (Melanie), Bell, J.T. (Jordana T.), Jansen, R. (Rick), Franke, L. (Lude), ‘t Hoen, P.A.C. (Peter A. C.), Boomsma, D.I. (Dorret), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Meurs, J.B.J. (Joyce) van, Daxinger, L. (Lucia), Slagboom, P.E. (Eline), Zwet, E.W. (Erik) van, Heijmans, B.T. (Bastiaan T.), Luijk, R. (René), Wu, H. (Haoyu), Ward-Caviness, C.K. (Cavin K.), Hannon, E. (Eilis), Carnero-Montoro, E. (Elena), Min, J. (Josine), Mandaviya, P.R. (Pooja), Müller-Nurasyid, M. (Martina), Mei, H. (Hailiang), Maarel, S.M. (Silvre) van der, Beekman, M. (Marian), der Breggen, R. (Ruud van), Deelen, J. (Joris), Lakenberg, N. (Nico), Moed, H. (Heleen), Suchiman, H.E.D. (Eka), Arindrarto, W. (Wibowo), van’t Hof, P. (Peter), Jan Bonder, M. (Marc), Deelen, P. (Patrick), Tigchelaar, E.F. (Ettje F.), Zhernakova, A. (Alexandra), Zhernakova, D.V. (Dasha V.), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Pool, R. (Reńe), Isaacs, A. (Aaron), Hofman, B.A. (Bert A.), Jhamai, M. (Mila), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Berg, L.H. (Leonard) van den, Van Galen, M. (Michiel), Vermaat, M. (Martijn), van Rooij, J. (Jeroen), Uitterlinden, A.G. (André), Verbiest, M.M.P.J. (Michael), Verkerk, M. (Marijn), Kielbasa, P.S.M. (P. Szymon M.), Bot, J.J. (Jan), Nooren, I. (Irene), Dijk, F. (Freerk) van, Swertz, M.A. (Morris A.), Heemst, D. (Diana) van, Relton, C.L. (Caroline), Mill, J. (Jonathan), Waldenberger, M. (Melanie), Bell, J.T. (Jordana T.), Jansen, R. (Rick), Franke, L. (Lude), ‘t Hoen, P.A.C. (Peter A. C.), Boomsma, D.I. (Dorret), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Meurs, J.B.J. (Joyce) van, Daxinger, L. (Lucia), Slagboom, P.E. (Eline), Zwet, E.W. (Erik) van, and Heijmans, B.T. (Bastiaan T.)
Abstract: X-chromosome inactivation (XCI), i.e., the inactivation of one of the female X chromosomes, restores equal expression of X-chromosomal genes between females and males. However, ~10% of genes show variable degrees of escape from XCI between females, although little is known about the causes of variable XCI. Using a discovery data-set of 1867 females and 1398 males and a replication sample of 3351 females, we show that genetic variation at three autosomal loci is associated with female-specific changes in X-chromosome methylation. Through cis-eQTL expression analysis, we map these loci to the genes SMCHD1/METTL4, TRIM6/HBG2, and ZSCAN9. Low-expression alleles of the loci are predominantly associated with mild hypomethylation of CpG islands near genes known to variably escape XCI, implicating the autosomal genes in variable XCI. Together, these results suggest a genetic basis for variable escape from XCI and highlight the potential of a population genomics approach to identify genes involved in XCI.
Published: 2018
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10. Erratum to: Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits

Author: Evangelou, E. (Evangelos), Warren, H. (Helen), Mosen-Ansorena, D. (David), Mifsud, B. (Borbala), Pazoki, R. (Raha), Gao, H. (He), Ntritsos, G. (Georgios), Dimou, N. (Niki), Cabrera, C.P. (Claudia P.), Karaman, I. (Ibrahim), Ng, F.L. (Fu Liang), Evangelou, M. (Marina), Witkowska, K. (Katarzyna), Tzanis, E. (Evan), Hellwege, J.N. (Jacklyn N.), Giri, A. (Ayush), Velez Edwards, D.R. (Digna R.), Sun, Y.V. (Yan V.), Cho, K. (Kelly), Gaziano, J.M. (J. Michael), Wilson, P.W.F. (Peter W. F.), Tsao, P.S. (Philip S.), Kovesdy, C.P. (Csaba P.), Esko, T. (Tonu), Mägi, R. (Reedik), Milani, L. (Lili), Almgren, P. (Peter), Boutin, T. (Thibaud), Debette, S. (Stéphanie), Ding, J. (Jun), Giulianini, F. (Franco), Holliday, E.G. (Elizabeth), Jackson, A.U. (Anne), Li-Gao, R. (Ruifang), Lin, W.-Y. (Wei-Yu), Luan, J., Mangino, M. (Massimo), Oldmeadow, C. (Christopher), Prins, B.P. (Bram Peter), Qian, Y. (Yong), Sargurupremraj, M. (Muralidharan), Shah, N. (Nisha), Surendran, P. (Praveen), Thériault, S. (Sébastien), Verweij, N. (Niek), Willems, S.M. (Sara), Zhao, J.-H. (Jing-Hua), Amouyel, P. (Philippe), Connell, J. (John), Mutsert, R. (Reneé) de, Doney, A.S.F. (Alex), Farrall, M. (Martin), Menni, C. (Cristina), Morris, A.D. (Andrew), Noordam, R. (Raymond), Pare, G. (Guillame), Poulter, N.R. (Neil), Shields, D.C. (Denis C.), Stanton, A. (Alice), McG Thom, S.A., Abecasis, G. (Gonçalo), Amin, N. (Najaf), Arking, D.E. (Dan), Ayers, K.L. (Kristin), Barbieri, C.M. (Caterina M.), Batini, C. (Chiara), Bis, J.C. (Joshua), Blake, T. (Tineka), Bochud, M. (Murielle), Boehnke, M. (Michael), Boerwinkle, E. (Eric), Boomsma, D.I. (Dorret I.), Bottinger, E.P. (Erwin P.), Braund, P.S. (Peter), Brumat, M. (Marco), Campbell, A. (Archie), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chambers, J.C. (John C.), Chauhan, G. (Ganesh), Ciullo, M. (Marina), Cocca, M. (Massimiliano), Collins, F. (Francis), Cordell, H.J. (Heather), Davies, G. (Gail), de Borst, M.H. (Martin H.), Geus, E.J.C. (Eco) de, Deary, I.J. (Ian), Deelen, J. (Joris), Del Greco M, F. (Fabiola), Demirkale, C.Y. (Cumhur Yusuf), Dörr, M. (Marcus), Ehret, G.B. (Georg B.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erzurumluoglu, A.M. (A. Mesut), Ferreira, T. (Teresa), Frånberg, M. (Mattias), Franco, O.H. (Oscar), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Gieger, C. (Christian), Girotto, G. (Giorgia), Goel, A. (Anuj), Gow, A.J. (Alan J.), Gudnason, V. (Vilmundur), Guo, X. (Xiuqing), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Harris, S.E. (Sarah), Hartman, C.A. (Catharina A.), Havulinna, A.S. (Aki), Hicks, A.A. (Andrew A.), Hofer, E. (Edith), Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Ingelsson, E. (Erik), James, A. (Alan), Jansen, R. (Rick), Jarvelin, M.-R. (Marjo-Riitta), Joehanes, R. (Roby), Johansson, A. (Åsa), Johnson, A.D. (Andrew), Joshi, P.K. (Peter K.), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Keavney, B.D. (Bernard D.), Khaw, K.-T. (Kay-Tee), Knekt, P., Knight, J. (Joanne), Kolcic, I. (Ivana), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Laan, M. (Maris), Larson, M.G. (Martin), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David C. M.), Lin, L. (Li), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lopez, L.M. (Lorna), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mahajan, A. (Anubha), Mamasoula, C. (Chrysovalanto), Marrugat, J. (Jaume), Marten, J. (Jonathan), Milaneschi, Y. (Yuri), Morgan, A. (Anna), Morris, A.P. (Andrew), Morrison, A.C. (Alanna), Munson, P.J. (Peter), Nalls, M.A. (Michael), Nandakumar, P. (Priyanka), Nelson, C.P. (Christopher P.), Niiranen, T. (Teemu), Nolte, I.M. (Ilja), Nutile, T. (Teresa), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), O’Reilly, P.F. (Paul F.), Org, E. (Elin), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Palotie, A. (Aarno), Pattie, A. (Alison), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Nguyen, Q.T. (Quang Tri), Raitakari, O. (Olli), Ren, M. (Meixia), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Ridker, P.M. (Paul), Ried, J.S. (Janina S.), Riese, H. (Harriëtte), Ripatti, S. (Samuli), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Salomaa, V. (Veikko), Samani, N.J. (Nilesh J.), Sarin, A.-P., Schmidt, R. (Reinhold), Schmidt, H. (Helena), Shrine, N.R.G. (Nick), Siscovick, D. (David), Smith, A.V. (Albert), Snieder, H. (Harold), Sõber, S. (Siim), Sorice, R., Starr, J.M. (John), Stott, D.J. (David. J.), Strachan, D.P. (David), Strawbridge, R.J. (Rona), Sundström, J. (Johan), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Teumer, A. (Alexander), Tobin, M.D. (Martin), Tomaszewski, M. (Maciej), Toniolo, D. (Daniela), Traglia, M. (Michela), Trompet, S. (Stella), Tuomilehto, J. (Jaakko), Tzourio, C. (Christophe), Uitterlinden, A.G. (André), Vaez, A. (Ahmad), Most, P.J. (Peter) van der, Duijn, C.M. (Cornelia) van, Vergnaud, A.-C. (Anne-Claire), Verwoert, G.C. (Germaine C.), Vitart, V. (Veronique), Völker, U. (Uwe), Vollenweider, P. (Peter), Vuckovic, D. (Dragana), Watkins, H. (Hugh), Wild, S.H. (Sarah), Willemsen, G. (Gonneke), Wilson, J.F. (James F.), Wright, A.F. (Alan), Yao, J. (Jie), Zemunik, T. (Tatijana), Zhang, W. (Weihua), Attia, J. (John), Butterworth, A.S. (Adam S.), Chasman, D.I. (Daniel), Conen, D. (David), Cucca, F. (Francesco), Danesh, J. (John), Hayward, C. (Caroline), Howson, J.M.M. (Joanna M. M.), Laakso, M. (Markku), Lakatta, E.G. (Edward G.), Langenberg, C. (Claudia), Melander, O. (Olle), Mook-Kanamori, D.O. (Dennis O.), Palmer, C.N.A. (Colin N. A.), Risch, L. (Lorenz), Scott, R.A. (Robert), Scott, R.J. (Rodney J.), Sever, P. (Peter), Spector, T.D. (Timothy), van der Harst, P. (Pim), Wareham, N.J. (Nick), Zeggini, E. (Eleftheria), Levy, D. (Daniel), Munroe, P. (Patricia), Newton-Cheh, C. (Christopher), Brown, M.J. (Morris), Metspalu, A. (Andres), Hung, A.M. (Adriana M.), Ódonnell, C.J. (Christopher), Edwards, T.L. (Todd L.), Psaty, B.M. (Bruce), Tzoulaki, I., Barnes, M.J. (Michael), Wain, L.V. (Louise V.), Elliott, P. (Paul), Caulfield, M. (Mark), Evangelou, E. (Evangelos), Warren, H. (Helen), Mosen-Ansorena, D. (David), Mifsud, B. (Borbala), Pazoki, R. (Raha), Gao, H. (He), Ntritsos, G. (Georgios), Dimou, N. (Niki), Cabrera, C.P. (Claudia P.), Karaman, I. (Ibrahim), Ng, F.L. (Fu Liang), Evangelou, M. (Marina), Witkowska, K. (Katarzyna), Tzanis, E. (Evan), Hellwege, J.N. (Jacklyn N.), Giri, A. (Ayush), Velez Edwards, D.R. (Digna R.), Sun, Y.V. (Yan V.), Cho, K. (Kelly), Gaziano, J.M. (J. Michael), Wilson, P.W.F. (Peter W. F.), Tsao, P.S. (Philip S.), Kovesdy, C.P. (Csaba P.), Esko, T. (Tonu), Mägi, R. (Reedik), Milani, L. (Lili), Almgren, P. (Peter), Boutin, T. (Thibaud), Debette, S. (Stéphanie), Ding, J. (Jun), Giulianini, F. (Franco), Holliday, E.G. (Elizabeth), Jackson, A.U. (Anne), Li-Gao, R. (Ruifang), Lin, W.-Y. (Wei-Yu), Luan, J., Mangino, M. (Massimo), Oldmeadow, C. (Christopher), Prins, B.P. (Bram Peter), Qian, Y. (Yong), Sargurupremraj, M. (Muralidharan), Shah, N. (Nisha), Surendran, P. (Praveen), Thériault, S. (Sébastien), Verweij, N. (Niek), Willems, S.M. (Sara), Zhao, J.-H. (Jing-Hua), Amouyel, P. (Philippe), Connell, J. (John), Mutsert, R. (Reneé) de, Doney, A.S.F. (Alex), Farrall, M. (Martin), Menni, C. (Cristina), Morris, A.D. (Andrew), Noordam, R. (Raymond), Pare, G. (Guillame), Poulter, N.R. (Neil), Shields, D.C. (Denis C.), Stanton, A. (Alice), McG Thom, S.A., Abecasis, G. (Gonçalo), Amin, N. (Najaf), Arking, D.E. (Dan), Ayers, K.L. (Kristin), Barbieri, C.M. (Caterina M.), Batini, C. (Chiara), Bis, J.C. (Joshua), Blake, T. (Tineka), Bochud, M. (Murielle), Boehnke, M. (Michael), Boerwinkle, E. (Eric), Boomsma, D.I. (Dorret I.), Bottinger, E.P. (Erwin P.), Braund, P.S. (Peter), Brumat, M. (Marco), Campbell, A. (Archie), Campbell, H. (Harry), Chakravarti, A. (Aravinda), Chambers, J.C. (John C.), Chauhan, G. (Ganesh), Ciullo, M. (Marina), Cocca, M. (Massimiliano), Collins, F. (Francis), Cordell, H.J. (Heather), Davies, G. (Gail), de Borst, M.H. (Martin H.), Geus, E.J.C. (Eco) de, Deary, I.J. (Ian), Deelen, J. (Joris), Del Greco M, F. (Fabiola), Demirkale, C.Y. (Cumhur Yusuf), Dörr, M. (Marcus), Ehret, G.B. (Georg B.), Elosua, R. (Roberto), Enroth, S. (Stefan), Erzurumluoglu, A.M. (A. Mesut), Ferreira, T. (Teresa), Frånberg, M. (Mattias), Franco, O.H. (Oscar), Gandin, I. (Ilaria), Gasparini, P. (Paolo), Giedraitis, V. (Vilmantas), Gieger, C. (Christian), Girotto, G. (Giorgia), Goel, A. (Anuj), Gow, A.J. (Alan J.), Gudnason, V. (Vilmundur), Guo, X. (Xiuqing), Gyllensten, U. (Ulf), Hamsten, A. (Anders), Harris, T.B. (Tamara), Harris, S.E. (Sarah), Hartman, C.A. (Catharina A.), Havulinna, A.S. (Aki), Hicks, A.A. (Andrew A.), Hofer, E. (Edith), Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Huffman, J.E. (Jennifer E.), Hwang, S.-J. (Shih-Jen), Ingelsson, E. (Erik), James, A. (Alan), Jansen, R. (Rick), Jarvelin, M.-R. (Marjo-Riitta), Joehanes, R. (Roby), Johansson, A. (Åsa), Johnson, A.D. (Andrew), Joshi, P.K. (Peter K.), Jousilahti, P. (Pekka), Jukema, J.W. (Jan Wouter), Jula, A. (Antti), Kähönen, M. (Mika), Kathiresan, S. (Sekar), Keavney, B.D. (Bernard D.), Khaw, K.-T. (Kay-Tee), Knekt, P., Knight, J. (Joanne), Kolcic, I. (Ivana), Kooner, J.S. (Jaspal S.), Koskinen, S. (Seppo), Kristiansson, K. (Kati), Kutalik, Z. (Zoltán), Laan, M. (Maris), Larson, M.G. (Martin), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lehtimäki, T. (Terho), Liewald, D.C.M. (David C. M.), Lin, L. (Li), Kao, W.H.L. (Wen), Lindgren, C.M. (Cecilia M.), Liu, Y. (YongMei), Loos, R.J.F. (Ruth), Lopez, L.M. (Lorna), Lu, Y. (Yingchang), Lyytikäinen, L.-P. (Leo-Pekka), Mahajan, A. (Anubha), Mamasoula, C. (Chrysovalanto), Marrugat, J. (Jaume), Marten, J. (Jonathan), Milaneschi, Y. (Yuri), Morgan, A. (Anna), Morris, A.P. (Andrew), Morrison, A.C. (Alanna), Munson, P.J. (Peter), Nalls, M.A. (Michael), Nandakumar, P. (Priyanka), Nelson, C.P. (Christopher P.), Niiranen, T. (Teemu), Nolte, I.M. (Ilja), Nutile, T. (Teresa), Oldehinkel, A.J. (Albertine), Oostra, B.A. (Ben), O’Reilly, P.F. (Paul F.), Org, E. (Elin), Padmanabhan, S. (Sandosh), Palmas, W. (Walter), Palotie, A. (Aarno), Pattie, A. (Alison), Penninx, B.W.J.H. (Brenda), Perola, M. (Markus), Peters, A. (Annette), Polasek, O. (Ozren), Pramstaller, P.P. (Peter Paul), Nguyen, Q.T. (Quang Tri), Raitakari, O. (Olli), Ren, M. (Meixia), Rettig, R. (Rainer), Rice, K.M. (Kenneth), Ridker, P.M. (Paul), Ried, J.S. (Janina S.), Riese, H. (Harriëtte), Ripatti, S. (Samuli), Robino, A. (Antonietta), Rose, L.M. (Lynda M.), Rotter, J.I. (Jerome I.), Rudan, I. (Igor), Ruggiero, D., Saba, Y. (Yasaman), Sala, C. (Cinzia), Salomaa, V. (Veikko), Samani, N.J. (Nilesh J.), Sarin, A.-P., Schmidt, R. (Reinhold), Schmidt, H. (Helena), Shrine, N.R.G. (Nick), Siscovick, D. (David), Smith, A.V. (Albert), Snieder, H. (Harold), Sõber, S. (Siim), Sorice, R., Starr, J.M. (John), Stott, D.J. (David. J.), Strachan, D.P. (David), Strawbridge, R.J. (Rona), Sundström, J. (Johan), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Teumer, A. (Alexander), Tobin, M.D. (Martin), Tomaszewski, M. (Maciej), Toniolo, D. (Daniela), Traglia, M. (Michela), Trompet, S. (Stella), Tuomilehto, J. (Jaakko), Tzourio, C. (Christophe), Uitterlinden, A.G. (André), Vaez, A. (Ahmad), Most, P.J. (Peter) van der, Duijn, C.M. (Cornelia) van, Vergnaud, A.-C. (Anne-Claire), Verwoert, G.C. (Germaine C.), Vitart, V. (Veronique), Völker, U. (Uwe), Vollenweider, P. (Peter), Vuckovic, D. (Dragana), Watkins, H. (Hugh), Wild, S.H. (Sarah), Willemsen, G. (Gonneke), Wilson, J.F. (James F.), Wright, A.F. (Alan), Yao, J. (Jie), Zemunik, T. (Tatijana), Zhang, W. (Weihua), Attia, J. (John), Butterworth, A.S. (Adam S.), Chasman, D.I. (Daniel), Conen, D. (David), Cucca, F. (Francesco), Danesh, J. (John), Hayward, C. (Caroline), Howson, J.M.M. (Joanna M. M.), Laakso, M. (Markku), Lakatta, E.G. (Edward G.), Langenberg, C. (Claudia), Melander, O. (Olle), Mook-Kanamori, D.O. (Dennis O.), Palmer, C.N.A. (Colin N. A.), Risch, L. (Lorenz), Scott, R.A. (Robert), Scott, R.J. (Rodney J.), Sever, P. (Peter), Spector, T.D. (Timothy), van der Harst, P. (Pim), Wareham, N.J. (Nick), Zeggini, E. (Eleftheria), Levy, D. (Daniel), Munroe, P. (Patricia), Newton-Cheh, C. (Christopher), Brown, M.J. (Morris), Metspalu, A. (Andres), Hung, A.M. (Adriana M.), Ódonnell, C.J. (Christopher), Edwards, T.L. (Todd L.), Psaty, B.M. (Bruce), Tzoulaki, I., Barnes, M.J. (Michael), Wain, L.V. (Louise V.), Elliott, P. (Paul), and Caulfield, M. (Mark)
Abstract: In the version of this article originally published, the name of author Martin H. de Borst was coded incorrectly in the XML. The error has now been corrected in the HTML version of the paper.
Published: 2018
Full Text: View/download PDF

11. Skewed X-inactivation is common in the general female population

Author: Shvetsova, E. (Ekaterina), Sofronova, A. (Alina), Monajemi, R. (Ramin), Gagalova, K. (Kristina), Draisma, G. (Gerrit), White, S.J. (Stefan), Santen, G.W.E. (Gijs), Chuva De Sousa Lopes, S.M. (Susana M.), Heijmans, B.T. (Bastiaan T.), van Meurs, J. (Joyce), Jansen, R. (Rick), Franke, L. (Lude), Kielbasa, S.M. (Szymon M.), Dunnen, J.T. (Johan) den, ‘t Hoen, P.A.C. (Peter A. C.), Heijmans, B.T. (Bastiaan T), Meurs, J.B.J. (Joyce) van, Boomsma, D.I. (Dorret), Pool, R. (Reńe), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Greevenbroek, M.M. van, Stehouwer, C.D. (Coen Da), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Wijmenga, C. (Cisca), Zhernakova, S. (Sasha), Tigchelaar, E.F. (Ettje F.), Slagboom, P.E. (Eline), Beekman, M. (Marian), Deelen, J. (Joris), Heemst, D. (Diana) van, Veldink, J.H. (Jan), Berg, L.H. (Leonard) van den, Duijn, C.M. (Cornelia) van, Hofman, B.A. (Bert A), Uitterlinden, A.G. (André), Jhamai, P.M. (Mila), Verbiest, M.M.P.J. (Michael), Suchiman, H.E.D. (H Eka D), Verkerk, M. (Marijn), Breggen, R. (Ruud) van der, van Rooij, J. (Jeroen), Lakenberg, N. (Nico), Mei, S. (Shan), Bot, J. (Jan), Zhernakova, D.V. (Dasha V), van ’t Hof, P. (Peter), Deelen, P. (Patrick), Nooren, I. (Irene), Moed, H. (Heleen), Vermaat, M. (Martijn), Luijk, R. (René), Jan Bonder, M. (Marc), Iterson, M. (Maarten) van, van Dijk, F. (Freerk), Van Galen, M. (Michiel), Arindrarto, W. (Wibowo), Swertz, M.A. (Morris A), Zwet, E.W. (Erik) van, Isaacs, A.J. (Aaron), Francioli, L.C. (Laurent), Menelaou, A. (Androniki), Pulit, S.L. (Sara), Dijk, F. (Freerk) van, Palamara, P.F. (Pier Francesco), Elbers, C.C. (Clara), Neerincx, P.B.T. (Pieter B T), Ye, K. (K.), Guryev, V. (Victor), Kloosterman, W. (Wp), Abdellaoui, A. (Abdel), van Leeuwen, E. (Em), Oven, M. (Mannis) van, Li, M. (M.), Laros, J. (Jf), Karssen, L.C. (Lennart), Kanterakis, A. (Alexandros), Amin, N. (Najaf), Hottenga, J. (Jj), Lameijer, E. (Ew), Kattenberg, V.M. (Mathijs), Dijkstra, M. (Martijn), Byelas, H. (Heorhiy), Setten, J. (Jessica) van, van Schaik, B. (Bd), Bot, J.J. (Jan), Nijman, I. (Ij), Renkens, I. (Ivo), Marschall, T. (Tanja), Schönhuth, A. (A.), Hehir-Kwa, J. (Jayne), Handsaker, R.E. (Robert), Polak, P., Sohail, M. (Mashaal), Vuzman, D. (Dana), Hormozdiari, F. (Fereydoun), Enckevort, D. (David) van, Mei, H. (H.), Koval, V. (Vyacheslav), Moed, M. (Mh), van der Velde, K. (Kj), Rivadeneira Ramirez, F. (Fernando), Estrada Gil, K. (Karol), Medina-Gomez, M.C. (Carolina), McCarroll, S. (Sa), de Craen, A. (Aj), Suchiman, H. (He), Hofman, B. (Ba), Oostra, B.A. (Ben), Uitterlinden, A. (Ag), Willemsen, G.A.H.M. (Gonneke), Platteel, I. (Inge), Veldink, J. (Jh), van den Berg, L. (Lh), Pitts, S. (Sj), Potluri, S. (Shobha), Sundar, P. (Purnima), Cox, D. (Dr), Sunyaev, S. (Sr), den Dunnen, J. (Jt), Stoneking, M. (Mark), Knijff, P. (Peter) de, Kayser, M.H. (Manfred), Li, Q. (Q.), Li, Y. (Y.), Du, Y. (Y.), Chen, R. (R.), Cao, H. (H.), Li, N. (N.), Cao, S. (Sherry), Wang, J. (J.), Bovenberg, J.A. (Jasper), Peer, I. (Itsik), Slagboom, P. (Pe), van Duijn, C. (Cm), Boomsma, D. (Di), van Ommen, G. (Gj), de Bakker, P. (Pi), Swertz, M. (Ma), Wijmenga, C. (C.), Shvetsova, E. (Ekaterina), Sofronova, A. (Alina), Monajemi, R. (Ramin), Gagalova, K. (Kristina), Draisma, G. (Gerrit), White, S.J. (Stefan), Santen, G.W.E. (Gijs), Chuva De Sousa Lopes, S.M. (Susana M.), Heijmans, B.T. (Bastiaan T.), van Meurs, J. (Joyce), Jansen, R. (Rick), Franke, L. (Lude), Kielbasa, S.M. (Szymon M.), Dunnen, J.T. (Johan) den, ‘t Hoen, P.A.C. (Peter A. C.), Heijmans, B.T. (Bastiaan T), Meurs, J.B.J. (Joyce) van, Boomsma, D.I. (Dorret), Pool, R. (Reńe), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Greevenbroek, M.M. van, Stehouwer, C.D. (Coen Da), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Wijmenga, C. (Cisca), Zhernakova, S. (Sasha), Tigchelaar, E.F. (Ettje F.), Slagboom, P.E. (Eline), Beekman, M. (Marian), Deelen, J. (Joris), Heemst, D. (Diana) van, Veldink, J.H. (Jan), Berg, L.H. (Leonard) van den, Duijn, C.M. (Cornelia) van, Hofman, B.A. (Bert A), Uitterlinden, A.G. (André), Jhamai, P.M. (Mila), Verbiest, M.M.P.J. (Michael), Suchiman, H.E.D. (H Eka D), Verkerk, M. (Marijn), Breggen, R. (Ruud) van der, van Rooij, J. (Jeroen), Lakenberg, N. (Nico), Mei, S. (Shan), Bot, J. (Jan), Zhernakova, D.V. (Dasha V), van ’t Hof, P. (Peter), Deelen, P. (Patrick), Nooren, I. (Irene), Moed, H. (Heleen), Vermaat, M. (Martijn), Luijk, R. (René), Jan Bonder, M. (Marc), Iterson, M. (Maarten) van, van Dijk, F. (Freerk), Van Galen, M. (Michiel), Arindrarto, W. (Wibowo), Swertz, M.A. (Morris A), Zwet, E.W. (Erik) van, Isaacs, A.J. (Aaron), Francioli, L.C. (Laurent), Menelaou, A. (Androniki), Pulit, S.L. (Sara), Dijk, F. (Freerk) van, Palamara, P.F. (Pier Francesco), Elbers, C.C. (Clara), Neerincx, P.B.T. (Pieter B T), Ye, K. (K.), Guryev, V. (Victor), Kloosterman, W. (Wp), Abdellaoui, A. (Abdel), van Leeuwen, E. (Em), Oven, M. (Mannis) van, Li, M. (M.), Laros, J. (Jf), Karssen, L.C. (Lennart), Kanterakis, A. (Alexandros), Amin, N. (Najaf), Hottenga, J. (Jj), Lameijer, E. (Ew), Kattenberg, V.M. (Mathijs), Dijkstra, M. (Martijn), Byelas, H. (Heorhiy), Setten, J. (Jessica) van, van Schaik, B. (Bd), Bot, J.J. (Jan), Nijman, I. (Ij), Renkens, I. (Ivo), Marschall, T. (Tanja), Schönhuth, A. (A.), Hehir-Kwa, J. (Jayne), Handsaker, R.E. (Robert), Polak, P., Sohail, M. (Mashaal), Vuzman, D. (Dana), Hormozdiari, F. (Fereydoun), Enckevort, D. (David) van, Mei, H. (H.), Koval, V. (Vyacheslav), Moed, M. (Mh), van der Velde, K. (Kj), Rivadeneira Ramirez, F. (Fernando), Estrada Gil, K. (Karol), Medina-Gomez, M.C. (Carolina), McCarroll, S. (Sa), de Craen, A. (Aj), Suchiman, H. (He), Hofman, B. (Ba), Oostra, B.A. (Ben), Uitterlinden, A. (Ag), Willemsen, G.A.H.M. (Gonneke), Platteel, I. (Inge), Veldink, J. (Jh), van den Berg, L. (Lh), Pitts, S. (Sj), Potluri, S. (Shobha), Sundar, P. (Purnima), Cox, D. (Dr), Sunyaev, S. (Sr), den Dunnen, J. (Jt), Stoneking, M. (Mark), Knijff, P. (Peter) de, Kayser, M.H. (Manfred), Li, Q. (Q.), Li, Y. (Y.), Du, Y. (Y.), Chen, R. (R.), Cao, H. (H.), Li, N. (N.), Cao, S. (Sherry), Wang, J. (J.), Bovenberg, J.A. (Jasper), Peer, I. (Itsik), Slagboom, P. (Pe), van Duijn, C. (Cm), Boomsma, D. (Di), van Ommen, G. (Gj), de Bakker, P. (Pi), Swertz, M. (Ma), and Wijmenga, C. (C.)
Abstract: X-inactivation is a well-established dosage compensation mechanism ensuring that X-chromosomal genes are expressed at comparable levels in males and females. Skewed X-inactivation is often explained by negative selection of one of the alleles. We demonstrate that imbalanced expression of the paternal and maternal X-chromosomes is common in the general population and that the random nature of the X-inactivation mechanism can be sufficient to explain the imbalance. To this end, we analyzed blood-derived RNA and whole-genome sequencing data from 79 female children and their parents from the Genome of the Netherlands project. We calculated the median ratio of the paternal over total counts at all X-chromosomal heterozygous single-nucleotide variants with coverage ≥10. We identified two individuals where the same X-chromosome was inactivated in all cells. Imbalanced expression of the two X-chromosomes (ratios ≤0.35 or ≥0.65) was observed in nearly 50% of the population. The empirically observed skewing is explained by a theoretical model where X-inactivation takes place in an embryonic stage in which eight cells give rise to the hematopoietic compartment. Genes escaping X-inactivation are expressed from both alleles and therefore demonstrate less skewing than inactivated genes. Using this characteristic, we identified three novel escapee genes (SSR4, REPS2, and SEPT6), but did not find support for many previously reported escapee genes in blood. Our collective data suggest that skewed X-inactivation is common in the general population. This may contribute to manifestation of symptoms in carriers of recessive X-linked disorders. We recommend that X-inactivation results should not be used lightly in the interpretation of X-linked variants.
Published: 2018
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12. Genome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation

Author: Teumer, A. (Alexander), Chaker, L. (Layal), Groeneweg, S. (Stefan), Li, Y. (Yong), Di Munno, C. (Celia), Barbieri, C. (Caterina), Schultheiss, U.T. (Ulla T.), Traglia, M. (Michela), Ahluwalia, T.S. (Tarunveer Singh), Akiyama, M. (Masato), Appel, E.V.R. (Emil Vincent R.), Arking, D.E. (Dan), Arnold, A.M. (Alice), Astrup, A. (Arne), Beekman, M. (Marian), Beilby, J.P. (John), Bekaert, S. (Sofie), Boerwinkle, E. (Eric), Brown, S.J. (Stephen), Buyzere, M. (Marc) de, Campbell, P.J. (Purdey J.), Ceresini, G. (Graziano), Cerqueira, C. (Charlotte), Cucca, F. (Francesco), Deary, I.J. (Ian), Deelen, J. (Joris), Eckardt, K.-U. (Kai-Uwe), Ekici, A.B. (Arif B.), Hagen, K. (Knut), Ferrrucci, L. (Luigi), Fiers, T. (Tom), Fiorillo, E. (Edoardo), Ford, I. (Ian), Fox, C.S. (Caroline), Fuchsberger, C. (Christian), Galesloot, T.E. (Tessel), Gieger, C. (Christian), Gögele, M. (Martin), Grandi, A. (Alessandro) de, Grarup, N. (Niels), Greiser, K.H. (Karin Halina), Haljas, K. (Kadri), Hansen, T. (Torben), Harris, S.E. (Sarah), Heemst, D. (Diana) van, Heijer, M. (Martin) den, Hicks, A.A. (Andrew A.), Hollander, W. (Wouter) den, Homuth, G. (Georg), Hui, J. (Jennie), Ikram, M.A. (Arfan), Ittermann, T. (Till), Jensen, R.A. (Richard A.), Jing, J. (Jiaojiao), Jukema, J.W. (Jan Wouter), Kajantie, E. (Eero), Kamatani, Y. (Yoichiro), Kasbohm, E. (Elisa), Kaufman, J.-M. (Jean-Marc), Kiemeney, L.A. (Lambertus A.), Kloppenburg, M. (Margreet), Kronenberg, F. (Florian), Kubo, M. (Michiaki), Lahti, J. (Jari), Lapauw, B. (Bruno), Li, S. (Shuo), Liewald, D.C.M. (David C. M.), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (Marike), Franke, L. (Lude), van der Harst, P. (Pim), Navis, G. (Gerjan), Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M.A. (Morris A.), Wijmenga, C. (Cisca), Lim, E.M. (Ee Mun), Linneberg, A. (Allan), Marina, M. (Michela), Mascalzoni, D. (Deborah), Matsuda, K. (Koichi), Medenwald, D. (Daniel), Meisinger, C. (Christa), Meulenbelt, I. (Ingrid), Meyer, T. (Thorsten), Meyer zu Schwabedissen, H.E. (Henriette E.), Mikolajczyk, R. (Rafael), Moed, H. (Heleen), Netea-Maier, R.T. (Romana), Nolte, I.M. (Ilja), Okada, Y. (Yukinori), Pala, M. (Mauro), Penninx, B.W.J.H., Pedersen, O. (Oluf), Petersmann, A. (Astrid), Porcu, E. (Eleonora), Postmus, D. (Douwe), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Ramos, Y.F.M. (Yolande F. M.), Rawal, R. (Rajesh), Redmond, P. (Paul), Richards, J.B. (Brent), Rietzschel, E.R. (Ernst), Rivadeneira Ramirez, F. (Fernando), Roef, G.L. (Greet), Rotter, J.I. (Jerome I.), Sala, C. (Cinzia), Schlessinger, D. (David), Selvin, E. (Elizabeth), Slagboom, P.E. (Eline), Soranzo, N. (Nicole), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Starr, J.M. (John), Stott, D.J. (David. J.), Taes, Y.E. (Youri), Taliun, D. (Daniel), Tanaka, T. (Toshiko), Thuesen, L. (Leif), Tiller, D. (Daniel), Toniolo, D. (Daniela), Uitterlinden, A.G. (Andre G.), Visser, W.E. (Edward), Walsh, J.P. (John P.), Wilson, S.G. (Scott), Wolffenbuttel, B.H.R. (Bruce), Yang, Q. (Qiong Fang), Zheng, H.-F. (Hou-Feng), Cappola, A.R. (Anne), Peeters, R.P. (Robin), Naitza, S. (Silvia), Völzke, H. (Henry), Sanna, S. (Serena), Köttgen, A. (Anna), Visser, T.J. (Theo), Medici, M. (Marco), Teumer, A. (Alexander), Chaker, L. (Layal), Groeneweg, S. (Stefan), Li, Y. (Yong), Di Munno, C. (Celia), Barbieri, C. (Caterina), Schultheiss, U.T. (Ulla T.), Traglia, M. (Michela), Ahluwalia, T.S. (Tarunveer Singh), Akiyama, M. (Masato), Appel, E.V.R. (Emil Vincent R.), Arking, D.E. (Dan), Arnold, A.M. (Alice), Astrup, A. (Arne), Beekman, M. (Marian), Beilby, J.P. (John), Bekaert, S. (Sofie), Boerwinkle, E. (Eric), Brown, S.J. (Stephen), Buyzere, M. (Marc) de, Campbell, P.J. (Purdey J.), Ceresini, G. (Graziano), Cerqueira, C. (Charlotte), Cucca, F. (Francesco), Deary, I.J. (Ian), Deelen, J. (Joris), Eckardt, K.-U. (Kai-Uwe), Ekici, A.B. (Arif B.), Hagen, K. (Knut), Ferrrucci, L. (Luigi), Fiers, T. (Tom), Fiorillo, E. (Edoardo), Ford, I. (Ian), Fox, C.S. (Caroline), Fuchsberger, C. (Christian), Galesloot, T.E. (Tessel), Gieger, C. (Christian), Gögele, M. (Martin), Grandi, A. (Alessandro) de, Grarup, N. (Niels), Greiser, K.H. (Karin Halina), Haljas, K. (Kadri), Hansen, T. (Torben), Harris, S.E. (Sarah), Heemst, D. (Diana) van, Heijer, M. (Martin) den, Hicks, A.A. (Andrew A.), Hollander, W. (Wouter) den, Homuth, G. (Georg), Hui, J. (Jennie), Ikram, M.A. (Arfan), Ittermann, T. (Till), Jensen, R.A. (Richard A.), Jing, J. (Jiaojiao), Jukema, J.W. (Jan Wouter), Kajantie, E. (Eero), Kamatani, Y. (Yoichiro), Kasbohm, E. (Elisa), Kaufman, J.-M. (Jean-Marc), Kiemeney, L.A. (Lambertus A.), Kloppenburg, M. (Margreet), Kronenberg, F. (Florian), Kubo, M. (Michiaki), Lahti, J. (Jari), Lapauw, B. (Bruno), Li, S. (Shuo), Liewald, D.C.M. (David C. M.), Alizadeh, B.Z. (Behrooz), Boezen, H.M. (Marike), Franke, L. (Lude), van der Harst, P. (Pim), Navis, G. (Gerjan), Rots, M.G. (M.), Snieder, H. (Harold), Swertz, M.A. (Morris A.), Wijmenga, C. (Cisca), Lim, E.M. (Ee Mun), Linneberg, A. (Allan), Marina, M. (Michela), Mascalzoni, D. (Deborah), Matsuda, K. (Koichi), Medenwald, D. (Daniel), Meisinger, C. (Christa), Meulenbelt, I. (Ingrid), Meyer, T. (Thorsten), Meyer zu Schwabedissen, H.E. (Henriette E.), Mikolajczyk, R. (Rafael), Moed, H. (Heleen), Netea-Maier, R.T. (Romana), Nolte, I.M. (Ilja), Okada, Y. (Yukinori), Pala, M. (Mauro), Penninx, B.W.J.H., Pedersen, O. (Oluf), Petersmann, A. (Astrid), Porcu, E. (Eleonora), Postmus, D. (Douwe), Pramstaller, P.P. (Peter Paul), Psaty, B.M. (Bruce), Ramos, Y.F.M. (Yolande F. M.), Rawal, R. (Rajesh), Redmond, P. (Paul), Richards, J.B. (Brent), Rietzschel, E.R. (Ernst), Rivadeneira Ramirez, F. (Fernando), Roef, G.L. (Greet), Rotter, J.I. (Jerome I.), Sala, C. (Cinzia), Schlessinger, D. (David), Selvin, E. (Elizabeth), Slagboom, P.E. (Eline), Soranzo, N. (Nicole), Sørensen, T.I.A. (Thorkild), Spector, T.D. (Timothy), Starr, J.M. (John), Stott, D.J. (David. J.), Taes, Y.E. (Youri), Taliun, D. (Daniel), Tanaka, T. (Toshiko), Thuesen, L. (Leif), Tiller, D. (Daniel), Toniolo, D. (Daniela), Uitterlinden, A.G. (Andre G.), Visser, W.E. (Edward), Walsh, J.P. (John P.), Wilson, S.G. (Scott), Wolffenbuttel, B.H.R. (Bruce), Yang, Q. (Qiong Fang), Zheng, H.-F. (Hou-Feng), Cappola, A.R. (Anne), Peeters, R.P. (Robin), Naitza, S. (Silvia), Völzke, H. (Henry), Sanna, S. (Serena), Köttgen, A. (Anna), Visser, T.J. (Theo), and Medici, M. (Marco)
Abstract: Thyroid dysfunction is an important public health problem, which affects 10% of the general population and increases the risk of cardiovascular morbidity and mortality. Many aspects of thyroid hormone regulation have only partly been elucidated, including its transport, metabolism, and genetic determinants. Here we report a large meta-analysis of genome-wide association studies for thyroid function and dysfunction, testing 8 million genetic variants in up to 72,167 individuals. One-hundred-and-nine independent genetic variants are associated with these traits. A genetic risk score, calculated to assess their combined effects on clinical end points, shows significant associations with increased risk of both overt (Graves’ disease) and subclinical thyroid disease, as well as clinical complications. By functional follow-up on selected signals, we identify a novel thyroid hormone transporter (SLC17A4) and a metabolizing enzyme (AADAT). Together, these results provide new knowledge about thyroid hormone physiology and disease, opening new possibilities for therapeutic targets.
Published: 2018
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13. Genome-wide identification of directed gene networks using large-scale population genomics data

Author: Luijk, R. (René), Dekkers, K.F. (Koen F.), Iterson, M. (Maarten) van, Arindrarto, W. (Wibowo), Claringbould, A. (Annique), Hop, P. (Paul), Beekman, M. (Marian), Breggen, R. (Ruud) van der, Deelen, J. (Joris), Lakenberg, N. (Nico), Moed, H. (Heleen), Suchiman, H.E.D. (Eka), van ’t Hof, P. (Peter), Bonder, M.J. (Marc), Deelen, P. (Patrick), Tigchelaar, E.F. (Ettje F.), Zhernakova, A. (Alexandra), Zhernakova, D.V. (Dasha V.), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Pool, R. (Reńe), Isaacs, A. (Aaron), Hofman, B.A. (Bert A.), Jhamai, M. (Mila), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Berg, L.H. (Leonard) van den, Van Galen, M. (Michiel), Vermaat, M. (Martijn), van Rooij, J. (Jeroen), Uitterlinden, A.G. (André), Verbiest, M.M.P.J. (Michael), Verkerk, M. (Marijn), Kielbasa, P.S.M. (P. Szymon M.), Bot, J.J. (Jan), Nooren, I. (Irene), Dijk, F. (Freerk) van, Swertz, M.A. (Morris A.), Heemst, D. (Diana) van, Boomsma, D.I. (Dorret I.), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Franke, L. (Lude), ’t Hoen, P.A.C. (Peter A. C.), Jansen, R. (Rick), Meurs, J.B.J. (Joyce) van, Mei, H. (Hailiang), Slagboom, P.E. (Eline), Heijmans, B.T. (Bastiaan T.), Zwet, E.W. (Erik) van, Luijk, R. (René), Dekkers, K.F. (Koen F.), Iterson, M. (Maarten) van, Arindrarto, W. (Wibowo), Claringbould, A. (Annique), Hop, P. (Paul), Beekman, M. (Marian), Breggen, R. (Ruud) van der, Deelen, J. (Joris), Lakenberg, N. (Nico), Moed, H. (Heleen), Suchiman, H.E.D. (Eka), van ’t Hof, P. (Peter), Bonder, M.J. (Marc), Deelen, P. (Patrick), Tigchelaar, E.F. (Ettje F.), Zhernakova, A. (Alexandra), Zhernakova, D.V. (Dasha V.), Dongen, J. (Jenny) van, Hottenga, J.J. (Jouke Jan), Pool, R. (Reńe), Isaacs, A. (Aaron), Hofman, B.A. (Bert A.), Jhamai, M. (Mila), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Berg, L.H. (Leonard) van den, Van Galen, M. (Michiel), Vermaat, M. (Martijn), van Rooij, J. (Jeroen), Uitterlinden, A.G. (André), Verbiest, M.M.P.J. (Michael), Verkerk, M. (Marijn), Kielbasa, P.S.M. (P. Szymon M.), Bot, J.J. (Jan), Nooren, I. (Irene), Dijk, F. (Freerk) van, Swertz, M.A. (Morris A.), Heemst, D. (Diana) van, Boomsma, D.I. (Dorret I.), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Franke, L. (Lude), ’t Hoen, P.A.C. (Peter A. C.), Jansen, R. (Rick), Meurs, J.B.J. (Joyce) van, Mei, H. (Hailiang), Slagboom, P.E. (Eline), Heijmans, B.T. (Bastiaan T.), and Zwet, E.W. (Erik) van
Abstract: Identification of causal drivers behind regulatory gene networks is crucial in understanding gene function. Here, we develop a method for the large-scale inference of gene–gene interactions in observational population genomics data that are both directed (using local genetic instruments as causal anchors, akin to Mendelian Randomization) and specific (by controlling for linkage disequilibrium and pleiotropy). Analysis of genotype and whole-blood RNA-sequencing data from 3072 individuals identified 49 genes as drivers of downstream transcriptional changes (Wald P < 7 × 10−10), among which transcription factors were overrepresented (Fisher’s P = 3.3 × 10−7). Our analysis suggests new gene functions and targets, including for SENP7 (zinc-finger genes involved in retroviral repression) and BCL2A1 (target genes possibly involved in auditory dysfunction). Our work highlights the utility of population genomics data in deriving directed gene expression networks. A resource of trans-effects for all 6600 genes with a genetic instrument can be explored individually using a web-based browser.
Published: 2018
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14. Correction: The complex genetics of gait speed: Genome-wide metaanalysis approach [Aging, (Albany NY), 9, 1, (2017), (209-246)]doi 10.18632/aging.101151

Author: Ben-Avraham, D. (Dan), Karasik, D. (David), Verghese, J. (Joe), Lunetta, K.L. (Kathryn), Smith, J.A. (Jennifer A), Eicher, J.D. (John D.), Vered, R. (Rotem), Deelen, J. (Joris), Arnold, A.M. (Alice), Buchman, A.S. (Aron), Tanaka, T. (Toshiko), Faul, J.D. (Jessica D.), Nethander, M. (Maria), Fornage, M. (Myriam), Adams, H.H.H. (Hieab), Matteini, A.M. (Amy M.), Callisaya, M. (Michele), Smith, A.V. (Albert Vernon), Yu, L. (Lei), Jager, P.L. (Philip) de, Evans, D.A. (Denis), Gudnason, V. (Vilmundur), Hofman, A. (Albert), Pattie, A. (Alison), Corley, J. (Janie), Launer, L.J. (Lenore), Knopman, D.S. (Davis S.), Parimi, N. (Neeta), Turner, S.T. (Stephen T.), Bandinelli, S. (Stefania), Beekman, M. (Marian), Gutman, D. (Danielle), Sharvit, L. (Lital), Mooijaart, S.P. (Simon), Liewald, D.C.M. (David), Houwing-Duistermaat, J.J. (Jeanine), Ohlsson, C. (Claes), Moed, H. (Heleen), Verlinden, V.J.A. (Vincent), Mellström, D. (Dan), Geest, J.N. (Jos) van der, Karlsson, M. (Magnus), Hernandez, D.G. (Dena), McWhirter, R. (Rebekah), Liu, Y. (YongMei), Thomson, R. (Russell), Tranah, G.J. (Gregory), Uitterlinden, A.G. (André), Weir, D.R. (David R.), Zhao, W. (Wei), Starr, J.M. (John), Johnson, A.D. (Andrew), Ikram, M.A. (Arfan), Bennett, D.A. (David), Cummings, S., Deary, I.J. (Ian), Harris, T.B. (Tamara), Kardia, S.L.R. (Sharon L.R.), Mosley, T.H. (Thomas H.), Srikanth, V. (Velandai), Windham, B.G. (Gwen), Newman, A.B. (Anne B.), Walston, J. (Jeremy), Davies, G. (Gail), Evans, D.S. (Daniel), Slagboom, P.E. (Eline), Ferrucci, L. (Luigi), Kiel, D.P. (Douglas P.), Murabito, J. (Joanne), Atzmon, G. (Gil), Ben-Avraham, D. (Dan), Karasik, D. (David), Verghese, J. (Joe), Lunetta, K.L. (Kathryn), Smith, J.A. (Jennifer A), Eicher, J.D. (John D.), Vered, R. (Rotem), Deelen, J. (Joris), Arnold, A.M. (Alice), Buchman, A.S. (Aron), Tanaka, T. (Toshiko), Faul, J.D. (Jessica D.), Nethander, M. (Maria), Fornage, M. (Myriam), Adams, H.H.H. (Hieab), Matteini, A.M. (Amy M.), Callisaya, M. (Michele), Smith, A.V. (Albert Vernon), Yu, L. (Lei), Jager, P.L. (Philip) de, Evans, D.A. (Denis), Gudnason, V. (Vilmundur), Hofman, A. (Albert), Pattie, A. (Alison), Corley, J. (Janie), Launer, L.J. (Lenore), Knopman, D.S. (Davis S.), Parimi, N. (Neeta), Turner, S.T. (Stephen T.), Bandinelli, S. (Stefania), Beekman, M. (Marian), Gutman, D. (Danielle), Sharvit, L. (Lital), Mooijaart, S.P. (Simon), Liewald, D.C.M. (David), Houwing-Duistermaat, J.J. (Jeanine), Ohlsson, C. (Claes), Moed, H. (Heleen), Verlinden, V.J.A. (Vincent), Mellström, D. (Dan), Geest, J.N. (Jos) van der, Karlsson, M. (Magnus), Hernandez, D.G. (Dena), McWhirter, R. (Rebekah), Liu, Y. (YongMei), Thomson, R. (Russell), Tranah, G.J. (Gregory), Uitterlinden, A.G. (André), Weir, D.R. (David R.), Zhao, W. (Wei), Starr, J.M. (John), Johnson, A.D. (Andrew), Ikram, M.A. (Arfan), Bennett, D.A. (David), Cummings, S., Deary, I.J. (Ian), Harris, T.B. (Tamara), Kardia, S.L.R. (Sharon L.R.), Mosley, T.H. (Thomas H.), Srikanth, V. (Velandai), Windham, B.G. (Gwen), Newman, A.B. (Anne B.), Walston, J. (Jeremy), Davies, G. (Gail), Evans, D.S. (Daniel), Slagboom, P.E. (Eline), Ferrucci, L. (Luigi), Kiel, D.P. (Douglas P.), Murabito, J. (Joanne), and Atzmon, G. (Gil)
Abstract: Applying HaploReg v4.1 analysis to the 536 variants resulted in 9 categories (Supplementary Table 8): miscRNA (1 variant); snoRNA (2 variants); microRNA (4 variants); snRNA (9 variants); pseudogenes (14 variants); sequencing in progress (43 variants); LINC RNA (86 variants); and 372 variants within protein coding genes. In addition, some variants annotate to the same gene resulting in a total of 139 genes (protein-coding or non-coding). Of those genes, 6 are exceptionally long, containing over a million base-pairs, the longest of which is PTPRT coded by 1117219bp. The shortest genes are the ones coding for micro (MIR3143) or small nuclear (U7) RNAs at 63bp each. There is only partial information regarding the chromatin state of each variant. However, from the information gathered in the analysis we observed 14 transcription start sites and 245 enhancers (Supplementary Table 8).
Published: 2017
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15. Genome-wide association and functional studies identify a role for matrix Gla protein in osteoarthritis of the hand

Author: Hollander, W. (Wouter) den, Boer, C.G. (Cindy G.), Hart, D.J. (Deborah), Yau, M.S. (Michelle S.), Ramos, Y.F.M. (Yolande F.M.), Metrustry, S. (Sarah), Broer, L. (Linda), Deelen, J. (Joris), Cupples, L.A. (Adrienne), Rivadeneira, F. (Fernando), Kloppenburg, M. (Margreet), Peters, M.A.D. (Marjolein), Spector, T.D. (Timothy), Hofman, A. (Albert), Slagboom, P.E. (Eline), Nelissen, R.G.H.H. (Rob), Uitterlinden, A.G. (André), Felson, D., Valdes, A.M. (Ana Maria), Meulenbelt, I. (Ingrid), Van Meurs, J.J.B. (Joyce J. B.), Hollander, W. (Wouter) den, Boer, C.G. (Cindy G.), Hart, D.J. (Deborah), Yau, M.S. (Michelle S.), Ramos, Y.F.M. (Yolande F.M.), Metrustry, S. (Sarah), Broer, L. (Linda), Deelen, J. (Joris), Cupples, L.A. (Adrienne), Rivadeneira, F. (Fernando), Kloppenburg, M. (Margreet), Peters, M.A.D. (Marjolein), Spector, T.D. (Timothy), Hofman, A. (Albert), Slagboom, P.E. (Eline), Nelissen, R.G.H.H. (Rob), Uitterlinden, A.G. (André), Felson, D., Valdes, A.M. (Ana Maria), Meulenbelt, I. (Ingrid), and Van Meurs, J.J.B. (Joyce J. B.)
Abstract: Objective Osteoarthritis (OA) is the most common form of arthritis and the leading cause of disability in the elderly. Of all the joints, genetic predisposition is strongest for OA of the hand; however, only few genetic risk loci for hand OA have been identified. Our aim was to identify novel genes associated with hand OA and examine the underlying mechanism. Methods We performed a genome-wide association study of a quantitative measure of hand OA in 12 784 individuals (discovery: 8743, replication: 4011). Genome-wide significant signals were followed up by analysing gene and allele-specific expression in a RNA sequencing dataset (n=96) of human articular cartilage. Results We found two significantly associated loci in the discovery set: at chr12 (p=3.5 × 10 -10) near the matrix Gla protein (MGP) gene and at chr12 (p=6.1×10 -9) near the CCDC91 gene. The DNA variant near t
Published: 2017
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16. Blood lipids influence DNA methylation in circulating cells

Author: Dekkers, K.F. (Koen F.), Iterson, M. (Maarten) van, Slieker, R. (Roderick), Moed, H. (Heleen), Bonder, M.J. (Marc), Van Galen, M. (Michiel), Mei, S. (Shan), Zhernakova, A. (Alexandra), Berg, L.H. (Leonard) van den, Deelen, J. (Joris), Dongen, J. (Jenny) van, Heemst, D. (Diana) van, Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Tigchelaar, E.F. (Ettje F.), Uitterlinden, A.G. (André), Willemsen, G.A.H.M. (Gonneke), Franke, L. (Lude), 't Hoen, P.A.C. (Peter A.C.), Jansen, R., Meurs, J.B.J. (Joyce) van, Boomsma, D.I. (Dorret), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Zwet, E.W. (Erik) van, Slagboom, P.E. (Eline), Jukema, J.W. (Jan Wouter), Heijmans, B.T. (Bastiaan), Dekkers, K.F. (Koen F.), Iterson, M. (Maarten) van, Slieker, R. (Roderick), Moed, H. (Heleen), Bonder, M.J. (Marc), Van Galen, M. (Michiel), Mei, S. (Shan), Zhernakova, A. (Alexandra), Berg, L.H. (Leonard) van den, Deelen, J. (Joris), Dongen, J. (Jenny) van, Heemst, D. (Diana) van, Hofman, A. (Albert), Hottenga, J.J. (Jouke Jan), Kallen, C.J. van der, Schalkwijk, C.G. (Casper), Stehouwer, C.D. (Coen), Tigchelaar, E.F. (Ettje F.), Uitterlinden, A.G. (André), Willemsen, G.A.H.M. (Gonneke), Franke, L. (Lude), 't Hoen, P.A.C. (Peter A.C.), Jansen, R., Meurs, J.B.J. (Joyce) van, Boomsma, D.I. (Dorret), Duijn, C.M. (Cornelia) van, Greevenbroek, M.M. van, Veldink, J.H. (Jan), Wijmenga, C. (Cisca), Zwet, E.W. (Erik) van, Slagboom, P.E. (Eline), Jukema, J.W. (Jan Wouter), and Heijmans, B.T. (Bastiaan)
Abstract: Background: Cells can be primed by external stimuli to obtain a long-term epigenetic memory. We hypothesize that long-term exposure to elevated blood lipids can prime circulating immune cells through changes in DNA methylation, a process that may contribute to the development of atherosclerosis. To interrogate the causal relationship between triglyceride, low-density lipoprotein (LDL) cholesterol, and high-density lipoprotein (HDL) cholesterol levels and genome-wide DNA methylation while excluding confounding and pleiotropy, we perform a stepwise Mendelian randomization analysis in whole blood of 3296 individuals. Results: This analysis shows that differential methylation is the consequence of inter-individual variation in blood lipid levels and not vice versa. Specifically, we observe an effect of triglycerides on DNA methylation at three CpGs, of LDL cholesterol at one CpG, and of HDL cholesterol at two CpGs using multivariable Mendelian randomization. Using RNA-seq data available for a large subset of individuals (N = 2044), DNA methylation of these six CpGs is associated with the expression of CPT1A and SREBF1 (for triglycerides), DHCR24 (for LDL cholesterol) and A
Published: 2016
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17. Age-related accrual of methylomic variability is linked to fundamental ageing mechanisms

Author: Slieker, R. (Roderick), Iterson, M. (Maarten) van, Luijk, R. (René), Beekman, M. (Marian), Zhernakova, A. (Alexandra), Moed, H. (Heleen), Mei, S. (Shan), Van Galen, M. (Michiel), Deelen, P. (Patrick), Bonder, M.J. (Marc), Uitterlinden, A.G. (André), Tigchelaar, E.F. (Ettje F.), Stehouwer, C.D.A. (Coen D.A.), Schalkwijk, C.G. (Casper), Kallen, C.J. van der, Hofman, A. (Albert), Heemst, D. (Diana) van, Geus, E.J.C. (Eco) de, Dongen, J. (Jenny) van, Deelen, J. (Joris), Berg, L.H. (Leonard) van den, Meurs, J.B.J. (Joyce) van, Jansen, R., Hoen, P.A.C. (Peter) 't, Franke, L. (Lude), Wijmenga, C. (Cisca), Veldink, J.H. (Jan), Swertz, M. (Morris), Greevenbroek, M.M. van, Duijn, C.M. (Cornelia) van, Boomsma, D.I. (Dorret), Slagboom, P.E. (Eline), Heijmans, B.T. (Bastiaan), Slieker, R. (Roderick), Iterson, M. (Maarten) van, Luijk, R. (René), Beekman, M. (Marian), Zhernakova, A. (Alexandra), Moed, H. (Heleen), Mei, S. (Shan), Van Galen, M. (Michiel), Deelen, P. (Patrick), Bonder, M.J. (Marc), Uitterlinden, A.G. (André), Tigchelaar, E.F. (Ettje F.), Stehouwer, C.D.A. (Coen D.A.), Schalkwijk, C.G. (Casper), Kallen, C.J. van der, Hofman, A. (Albert), Heemst, D. (Diana) van, Geus, E.J.C. (Eco) de, Dongen, J. (Jenny) van, Deelen, J. (Joris), Berg, L.H. (Leonard) van den, Meurs, J.B.J. (Joyce) van, Jansen, R., Hoen, P.A.C. (Peter) 't, Franke, L. (Lude), Wijmenga, C. (Cisca), Veldink, J.H. (Jan), Swertz, M. (Morris), Greevenbroek, M.M. van, Duijn, C.M. (Cornelia) van, Boomsma, D.I. (Dorret), Slagboom, P.E. (Eline), and Heijmans, B.T. (Bastiaan)
Abstract: Background: Epigenetic change is a hallmark of ageing but its link to ageing mechanisms in humans remains poorly understood. While DNA methylation at many CpG sites closely tracks chronological age, DNA methylation changes relevant to biological age are expected to gradually dissociate from chronological age, mirroring the increased heterogeneity in health status at older ages. Results: Here, we report on the large-scale identification of 6366 age-related variably methylated positions (aVMPs) identified in 3295 whole blood DNA methylation profiles, 2044 of which have a matching RNA-seq gene expression profile. aVMPs are enriched at polycomb repressed regions and, accordingly, methylation at those positions is associated with the expression of genes encoding components of polycomb repressive complex 2 (PRC2) in trans. Further analysis revealed trans-associations for 1816 aVMPs with an additional 854 genes. These trans-associated aVMPs are characterized by either an age-related g
Published: 2016
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18. To the editor: Uncompromised 10-year survival of oldest old carrying somatic mutations in DNMT3A and TET2

Author: Akker, E.B. (Erik) van den, Pitts, S.J. (Steven J.), Deelen, J. (Joris), Moed, H. (Heleen), Potluri, S. (Shobha), Rooij, J.G.J. (Jeroen) van, Suchiman, H.E.D. (Eka), Lakenberg, N. (Nico), De Dijcker, W.J. (Wesley J.), Uitterlinden, A.G. (André), Kraaij, R. (Robert), Hofman, A. (Albert), De Craen, A.J.M. (Anton J. M.), Houwing-Duistermaat, J.J. (Jeanine), Van Ommen, G.-J.B. (Gert-Jan B.), Cox, D.R. (David), Meurs, J.B.J. (Joyce) van, Beekman, M. (Marian), Reinders, M.J. (Marcel), Slagboom, P.E. (Eline), Akker, E.B. (Erik) van den, Pitts, S.J. (Steven J.), Deelen, J. (Joris), Moed, H. (Heleen), Potluri, S. (Shobha), Rooij, J.G.J. (Jeroen) van, Suchiman, H.E.D. (Eka), Lakenberg, N. (Nico), De Dijcker, W.J. (Wesley J.), Uitterlinden, A.G. (André), Kraaij, R. (Robert), Hofman, A. (Albert), De Craen, A.J.M. (Anton J. M.), Houwing-Duistermaat, J.J. (Jeanine), Van Ommen, G.-J.B. (Gert-Jan B.), Cox, D.R. (David), Meurs, J.B.J. (Joyce) van, Beekman, M. (Marian), Reinders, M.J. (Marcel), and Slagboom, P.E. (Eline)
Published: 2016
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19. Meta-analysis of 49 549 individuals imputed with the 1000 Genomes Project reveals an exonic damaging variant in ANGPTL4 determining fasting TG levels

Author: Leeuwen, E.M. (Elisa) van, Sabo, A. (Aniko), Bis, J.C. (Joshua), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Smith, A.V. (Davey), Feitosa, M.F. (Mary Furlan), Demissie, S. (Serkalem), Joshi, P.K. (Peter), Duan, Q. (Qing), Marten, J. (Jonathan), Klinken, J.B. (Jan Bert) van, Surakka, I. (Ida), Nolte, I.M. (Ilja), Zhang, W. (Weihua), Mbarek, H., Li-Gao, R. (Ruifang), Trompet, S. (Stella), Verweij, N. (Niek), Evangelou, E. (Evangelos), Lyytikäinen, L.-P. (Leo-Pekka), Tayo, B. (Bamidele), Deelen, J. (Joris), Most, P.J. (Peter) van der, Van Der Laan, S.W. (Sander W.), Arking, D.E. (Dan E.), Morrison, A. (Alanna), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Sijbrands, E.J.G. (Eric), Uitterlinden, A.G. (André), Mychaleckyj, J.C. (Josyf), Campbell, A. (Archie), Hocking, L.J. (Lynne), Padmanabhan, S. (Sandosh), Brody, J.A. (Jennifer A.), Rice, K.M. (Kenneth), White, C.C. (Charles), Harris, T.B. (Tamara), Isaacs, A.J. (Aaron), Campbell, H. (Harry), Lange, L.A. (Leslie), Rudan, I. (Igor), Kolcic, I. (Ivana), Navarro, P. (Pau), Zemunik, T. (Tatijana), Salomaa, V. (Veikko), Kooner, J.S. (Jaspal), Kooner, J.S. (Jaspal S.), Lehne, B. (Benjamin), Scott, W.R. (William R.), Tan, S.-T. (Sian-Tsung), Geus, E.J.C. (Eco) de, Milaneschi, Y. (Yuri), Penninx, B.W.J.H. (Brenda), Willemsen, G.A.H.M. (Gonneke), Mutsert, R. (Reneé) de, Ford, I. (Ian), Gansevoort, R.T. (Ron), Segura-Lepe, M.P. (Marcelo P.), Raitakari, O.T. (Olli T.), Viikari, J. (Jorma), Nikus, K. (Kjell), Forrester, T. (Terrence), McKenzie, C.A. (Colin), Craen, A.J. (Anton) de, de Ruijter, H.M. (Hester M.), Pasterkamp, G. (Gerard), Snieder, H. (Harold), Oldehinkel, A.J. (Albertine), Slagboom, P.E. (Eline), Cooper, R.S. (Richard S.), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Elliott, P. (Paul), Harst, P. (Pim) van der, Jukema, J.W. (Jan Wouter), Mook-Kanamori, D.O. (Dennis), Boomsma, D.I. (Dorret), Chambers, J.C. (John C.), Swertz, M. (Morris), Ripatti, S. (Samuli), Willems van Dijk, J.A.P. (Ko), Vitart, V. (Veronique), Polasek, O. (Ozren), Hayward, C. (Caroline), Wilson, J.G. (James G.), Wilson, J.F. (James F), Gudnason, V. (Vilmundur), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Borecki, I.B. (Ingrid), Boerwinkle, E. (Eric), Rotter, J.I. (Jerome I.), Cupples, L.A. (Adrienne), Duijn, C.M. (Cornelia) van, Leeuwen, E.M. (Elisa) van, Sabo, A. (Aniko), Bis, J.C. (Joshua), Huffman, J.E. (Jennifer), Manichaikul, A. (Ani), Smith, A.V. (Davey), Feitosa, M.F. (Mary Furlan), Demissie, S. (Serkalem), Joshi, P.K. (Peter), Duan, Q. (Qing), Marten, J. (Jonathan), Klinken, J.B. (Jan Bert) van, Surakka, I. (Ida), Nolte, I.M. (Ilja), Zhang, W. (Weihua), Mbarek, H., Li-Gao, R. (Ruifang), Trompet, S. (Stella), Verweij, N. (Niek), Evangelou, E. (Evangelos), Lyytikäinen, L.-P. (Leo-Pekka), Tayo, B. (Bamidele), Deelen, J. (Joris), Most, P.J. (Peter) van der, Van Der Laan, S.W. (Sander W.), Arking, D.E. (Dan E.), Morrison, A. (Alanna), Dehghan, A. (Abbas), Franco, O.H. (Oscar), Hofman, A. (Albert), Rivadeneira Ramirez, F. (Fernando), Sijbrands, E.J.G. (Eric), Uitterlinden, A.G. (André), Mychaleckyj, J.C. (Josyf), Campbell, A. (Archie), Hocking, L.J. (Lynne), Padmanabhan, S. (Sandosh), Brody, J.A. (Jennifer A.), Rice, K.M. (Kenneth), White, C.C. (Charles), Harris, T.B. (Tamara), Isaacs, A.J. (Aaron), Campbell, H. (Harry), Lange, L.A. (Leslie), Rudan, I. (Igor), Kolcic, I. (Ivana), Navarro, P. (Pau), Zemunik, T. (Tatijana), Salomaa, V. (Veikko), Kooner, J.S. (Jaspal), Kooner, J.S. (Jaspal S.), Lehne, B. (Benjamin), Scott, W.R. (William R.), Tan, S.-T. (Sian-Tsung), Geus, E.J.C. (Eco) de, Milaneschi, Y. (Yuri), Penninx, B.W.J.H. (Brenda), Willemsen, G.A.H.M. (Gonneke), Mutsert, R. (Reneé) de, Ford, I. (Ian), Gansevoort, R.T. (Ron), Segura-Lepe, M.P. (Marcelo P.), Raitakari, O.T. (Olli T.), Viikari, J. (Jorma), Nikus, K. (Kjell), Forrester, T. (Terrence), McKenzie, C.A. (Colin), Craen, A.J. (Anton) de, de Ruijter, H.M. (Hester M.), Pasterkamp, G. (Gerard), Snieder, H. (Harold), Oldehinkel, A.J. (Albertine), Slagboom, P.E. (Eline), Cooper, R.S. (Richard S.), Kähönen, M. (Mika), Lehtimäki, T. (Terho), Elliott, P. (Paul), Harst, P. (Pim) van der, Jukema, J.W. (Jan Wouter), Mook-Kanamori, D.O. (Dennis), Boomsma, D.I. (Dorret), Chambers, J.C. (John C.), Swertz, M. (Morris), Ripatti, S. (Samuli), Willems van Dijk, J.A.P. (Ko), Vitart, V. (Veronique), Polasek, O. (Ozren), Hayward, C. (Caroline), Wilson, J.G. (James G.), Wilson, J.F. (James F), Gudnason, V. (Vilmundur), Rich, S.S. (Stephen), Psaty, B.M. (Bruce), Borecki, I.B. (Ingrid), Boerwinkle, E. (Eric), Rotter, J.I. (Jerome I.), Cupples, L.A. (Adrienne), and Duijn, C.M. (Cornelia) van
Abstract: Background So far, more than 170 loci have been associated with circulating lipid levels through genomewide association studies (GWAS). These associations are largely driven by common variants, their function is often not known, and many are likely to be markers for the causal variants. In this study we aimed to identify more new rare and low-frequency functional variants associated with circulating lipid levels. Methods We used the 1000 Genomes Project as a reference panel for the imputations of GWAS data from ~60 000 individuals in the discovery stage and ~90 000 samples in the replication stage. Results Our study resul
Published: 2016
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20. 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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21. 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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22. Gene set analysis of GWAS data for human longevity highlights the relevance of the insulin/IGF-1 signaling and telomere maintenance pathways

Author: Deelen, J. (Joris), Uh, H.-W., Monajemi, R. (Ramin), Heemst, D. (Diana) van, Thijssen, P.E. (Peter), Böhringer, S. (Stefan), Akker, E.B. (Erik) van den, de Craen, A.J.M. (Anton J.M.), Rivadeneira Ramirez, F. (Fernando), Westendorp, R.G.J. (Rudi), Uitterlinden, A.G. (André), Goeman, J.J. (Jelle), Slagboom, P.E. (Eline), Houwing-Duistermaat, J.J. (Jeanine), Beekman, M. (Marian), Deelen, J. (Joris), Uh, H.-W., Monajemi, R. (Ramin), Heemst, D. (Diana) van, Thijssen, P.E. (Peter), Böhringer, S. (Stefan), Akker, E.B. (Erik) van den, de Craen, A.J.M. (Anton J.M.), Rivadeneira Ramirez, F. (Fernando), Westendorp, R.G.J. (Rudi), Uitterlinden, A.G. (André), Goeman, J.J. (Jelle), Slagboom, P.E. (Eline), Houwing-Duistermaat, J.J. (Jeanine), and Beekman, M. (Marian)
Abstract: In genome-wide association studies (GWAS) of complex traits, single SNP analysis is still the most applied approach. However, the identified SNPs have small effects and provide limited biological insight. A more appropriate approach to interpret GWAS data of complex traits is to analyze the combined effect of a SNP set grouped per pathway or gene region. We used this approach to study the joint effect on human longevity of genetic variation in two candidate pathways, the insulin/insulin-like growth factor (IGF-1) signaling (IIS) pathway and the telomere maintenance (TM) pathway. For the analyses, we used genotyped GWAS data of 403 unrelated nonagenarians from l
Published: 2013
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23. A Meta-Analysis of Thyroid-Related Traits Reveals Novel Loci and Gender-Specific Differences in the Regulation of Thyroid Function

Author: Porcu, E. (Eleonora), Medici, M. (Marco), Pistis, G. (Giorgio), Volpato, C.B., Wilson, S.G. (Scott), Cappola, A.R. (Anne), Bos, S.D. (Steffan), Deelen, J. (Joris), Heijer, M. (Martin) den, Freathy, R.M. (Rachel), Lahti, J. (Jari), Liu, C. (Chunyu), Lopez, L.M. (Lorna), Nolte, I.M. (Ilja), O´Connell, J.R., Tanaka, T. (Toshiko), Trompet, S. (Stella), Arnold, A.M. (Alice), Bandinelli, S. (Stefania), Beekman, M. (Marian), Böhringer, S. (Stefan), Brown, S.J. (Stephen), Buckley, B.M. (Brendan M.), Camaschella, C. (Clara), Craen, A.J. (Anton) de, Davies, G. (Gail), Visser, M.C.H. (Marieke) de, Ford, I. (Ian), Forsen, T. (Tom), Frayling, T.M. (Timothy), Fugazzola, L. (Laura), Gögele, M. (Martin), Hattersley, A.T. (Andrew), Hermus, A.R.M.M. (Ad), Hofman, A. (Albert), Houwing-Duistermaat, J.J. (Jeanine), Jensen, R.A. (Richard), Kajantie, E. (Eero), Kloppenburg, M. (Margreet), Lim, E.M. (Ee Mun), Masciullo, C. (Corrado), Mariotti, S. (Stefano), Minelli, C. (Cosetta), Mitchell, B.D. (Braxton), Nagaraja, R. (Ramaiah), Netea-Maier, R.T. (Romana), Palotie, A. (Aarno), Persani, L. (Luca), Piras, M.G. (Maria Grazia), Psaty, B.M. (Bruce), Räikkönen, K. (Katri), Richards, J.B. (Brent), Rivadeneira Ramirez, F. (Fernando), Sala, C. (Cinzia), Sabra, M.M. (Mona), Sattar, N. (Naveed), Shields, B.M. (Beverley), Soranzo, N. (Nicole), Starr, J.M. (John), Stott, D.J. (David. J.), Sweep, F.C. (Fred), Usala, G., Klauw, M.M. (Melanie) van der, Heemst, D. (Diana) van, Mol-van Mullem, A.A.A. (Alies) van, Vermeulen, S.H. (Sita), Walsh, J.P. (John), Westendorp, R.G.J. (Rudi), Widen, E. (Elisabeth), Zhai, G. (Guangju), Cucca, F. (Francesco), Deary, I.J. (Ian), Visser, W.E. (Edward), Eriksson, J.G. (Johan), Ferrucci, L. (Luigi), Fox, C. (Craig), Jukema, J.W. (Jan Wouter), Kiemeney, L.A.L.M. (Bart), Pramstaller, P.P. (Peter Paul), Schlessinger, D., Shuldiner, A.R. (Alan), Slagboom, P.E. (Eline), Uitterlinden, A.G. (André), Vaidya, B. (Bijay), Visser, T.J. (Theo), Wolffenbuttel, B.H.R. (Bruce), Meulenbelt, I. (Ingrid), Rotter, J.I. (Jerome), Spector, T.D. (Timothy), Hicks, A.A. (Andrew), Toniolo, D. (Daniela), Sanna, S. (Serena), Peeters, R.P. (Robin), Naitza, S. (Silvia), Porcu, E. (Eleonora), Medici, M. (Marco), Pistis, G. (Giorgio), Volpato, C.B., Wilson, S.G. (Scott), Cappola, A.R. (Anne), Bos, S.D. (Steffan), Deelen, J. (Joris), Heijer, M. (Martin) den, Freathy, R.M. (Rachel), Lahti, J. (Jari), Liu, C. (Chunyu), Lopez, L.M. (Lorna), Nolte, I.M. (Ilja), O´Connell, J.R., Tanaka, T. (Toshiko), Trompet, S. (Stella), Arnold, A.M. (Alice), Bandinelli, S. (Stefania), Beekman, M. (Marian), Böhringer, S. (Stefan), Brown, S.J. (Stephen), Buckley, B.M. (Brendan M.), Camaschella, C. (Clara), Craen, A.J. (Anton) de, Davies, G. (Gail), Visser, M.C.H. (Marieke) de, Ford, I. (Ian), Forsen, T. (Tom), Frayling, T.M. (Timothy), Fugazzola, L. (Laura), Gögele, M. (Martin), Hattersley, A.T. (Andrew), Hermus, A.R.M.M. (Ad), Hofman, A. (Albert), Houwing-Duistermaat, J.J. (Jeanine), Jensen, R.A. (Richard), Kajantie, E. (Eero), Kloppenburg, M. (Margreet), Lim, E.M. (Ee Mun), Masciullo, C. (Corrado), Mariotti, S. (Stefano), Minelli, C. (Cosetta), Mitchell, B.D. (Braxton), Nagaraja, R. (Ramaiah), Netea-Maier, R.T. (Romana), Palotie, A. (Aarno), Persani, L. (Luca), Piras, M.G. (Maria Grazia), Psaty, B.M. (Bruce), Räikkönen, K. (Katri), Richards, J.B. (Brent), Rivadeneira Ramirez, F. (Fernando), Sala, C. (Cinzia), Sabra, M.M. (Mona), Sattar, N. (Naveed), Shields, B.M. (Beverley), Soranzo, N. (Nicole), Starr, J.M. (John), Stott, D.J. (David. J.), Sweep, F.C. (Fred), Usala, G., Klauw, M.M. (Melanie) van der, Heemst, D. (Diana) van, Mol-van Mullem, A.A.A. (Alies) van, Vermeulen, S.H. (Sita), Walsh, J.P. (John), Westendorp, R.G.J. (Rudi), Widen, E. (Elisabeth), Zhai, G. (Guangju), Cucca, F. (Francesco), Deary, I.J. (Ian), Visser, W.E. (Edward), Eriksson, J.G. (Johan), Ferrucci, L. (Luigi), Fox, C. (Craig), Jukema, J.W. (Jan Wouter), Kiemeney, L.A.L.M. (Bart), Pramstaller, P.P. (Peter Paul), Schlessinger, D., Shuldiner, A.R. (Alan), Slagboom, P.E. (Eline), Uitterlinden, A.G. (André), Vaidya, B. (Bijay), Visser, T.J. (Theo), Wolffenbuttel, B.H.R. (Bruce), Meulenbelt, I. (Ingrid), Rotter, J.I. (Jerome), Spector, T.D. (Timothy), Hicks, A.A. (Andrew), Toniolo, D. (Daniela), Sanna, S. (Serena), Peeters, R.P. (Robin), and Naitza, S. (Silvia)
Published: 2013
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23 results on '"Deelen, J. (Joris)"'

1. Author Correction: Heritability estimates for 361 blood metabolites across 40 genome-wide association studies (Nature Communications, (2020), 11, 1, (39), 10.1038/s41467-019-13770-6)

2. Genome-wide Association Analysis in Humans Links Nucleotide Metabolism to Leukocyte Telomere Length

3. Heritability estimates for 361 blood metabolites across 40 genome-wide association studies

4. Mendelian randomization integrating GWAS and eQTL data reveals genetic determinants of complex and clinical traits

5. Metabolomics reveals a link between homocysteine and lipid metabolism and leukocyte telomere length: the ENGAGE consortium

6. A metabolic profile of all-cause mortality risk identified in an observational study of 44,168 individuals

7. Genome-wide association study in 79,366 European-ancestry individuals informs the genetic architecture of 25-hydroxyvitamin D levels

8. Facial Wrinkles in Europeans: A Genome-Wide Association Study

9. Autosomal genetic variation is associated with DNA methylation in regions variably escaping X-chromosome inactivation

10. Erratum to: Genetic analysis of over 1 million people identifies 535 new loci associated with blood pressure traits

11. Skewed X-inactivation is common in the general female population

12. Genome-wide analyses identify a role for SLC17A4 and AADAT in thyroid hormone regulation

13. Genome-wide identification of directed gene networks using large-scale population genomics data

14. Correction: The complex genetics of gait speed: Genome-wide metaanalysis approach [Aging, (Albany NY), 9, 1, (2017), (209-246)]doi 10.18632/aging.101151

15. Genome-wide association and functional studies identify a role for matrix Gla protein in osteoarthritis of the hand

16. Blood lipids influence DNA methylation in circulating cells

17. Age-related accrual of methylomic variability is linked to fundamental ageing mechanisms

18. To the editor: Uncompromised 10-year survival of oldest old carrying somatic mutations in DNMT3A and TET2

19. Meta-analysis of 49 549 individuals imputed with the 1000 Genomes Project reveals an exonic damaging variant in ANGPTL4 determining fasting TG levels

20. New genetic loci link adipose and insulin biology to body fat distribution

21. The impact of low-frequency and rare variants on lipid levels

22. Gene set analysis of GWAS data for human longevity highlights the relevance of the insulin/IGF-1 signaling and telomere maintenance pathways

23. A Meta-Analysis of Thyroid-Related Traits Reveals Novel Loci and Gender-Specific Differences in the Regulation of Thyroid Function

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23 results on '"Deelen, J. (Joris)"'

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