337 results on '"Borecki, I"'
Search Results
2. Genome-wide meta-analysis identifies six novel loci associated with habitual coffee consumption
- Author
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Cornelis, M C, Byrne, E M, Esko, T, Nalls, M A, Ganna, A, Paynter, N, Monda, K L, Amin, N, Fischer, K, Renstrom, F, Ngwa, J S, Huikari, V, Cavadino, A, Nolte, I M, Teumer, A, Yu, K, Marques-Vidal, P, Rawal, R, Manichaikul, A, Wojczynski, M K, Vink, J M, Zhao, J H, Burlutsky, G, Lahti, J, Mikkilä, V, Lemaitre, R N, Eriksson, J, Musani, S K, Tanaka, T, Geller, F, Luan, J, Hui, J, Mägi, R, Dimitriou, M, Garcia, M E, Ho, W-K, Wright, M J, Rose, L M, Magnusson, P K E, Pedersen, N L, Couper, D, Oostra, B A, Hofman, A, Ikram, M A, Tiemeier, H W, Uitterlinden, A G, van Rooij, F J A, Barroso, I, Johansson, I, Xue, L, Kaakinen, M, Milani, L, Power, C, Snieder, H, Stolk, R P, Baumeister, S E, Biffar, R, Gu, F, Bastardot, F, Kutalik, Z, Jacobs, Jr, D R, Forouhi, N G, Mihailov, E, Lind, L, Lindgren, C, Michaëlsson, K, Morris, A, Jensen, M, Khaw, K-T, Luben, R N, Wang, J J, Männistö, S, Perälä, M-M, Kähönen, M, Lehtimäki, T, Viikari, J, Mozaffarian, D, Mukamal, K, Psaty, B M, Döring, A, Heath, A C, Montgomery, G W, Dahmen, N, Carithers, T, Tucker, K L, Ferrucci, L, Boyd, H A, Melbye, M, Treur, J L, Mellström, D, Hottenga, J J, Prokopenko, I, Tönjes, A, Deloukas, P, Kanoni, S, Lorentzon, M, Houston, D K, Liu, Y, Danesh, J, Rasheed, A, Mason, M A, Zonderman, A B, Franke, L, Kristal, B S, Karjalainen, J, Reed, D R, Westra, H-J, Evans, M K, Saleheen, D, Harris, T B, Dedoussis, G, Curhan, G, Stumvoll, M, Beilby, J, Pasquale, L R, Feenstra, B, Bandinelli, S, Ordovas, J M, Chan, A T, Peters, U, Ohlsson, C, Gieger, C, Martin, N G, Waldenberger, M, Siscovick, D S, Raitakari, O, Eriksson, J G, Mitchell, P, Hunter, D J, Kraft, P, Rimm, E B, Boomsma, D I, Borecki, I B, Loos, R J F, Wareham, N J, Vollenweider, P, Caporaso, N, Grabe, H J, Neuhouser, M L, Wolffenbuttel, B H R, Hu, F B, Hyppönen, E, Järvelin, M-R, Cupples, L A, Franks, P W, Ridker, P M, van Duijn, C M, Heiss, G, Metspalu, A, North, K E, Ingelsson, E, Nettleton, J A, van Dam, R M, and Chasman, D I
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- 2015
- Full Text
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3. The PPAR alpha gene is associated with triglyceride, low-density cholesterol and inflammation marker response to fenofibrate intervention: the GOLDN study
- Author
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Frazier-Wood, A C, Ordovas, J M, Straka, R J, Hixson, J E, Borecki, I B, Tiwari, H K, and Arnett, D K
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- 2013
- Full Text
- View/download PDF
4. Transferability and fine-mapping of glucose and insulin quantitative trait loci across populations: CARe, the Candidate Gene Association Resource
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Liu, C. -T., Ng, M. C. Y., Rybin, D., Adeyemo, A., Bielinski, S. J., Boerwinkle, E., Borecki, I., Cade, B., Chen, Y. D. I., Djousse, L., Fornage, M., Goodarzi, M. O., Grant, S. F. A., Guo, X., Harris, T., Kabagambe, E., Kizer, J. R., Liu, Y., Lunetta, K. L., Mukamal, K., Nettleton, J. A., Pankow, J. S., Patel, S. R., Ramos, E., Rasmussen-Torvik, L., Rich, S. S., Rotimi, C. N., Sarpong, D., Shriner, D., Sims, M., Zmuda, J. M., Redline, S., Kao, W. H., Siscovick, D., Florez, J. C., Rotter, J. I., Dupuis, J., Wilson, J. G., Bowden, D. W., and Meigs, J. B.
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- 2012
- Full Text
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5. Genetic Epidemiology of the Mitsuda Reaction in Leprosy
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Feitosa, M., Krieger, H., Borecki, I., Beiguelman, B., and Rao, D.C.
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- 1996
6. Publisher Correction: Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity (Nature Genetics, (2018), 50, 1, (26-41), 10.1038/s41588-017-0011-x)
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Turcot, V., Lu, Y., Highland, H. M., Schurmann, C., Justice, A. E., Fine, R. S., Bradfield, J. P., Esko, T., Giri, A., Graff, M., Guo, X., Hendricks, A. E., Karaderi, T., Lempradl, A., Locke, A. E., Mahajan, A., Marouli, E., Sivapalaratnam, S., Young, K. L., Alfred, T., Feitosa, M. F., Masca, N. G. D., Manning, A. K., Medina-Gomez, C., Mudgal, P., M. C. Y., Ng, Reiner, A. P., Vedantam, S., Willems, S. M., Winkler, T. W., Abecasis, G., Aben, K. K., Alam, D. S., Alharthi, S. E., Marchiori, Allison, Amouyel, P., Asselbergs, F. W., Auer, P. L., Balkau, B., Bang, L. E., Barroso, I., Bastarache, L., Benn, M., Bergmann, S., Bielak, L. F., Bluher, M., Boehnke, M., Boeing, H., Boerwinkle, E., Boger, C. A., Bork-Jensen, J., Bots, M. L., Bottinger, E. P., Bowden, D. W., Brandslund, I., Breen, G., Brilliant, M. H., Broer, L., Brumat, M., Burt, A. A., Butterworth, A. S., Campbell, P. T., Cappellani, S., Carey, D. J., Catamo, E., Caulfield, M. J., Chambers, J. C., Chasman, D. I., Chen, Y. -D. I., Chowdhury, R., Christensen, C., Chu, A. Y., Cocca, M., Collins, F. S., Cook, J. P., Corley, J., Galbany, J. C., Cox, A. J., Crosslin, D. S., Cuellar-Partida, G., D'Eustacchio, A., Danesh, J., Davies, G., Bakker, P. I. W., Groot, M. C. H., Mutsert, R., Deary, I. J., Dedoussis, G., Demerath, E. W., Heijer, M., Hollander, A. I., Ruijter, H. M., Dennis, J. G., Denny, J. C., Di Angelantonio, E., Drenos, F., Du, M., Dube, M. -P., Dunning, A. M., Easton, D. F., Edwards, T. L., Ellinghaus, D., Ellinor, P. T., Elliott, P., Evangelou, E., Farmaki, A. -E., Farooqi, I. S., Faul, J. D., Fauser, S., Feng, S., Ferrannini, E., Ferrieres, J., Florez, J. C., Ford, I., Fornage, M., Franco, O. H., Franke, A., Franks, P. W., Friedrich, N., Frikke-Schmidt, R., Galesloot, T. E., Gan, W., Gandin, I., Gasparini, P., Gibson, J., Giedraitis, V., Gjesing, A. P., Gordon-Larsen, P., Gorski, M., Grabe, H. -J., Grant, S. F. A., Grarup, N., Griffiths, H. L., Grove, M. L., Gudnason, V., Gustafsson, S., Haessler, J., Hakonarson, H., Hammerschlag, A. R., Hansen, T., Harris, K. M., Harris, T. B., Hattersley, A. T., Have, C. T., Hayward, C., He, L., Heard-Costa, N. L., Heath, A. C., Heid, I. M., Helgeland, O., Hernesniemi, J., Hewitt, A. W., Holmen, O. L., Hovingh, G. K., Howson, J. M. M., Hu, Y., Huang, P. L., Huffman, J. E., Ikram, M. A., Ingelsson, E., Jackson, A. U., Jansson, J. -H., Jarvik, G. P., Jensen, G. B., Jia, Y., Johansson, S., Jorgensen, M. E., Jorgensen, T., Jukema, J. W., Kahali, B., Kahn, R. S., Kahonen, M., Kamstrup, P. R., Kanoni, S., Kaprio, J., Karaleftheri, M., Kardia, S. L. R., Karpe, F., Kathiresan, S., Kee, F., Kiemeney, L. A., Kim, E., Kitajima, H., Komulainen, P., Kooner, J. S., Kooperberg, C., Korhonen, T., Kovacs, P., Kuivaniemi, H., Kutalik, Z., Kuulasmaa, K., Kuusisto, J., Laakso, M., Lakka, T. A., Lamparter, D., Lange, E. M., Lange, L. A., Langenberg, C., Larson, E. B., Lee, N. R., Lehtimaki, T., Lewis, C. E., Li, H., Li, J., Li-Gao, R., Lin, H., Lin, K. -H., Lin, L. -A., Lin, X., Lind, L., Lindstrom, J., Linneberg, A., Liu, C. -T., Liu, D. J., Liu, Y., K. S., Lo, Lophatananon, A., Lotery, A. J., Loukola, A., Luan, J., Lubitz, S. A., Lyytikainen, L. -P., Mannisto, S., Marenne, G., Mazul, A. L., Mccarthy, M. I., McKean-Cowdin, R., Medland, S. E., Meidtner, K., Milani, L., Mistry, V., Mitchell, P., Mohlke, K. L., Moilanen, L., Moitry, M., Montgomery, G. W., Mook-Kanamori, D. O., Moore, C., Mori, T. A., Morris, A. D., Morris, A. P., Muller-Nurasyid, M., Munroe, P. B., Nalls, M. A., Narisu, N., Nelson, C. P., Neville, M., Nielsen, S. F., Nikus, K., Njolstad, P. R., Nordestgaard, B. G., Nyholt, D. R., O'Connel, J. R., O'Donoghue, M. L., Loohuis, L. M. O., Ophoff, R. A., Owen, K. R., Packard, C. J., Padmanabhan, S., Palmer, C. N. A., Palmer, N. D., Pasterkamp, G., Patel, A. P., Pattie, A., Pedersen, O., Peissig, P. L., Peloso, G. M., Pennell, C. E., Perola, M., Perry, J. A., Perry, J. R. B., Pers, T. H., Person, T. N., Peters, A., Petersen, E. R. B., Peyser, P. A., Pirie, A., Polasek, O., Polderman, T. J., Puolijoki, H., Raitakari, O. T., Rasheed, A., Rauramaa, R., Reilly, D. F., Renstrom, F., Rheinberger, M., Ridker, P. M., Rioux, J. D., Rivas, M. A., Roberts, D. J., Robertson, N. R., Robino, A., Rolandsson, O., Rudan, I., Ruth, K. S., Saleheen, D., Salomaa, V., Samani, N. J., Sapkota, Y., Sattar, N., Schoen, R. E., Schreiner, P. J., Schulze, M. B., Scott, R. A., Segura-Lepe, M. P., Shah, S. H., Sheu, W. H. -H., Sim, X., Slater, A. J., Small, K. S., Smith, A. V., Southam, L., Spector, T. D., Speliotes, E. K., Starr, J. M., Stefansson, K., Steinthorsdottir, V., Stirrups, K. E., Strauch, K., Stringham, H. M., Stumvoll, M., Sun, L., Surendran, P., Swift, A. J., Tada, H., Tansey, K. E., Tardif, J. -C., Taylor, K. D., Teumer, A., Thompson, D. J., Thorleifsson, G., Thorsteinsdottir, U., Thuesen, B. H., Tonjes, A., Tromp, G., Trompet, S., Tsafantakis, E., Tuomilehto, J., Tybjaerg-Hansen, A., Tyrer, J. P., Uher, R., Uitterlinden, A. G., Uusitupa, M., Laan, S. W., Duijn, C. M., Leeuwen, N., van Setten, J., Vanhala, M., Varbo, A., Varga, T. V., Varma, R., Edwards, D. R. V., Vermeulen, S. H., Veronesi, G., Vestergaard, H., Vitart, V., Vogt, T. F., Volker, U., Vuckovic, D., Wagenknecht, L. E., Walker, M., Wallentin, L., Wang, F., Wang, C. A., Wang, S., Wang, Y., Ware, E. B., Wareham, N. J., Warren, H. R., Waterworth, D. M., Wessel, J., White, H. D., Willer, C. J., Wilson, J. G., Witte, D. R., Wood, A. R., Wu, Y., Yaghootkar, H., Yao, J., Yao, P., Yerges-Armstrong, L. M., Young, R., Zeggini, E., Zhan, X., Zhang, W., Zhao, J. H., Zhao, W., Zhou, W., Zondervan, K. T., Rotter, J. I., Pospisilik, J. A., Rivadeneira, F., Borecki, I. B., Deloukas, P., Frayling, T. M., Lettre, G., North, K. E., Lindgren, C. M., Hirschhorn, J. N., Loos, R. J. F., Turcot, V., Lu, Y., Highland, H. M., Schurmann, C., Justice, A. E., Fine, R. S., Bradfield, J. P., Esko, T., Giri, A., Graff, M., Guo, X., Hendricks, A. E., Karaderi, T., Lempradl, A., Locke, A. E., Mahajan, A., Marouli, E., Sivapalaratnam, S., Young, K. L., Alfred, T., Feitosa, M. F., Masca, N. G. D., Manning, A. K., Medina-Gomez, C., Mudgal, P., Ng, M. C. Y., Reiner, A. P., Vedantam, S., Willems, S. M., Winkler, T. W., Abecasis, G., Aben, K. K., Alam, D. S., Alharthi, S. E., Marchiori, Allison, Amouyel, P., Asselbergs, F. W., Auer, P. L., Balkau, B., Bang, L. E., Barroso, I., Bastarache, L., Benn, M., Bergmann, S., Bielak, L. F., Bluher, M., Boehnke, M., Boeing, H., Boerwinkle, E., Boger, C. A., Bork-Jensen, J., Bots, M. L., Bottinger, E. P., Bowden, D. W., Brandslund, I., Breen, G., Brilliant, M. H., Broer, L., Brumat, M., Burt, A. A., Butterworth, A. S., Campbell, P. T., Cappellani, S., Carey, D. J., Catamo, E., Caulfield, M. J., Chambers, J. C., Chasman, D. I., Chen, Y. -D. I., Chowdhury, R., Christensen, C., Chu, A. Y., Cocca, M., Collins, F. S., Cook, J. P., Corley, J., Galbany, J. C., Cox, A. J., Crosslin, D. S., Cuellar-Partida, G., D'Eustacchio, A., Danesh, J., Davies, G., Bakker, P. I. W., Groot, M. C. H., Mutsert, R., Deary, I. J., Dedoussis, G., Demerath, E. W., Heijer, M., Hollander, A. I., Ruijter, H. M., Dennis, J. G., Denny, J. C., Di Angelantonio, E., Drenos, F., Du, M., Dube, M. -P., Dunning, A. M., Easton, D. F., Edwards, T. L., Ellinghaus, D., Ellinor, P. T., Elliott, P., Evangelou, E., Farmaki, A. -E., Farooqi, I. S., Faul, J. D., Fauser, S., Feng, S., Ferrannini, E., Ferrieres, J., Florez, J. C., Ford, I., Fornage, M., Franco, O. H., Franke, A., Franks, P. W., Friedrich, N., Frikke-Schmidt, R., Galesloot, T. E., Gan, W., Gandin, I., Gasparini, P., Gibson, J., Giedraitis, V., Gjesing, A. P., Gordon-Larsen, P., Gorski, M., Grabe, H. -J., Grant, S. F. A., Grarup, N., Griffiths, H. L., Grove, M. L., Gudnason, V., Gustafsson, S., Haessler, J., Hakonarson, H., Hammerschlag, A. R., Hansen, T., Harris, K. M., Harris, T. B., Hattersley, A. T., Have, C. T., Hayward, C., He, L., Heard-Costa, N. L., Heath, A. C., Heid, I. M., Helgeland, O., Hernesniemi, J., Hewitt, A. W., Holmen, O. L., Hovingh, G. K., Howson, J. M. M., Hu, Y., Huang, P. L., Huffman, J. E., Ikram, M. A., Ingelsson, E., Jackson, A. U., Jansson, J. -H., Jarvik, G. P., Jensen, G. B., Jia, Y., Johansson, S., Jorgensen, M. E., Jorgensen, T., Jukema, J. W., Kahali, B., Kahn, R. S., Kahonen, M., Kamstrup, P. R., Kanoni, S., Kaprio, J., Karaleftheri, M., Kardia, S. L. R., Karpe, F., Kathiresan, S., Kee, F., Kiemeney, L. A., Kim, E., Kitajima, H., Komulainen, P., Kooner, J. S., Kooperberg, C., Korhonen, T., Kovacs, P., Kuivaniemi, H., Kutalik, Z., Kuulasmaa, K., Kuusisto, J., Laakso, M., Lakka, T. A., Lamparter, D., Lange, E. M., Lange, L. A., Langenberg, C., Larson, E. B., Lee, N. R., Lehtimaki, T., Lewis, C. E., Li, H., Li, J., Li-Gao, R., Lin, H., Lin, K. -H., Lin, L. -A., Lin, X., Lind, L., Lindstrom, J., Linneberg, A., Liu, C. -T., Liu, D. J., Liu, Y., Lo, K. S., Lophatananon, A., Lotery, A. J., Loukola, A., Luan, J., Lubitz, S. A., Lyytikainen, L. -P., Mannisto, S., Marenne, G., Mazul, A. L., Mccarthy, M. I., McKean-Cowdin, R., Medland, S. E., Meidtner, K., Milani, L., Mistry, V., Mitchell, P., Mohlke, K. L., Moilanen, L., Moitry, M., Montgomery, G. W., Mook-Kanamori, D. O., Moore, C., Mori, T. A., Morris, A. D., Morris, A. P., Muller-Nurasyid, M., Munroe, P. B., Nalls, M. A., Narisu, N., Nelson, C. P., Neville, M., Nielsen, S. F., Nikus, K., Njolstad, P. R., Nordestgaard, B. G., Nyholt, D. R., O'Connel, J. R., O'Donoghue, M. L., Loohuis, L. M. O., Ophoff, R. A., Owen, K. R., Packard, C. J., Padmanabhan, S., Palmer, C. N. A., Palmer, N. D., Pasterkamp, G., Patel, A. P., Pattie, A., Pedersen, O., Peissig, P. L., Peloso, G. M., Pennell, C. E., Perola, M., Perry, J. A., Perry, J. R. B., Pers, T. H., Person, T. N., Peters, A., Petersen, E. R. B., Peyser, P. A., Pirie, A., Polasek, O., Polderman, T. J., Puolijoki, H., Raitakari, O. T., Rasheed, A., Rauramaa, R., Reilly, D. F., Renstrom, F., Rheinberger, M., Ridker, P. M., Rioux, J. D., Rivas, M. A., Roberts, D. J., Robertson, N. R., Robino, A., Rolandsson, O., Rudan, I., Ruth, K. S., Saleheen, D., Salomaa, V., Samani, N. J., Sapkota, Y., Sattar, N., Schoen, R. E., Schreiner, P. J., Schulze, M. B., Scott, R. A., Segura-Lepe, M. P., Shah, S. H., Sheu, W. H. -H., Sim, X., Slater, A. J., Small, K. S., Smith, A. V., Southam, L., Spector, T. D., Speliotes, E. K., Starr, J. M., Stefansson, K., Steinthorsdottir, V., Stirrups, K. E., Strauch, K., Stringham, H. M., Stumvoll, M., Sun, L., Surendran, P., Swift, A. J., Tada, H., Tansey, K. E., Tardif, J. -C., Taylor, K. D., Teumer, A., Thompson, D. J., Thorleifsson, G., Thorsteinsdottir, U., Thuesen, B. H., Tonjes, A., Tromp, G., Trompet, S., Tsafantakis, E., Tuomilehto, J., Tybjaerg-Hansen, A., Tyrer, J. P., Uher, R., Uitterlinden, A. G., Uusitupa, M., Laan, S. W., Duijn, C. M., Leeuwen, N., van Setten, J., Vanhala, M., Varbo, A., Varga, T. V., Varma, R., Edwards, D. R. V., Vermeulen, S. H., Veronesi, G., Vestergaard, H., Vitart, V., Vogt, T. F., Volker, U., Vuckovic, D., Wagenknecht, L. E., Walker, M., Wallentin, L., Wang, F., Wang, C. A., Wang, S., Wang, Y., Ware, E. B., Wareham, N. J., Warren, H. R., Waterworth, D. M., Wessel, J., White, H. D., Willer, C. J., Wilson, J. G., Witte, D. R., Wood, A. R., Wu, Y., Yaghootkar, H., Yao, J., Yao, P., Yerges-Armstrong, L. M., Young, R., Zeggini, E., Zhan, X., Zhang, W., Zhao, J. H., Zhao, W., Zhou, W., Zondervan, K. T., Rotter, J. I., Pospisilik, J. A., Rivadeneira, F., Borecki, I. B., Deloukas, P., Frayling, T. M., Lettre, G., North, K. E., Lindgren, C. M., Hirschhorn, J. N., and Loos, R. J. F.
- Subjects
Publisher correction - Abstract
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
- Published
- 2019
7. Genotype-by-sex interaction in the aetiology of type 2 diabetes mellitus: support for sex-specific quantitative trait loci in Hypertension Genetic Epidemiology Network participants
- Author
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Avery, C. L., Freedman, B. I., Kraja, A. T., Borecki, I. B., Miller, M. B., Pankow, J. S., Arnett, D., Lewis, C. E., Myers, R. H., Hunt, S. C., and North, K. E.
- Published
- 2006
- Full Text
- View/download PDF
8. Common variants in the 5' region of the leptin gene are associated with body mass index in men from the National Heart, Lung, and Blood Institute Family Heart Study
- Author
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Jiang, Y., Wilk, J.B., Borecki, I., Williamson, S., DeStefano, A.L., Xu, G., Liu, J., Ellison, R.C., Province, M., and Myers, R.H.
- Subjects
Obesity -- Research ,Obesity -- Growth ,Molecular genetics -- Research ,Genetic research ,Company growth ,Biological sciences - Published
- 2004
9. TOTAL ENERGY AND SATURATED FAT INTAKE MODULATE THE ASSOCIATION BETWEEN AN OBESITY GENETIC RISK SCORE AND BMI: O066
- Author
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Agustench, Casas P., Arnett, D., Smith, C., Lai, C., Parnell, L., Borecki, I., Lee, Y., and Ordovás, J.
- Published
- 2013
10. GENOME-WIDE VARIANCE CONTRIBUTION OF GENOTYPE BY ERYTHROCYTE N-3 POLYUNSATURATED FATTY ACIDS INTERACTION TO DIABETES-RELATED TRAITS: O003
- Author
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Zheng, J S., Arnett, D K., Parnell, L D., Smith, C E., Richardson, K., Li, D., Borecki, I B., Ordovás, J M., and Lai, C Q.
- Published
- 2013
11. Lipoprotein receptor-related protein 1 variants and dietary fatty acids: meta-analysis of European origin and African American studies
- Author
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Smith, C E, Ngwa, J, Tanaka, T, Qi, Q, Wojczynski, M K, Lemaitre, R N, Anderson, J S, Manichaikul, A, Mikkilä, V, van Rooij, F JA, Ye, Z, Bandinelli, S, Frazier-Wood, A C, Houston, D K, Hu, F, Langenberg, C, McKeown, N M, Mozaffarian, D, North, K E, Viikari, J, Zillikens, M C, Djoussé, L, Hofman, A, Kähönen, M, Kabagambe, E K, Loos, R JF, Saylor, G B, Forouhi, N G, Liu, Y, Mukamal, K J, Chen, Y-DI, Tsai, M Y, Uitterlinden, A G, Raitakari, O, van Duijn, C M, Arnett, D K, Borecki, I B, Cupples, L A, Ferrucci, L, Kritchevsky, S B, Lehtimäki, T, Qi, Lu, Rotter, J I, Siscovick, D S, Wareham, N J, Witteman, J CM, Ordovás, J M, and Nettleton, J A
- Published
- 2013
- Full Text
- View/download PDF
12. PNPLA3 gene-by-visceral adipose tissue volume interaction and the pathogenesis of fatty liver disease: The NHLBI Family Heart Study
- Author
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Graff, M, North, K E, Franceschini, N, Reiner, A P, Feitosa, M, Carr, J J, Gordon-Larsen, P, Wojczynski, M K, and Borecki, I B
- Published
- 2013
- Full Text
- View/download PDF
13. Segregation analysis of serum uric acid in the NHLBI Family Heart Study
- Author
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Wilk, J.B., Djousse, L., Borecki, I., Atwood, L.D., Hunt, S.C., Rich, S.S., Eckfeldt, J.H., Arnett, D.K., Rao, D.C., and Myers, R.H.
- Published
- 2000
- Full Text
- View/download PDF
14. NYD-SP18 is associated with obesity in the NHLBI Family Hearth Study
- Author
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Wilk, J B, Laramie, J M, Latourelle, J C, Williamson, S, Nagle, M W, Tobin, J E, Foster, C L, Eckfeldt, J H, Province, M A, Borecki, I B, and Myers, R H
- Published
- 2008
- Full Text
- View/download PDF
15. Familial resemblance for immunoglobulin levels
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Borecki, I. B., McGue, M., Gerrard, J. W., Lebowitz, M. D., and Rao, D. C.
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- 1994
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16. Sex-specific findings from a genome-wide linkage analysis of human fatness in non-Hispanic whites and African Americans: The HyperGEN Study CE Lewis
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Lewis, C E, North, K E, Arnett, D, Borecki, I B, Coon, H, Ellison, R C, Hunt, S C, Oberman, A, Rich, S S, Province, M A, and Miller, M B
- Published
- 2005
17. Meta-analysis of 49 549 individuals imputed with the 1000 Genomes Project reveals an exonic damaging variant in ANGPTL4 determining fasting TG levels
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van Leeuwen, E., Sabo, A., Bis, J., Huffman, J., Manichaikul, A., Smith, A., Feitosa, M., Demissie, S., Joshi, P., Duan, Q., Marten, J., van Klinken, J., Surakka, I., Nolte, I., Zhang, W., Mbarek, H., Li-Gao, R., Trompet, S., Verweij, N., Evangelou, E., Lyytikainen, L., Tayo, B., Deelen, J., van der Most, P., van der Laan, S., Arking, D., Morrison, A., Dehghan, A., Franco, O., Hofman, A., Rivadeneira, F., Sijbrands, E., Uitterlinden, A., Mychaleckyj, J., Campbell, A., Hocking, L., Padmanabhan, S., Brody, J., Rice, K., White, C., Harris, T., Isaacs, A., Campbell, H., Lange, L., Rudan, I., Kolcic, I., Navarro, P., Zemunik, T., Salomaa, V., LifeLines Cohort, S., Kooner, A., Kooner, J., Lehne, B., Scott, W., Tan, S., de Geus, E., Milaneschi, Y., Penninx, B., Willemsen, G., de Mutsert, R., Ford, I., Gansevoort, R., Segura-Lepe, M., Raitakari, O., Viikari, J., Nikus, K., Forrester, T., McKenzie, C., de Craen, A., de Ruijter, H., Group, C., Pasterkamp, G., Snieder, H., Oldehinkel, A., Slagboom, P., Cooper, R., Kahonen, M., Lehtimaki, T., Elliott, P., van der Harst, P., Jukema, J., Mook-Kanamori, D., Boomsma, D., Chambers, J., Swertz, M., Ripatti, S., Willems van Dijk, K., Vitart, V., Polasek, O., Hayward, C., Wilson, J., Gudnason, V., Rich, S., Psaty, B., Borecki, I., Boerwinkle, E., Rotter, J., Cupples, L., van Duijn, C., RS: CARIM - R1.06 - Genetic Epidemiology and Genomics of cardiovascular diseases, RS: FHML MaCSBio, Biochemie, Institute for Molecular Medicine Finland, Samuli Olli Ripatti / Principal Investigator, Clinicum, Department of Public Health, Biostatistics Helsinki, Complex Disease Genetics, Psychiatry, EMGO - Mental health, Amsterdam Neuroscience - Complex Trait Genetics, EMGO+ - Quality of Care, Biological Psychology, Nanomedicine & Drug Targeting, Life Course Epidemiology (LCE), Isotope Research, Cardiovascular Centre (CVC), Groningen Kidney Center (GKC), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Epidemiology, and Internal Medicine
- Subjects
Male ,0301 basic medicine ,Netherlands Twin Register (NTR) ,Epidemiology ,Genome-wide association study ,DISEASE ,GLUCOSE ,Genotype ,Genome-wide ,TRANSCRIPTION ,Genetics (clinical) ,GENE-EXPRESSION ,Genetics & Heredity ,Genetics ,CHREBP ,1184 Genetics, developmental biology, physiology ,Exons ,Fasting ,11 Medical And Health Sciences ,Middle Aged ,LIPID-SYNTHESIS ,3142 Public health care science, environmental and occupational health ,circulating lipid levels ,Female ,TRIGLYCERIDES ,Biology ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,Journal Article ,Angiopoietin-Like Protein 4 ,Humans ,1000 Genomes Project ,Gene ,Genetic association ,SREBP-1C ,Genome, Human ,MUTATIONS ,Lipid metabolism ,Complex traits ,06 Biological Sciences ,ELEMENT-BINDING PROTEIN ,030104 developmental biology ,Human genome ,triglycerides ,genetic ,association ,Angiopoietins ,Genome-Wide Studies ,Imputation (genetics) ,Genome-Wide Association Study ,LifeLines Cohort Study - Abstract
So far, more than 170 loci have been associated with circulating lipid levels through genome-wide 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.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.Our study resulted in the identification of five new associations with circulating lipid levels at four loci. All four loci are within genes that can be linked biologically to lipid metabolism. One of the variants, rs116843064, is a damaging missense variant within the ANGPTL4 gene.This study illustrates that GWAS with high-scale imputation may still help us unravel the biological mechanism behind circulating lipid levels.Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://www.bmj.com/company/products-services/rights-and-licensing/
- Published
- 2016
18. Genome-wide association study identifies six new loci influencing pulse pressure and mean arterial pressure
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Wain, Louise V., Verwoert, Germaine C., O'Reilly, Paul F., Shi, Gang, Johnson, Toby, Johnson, Andrew D., Bochud, Murielle, Rice, Kenneth M., Henneman, Peter, Smith, Albert V., Ehret, Georg B., Amin, Najaf, Larson, Martin G., Mooser, Vincent, Hadley, David, Dörr, Marcus, Bis, Joshua C, Aspelund, Thor, Esko, Tõnu, Janssens, A Cecile J. W., Zhao, Jing Hua, Heath, Simon, Laan, Maris, Fu, Jingyuan, Pistis, Giorgio, Luan, Jian'An, Arora, Pankaj, Lucas, Gavin, Pirastu, Nicola, Pichler, Irene, Jackson, Anne U., Webster, Rebecca J., Zhang, Feng, Peden, John F., Schmidt, Helena, Tanaka, Toshiko, Campbell, Harry, Igl, Wilmar, Milaneschi, Yuri, Hottenga, Jouke-Jan, Vitart, Veronique, Chasman, Daniel I., Trompet, Stella, Bragg-Gresham, Jennifer L., Alizadeh, Behrooz Z., Chambers, John C., Guo, Xiuqing, Lehtimäki, Terho, Kühnel, Brigitte, Lopez, Lorna M., Polašek, Ozren, Boban, Mladen, Nelson, Christopher P., Morrison, Alanna C., Pihur, Vasyl, Ganesh, Santhi K., Hofman, Albert, Kundu, Suman, Mattace-Raso, Francesco U. S., Rivadeneira, Fernando, Sijbrands, Eric J. G., Uitterlinden, Andre G., Hwang, Shih-Jen, Vasan, Ramachandran S., Wang, Thomas J., Bergmann, Sven, Vollenweider, Peter, Waeber, Gérard, Laitinen, Jaana, Pouta, Anneli, Zitting, Paavo, McArdle, Wendy L., Kroemer, Heyo K., Völker, Uwe, Völzke, Henry, Glazer, Nicole L., Taylor, Kent D., Harris, Tamara B., Alavere, Helene, Haller, Toomas, Keis, Aime, Tammesoo, Mari-Liis, Aulchenko, Yurii, Barroso, In S., Khaw, Kay-Tee, Galan, Pilar, Hercberg, Serge, Lathrop, Mark, Eyheramendy, Susana, Org, Elin, Sõber, Siim, Lu, Xiaowen, Nolte, Ilja M., Penninx, Brenda W., Corre, Tanguy, Masciullo, Corrado, Sala, Cinzia, Groop, Leif, Voight, Benjamin F, Melander, Olle, O'Donnell, Christopher J, Salomaa, Veikko, D'Adamo, Adamo Pio, Fabretto, Antonella, Faletra, Flavio, Ulivi, Sheila, Del Greco M, Fabiola, Facheris, Maurizio, Collins, Francis S., Bergman, Richard N., Beilby, John P., Hung, Joseph, Musk, A William, Mangino, Massimo, Shin, So-Youn, Soranzo, Nicole, Watkins, Hugh, Goel, Anuj, Hamsten, Anders, Gider, Pierre, Loitfelder, Marisa, Zeginigg, Marion, Hernandez, Dena, Najjar, Samer S., Navarro, Pau, Wild, Sarah H., Corsi, Anna Maria, Singleton, Andrew, De Geus, Eco J. C., Willemsen, Gonneke, Parker, Alex N., Rose, Lynda M., Buckley, Brendan, Stott, David, Orru, Marco, Uda, Manuela, Van Der Klauw, Melanie M., Zhang, Weihua, Li, Xinzhong, Scott, James, Chen, Yii-Der Ida, Burke, Gregory L, Kähönen, Mika, Viikari, Jorma, Döring, Angela, Meitinger, Thomas, Davies, Gail, Starr, John M., Emilsson, Valur, Plump, Andrew, Lindeman, Jan H., Hoen, Peter A. C. T., König, Inke R., Felix, Janine F., Clarke, Robert, Hopewell, Jemma C., Ongen, Halit, Breteler, Monique, Debette, Stéphanie, Destefano, Anita L., Fornage, Myriam, Mitchell, Gary F., Smith, Nicholas L., Holm, Hilma, Stefansson, Kari, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Samani, Nilesh J., Preuss, Michael, Rudan, Igor, Hayward, Caroline, Deary, Ian J., Wichmann, H-Erich, Raitakari, Olli T., Palmas, Walter, Kooner, Jaspal S., Stolk, Ronald P., Jukema, J Wouter, Wright, Alan F., Boomsma, Dorret I., Bandinelli, Stefania, Gyllensten, Ulf B., Wilson, James F., Ferrucci, Luigi, Schmidt, Reinhold, Farrall, Martin, Spector, Tim D., Palmer, Lyle J., Tuomilehto, Jaakko, Pfeufer, Arne, Gasparini, Paolo, Siscovick, David, Altshuler, David, Loos, Ruth J. F., Toniolo, Daniela, Snieder, Harold, Gieger, Christian, Meneton, Pierre, Wareham, Nicholas J., Oostra, Ben A., Metspalu, Andres, Launer, Lenore, Rettig, Rainer, Strachan, David P., Beckmann, Jacques S., Witteman, Jacqueline C. M., Erdmann, Jeanette, Van Dijk, Ko Willems, Boerwinkle, Eric, Boehnke, Michael, Ridker, Paul M., Jarvelin, Marjo-Riitta, Chakravarti, Aravinda, Abecasis, Goncalo R., Gudnason, Vilmundur, Newton-Cheh, Christopher, Levy, Daniel, Munroe, Patricia B., Psaty, Bruce M., Caulfield, Mark J., Rao, Dabeeru C., Tobin, Martin D., Elliott, Paul, Van Duijn, Cornelia M. McEniery CM, Wilkinson IB, Cockcroft JR, O'Shaughnessy KM, Newhouse SJ, Yasmin, Smith AV, Eiriksdottir G, Launer LJ, Sigurdsson S, Aspelund T, Gudnason V, De Bacquer D, Rietzschel ER, De Backer GG, Van Bortel L, De Buyzere ML, Segers P, Bekaert S, Gillebert TC, De Meyer T, Ferrucci L, Tanaka T, Johnson AD, Levy D, Benjamin EJ, Mitchell GF, Vita JA, Larson MG, Hamburg NM, Vasan RS, Isaacs A, Schut AF, Oostra BA, van Duijn CM, van Rijn MJ, Sie MP, Newman AB, Herrington DM, Andrews JS, Ding J, Sutton-Tyrrell KC, Harris TB, Howard TD, Liu Y, Parsa A, Shuldiner AR, McArdle PF, Gibson Q, Post WS, Dehghan A, Hofman A, Uitterlinden AG, Sijbrands EJ, Rivadeneira F, Mattace-Raso FU, Verwoert GC, Witteman JC, Scuteri A, Lakatta EG, Jewell E, Abecasis GR, Tarasov KV, Uda M, Najjar SS, Sanna S, Attwood T, Belz S, Braund P, Cambien F, Cooper J, Crisp-Hihn A, Deloukas P, Foad N, Eardman J, Goodall AH, Gracey J, Gray E, Gulde S, Gwilliams R, Heimerl S, Hengstenberg C, Jolley J, Krishnan U, Linsel-Nitschke P, Lloyd-Jones H, Lugauer I, Lundmark P, Maouche S, Moore JS, Muir D, Murray E, Nelson CP, Neudert J, Niblett D, O'Leary K, Ouwehand WH, Pollard H, Rankin A, Rice CM, Sager H, Samani NJ, Sambrook J, Schmitz G, Scholz M, Schroeder L, Schunkert H, Syvannen AC, Wallace C, Kathiresan S, Reilly MP, Erdmann J, Assimes TL, Boerwinkle E, Hall A, König IR, Laaksonen R, McPherson R, Thompson JR, Thorsteinsdottir U, Ziegler A, Absher D, Chen L, Cupples LA, Halperin E, Li M, Musunuru K, Preuss M, Schillert A, Thorleifsson G, Voight BF, Wells GA, Assime TL, Holm H, Roberts R, Stewart AF, Fortmann S, Go A, Hlatky M, Iribarren C, Knowles J, Myers R, Quertermous T, Sidney S, Risch N, Tang H, Blankenberg S, Zeller T, Wild P, Schnabel R, Sinning C, Lackner K, Tiret L, Nicaud V, Bickel C, Rupprecht HJ, Perret C, Proust C, Münzel T, Barbalic M, Bis J, Chen IY, Cupples L, Demissie-Banjaw S, Folsom A, Glazer N, Harris T, Heckbert S, Lumley T, Marciante K, Morrison A, O' Donnell CJ, Psaty BM, Rice K, Rotter JI, Siscovick DS, Smith N, Smith A, Taylor KD, van Duijn C, Volcik K, Whitteman J, Ramachandran V, Uitterlinden A, Gretarsdottir S, Gulcher JR, Kong A, Stefansson K, Thorgeirsson G, Andersen K, Fischer M, Grosshennig A, Lieb W, Stark K, Schreiber S, Wichmann HE, Aherrahrou Z, Bruse P, Doering A, Illig T, Klopp N, Loley C, Medack A, Meisinger C, Meitinger T, Nahrstedt J, Peters A, Wagner AK, Willenborg C, Böhm BO, Dobnig H, Grammer TB, Hoffmann MM, Kleber M, März W, Meinitzer A, Winkelmann BR, Pilz S, Renner W, Scharnagl H, Stojakovic T, Tomaschitz A, Winkler K, Guiducci C, Burtt N, Gabriel SB, O'Donnell CJ, Elosua R, Peltonen L, Salomaa V, Schwartz SM, Melander O, Altshuler D, Dandona S, Jarinova O, Qu L, Wilensky R, Matthai W, Hakonarson HH, Devaney J, Burnett MS, Pichard AD, Kent KM, Satler L, Lindsay JM, Waksman R, Knouff CW, Waterworth DM, Walker MC, Mooser V, Epstein SE, Rader DJ, Braund PS, Wright BJ, Balmforth AJ, Ball SG, Hall AS, Smith NL, Felix JF, Morrison AC, Demissie S, Glazer NL, Loehr LR, Rosamond WD, Bis JC, Folsom AR, Benjamin E, Aulchenko YS, Haritunians T, Couper D, Murabito J, Yang YA, Stricker BH, Gottdiener JS, Chang PP, Wang TJ, Rice KM, Heckbert SR, Fox ER, Willerson JT, Köttgen A, Pattaro C, Böger CA, Fuchsberger C, Olden M, Gao X, Yang Q, O'Connell JR, Schmidt H, Ketkar S, Hwang SJ, Teumer A, Paré G, Atkinson EJ, Lohman K, Cornelis MC, Probst-Hensch NM, Kronenberg F, Tönjes A, Hayward C, Rampersaud E, Mitchell BD, Arking DE, Struchalin M, Cavalieri M, Singleton A, Giallauria F, Metter J, de Boer IH, Siscovick D, Zillikens MC, Feitosa M, Province M, de Andrade M, Turner ST, Wild PS, Schnabel RB, Wilde S, Munzel TF, Leak TS, Koenig W, Zgaga L, Zemunik T, Kolcic I, Minelli C, Hu FB, Johansson A, Igl W, Zaboli G, Wild SH, Wright AF, Campbell H, Ellinghaus D, Imboden M, Nitsch D, Brandstätter A, Kollerits B, Kedenko L, Mägi R, Stumvoll M, Kovacs P, Boban M, Campbell S, Endlich K, Völzke H, Kroemer HK, Nauck M, Völker U, Polasek O, Vitart V, Badola S, Parker AN, Ridker PM, Kardia SL, Curhan GC, Franke A, Rochat T, Paulweber B, Prokopenko I, Wang W, Coresh J, Schmidt R, Shlipak MG, Borecki I, Krämer BK, Rudan I, Gyllensten U, Wilson JF, Pramstaller PP, Rettig R, Hastie N, Chasman DI, Kao WH, Heid IM, Fox CS, Felix SB, Watzinger N, Homuth G, Aragam J, Dörr M, Zweiker R, Lind L, Rodeheffer RJ, Greiser KH, Deckers JW, Stritzke J, Lackner KJ, Ingelsson E, Kullo I, Haerting J, Reffelmann T, Redfield MM, Werdan K, Arnett DK, Blettner M, Friedrich N, Chambers JC, Zhang W, Lord GM, van der Harst P, Lawlor DA, Sehmi JS, Gale DP, Wass MN, Ahmadi KR, Bakker SJ, Beckmann J, Bilo HJ, Bochud M, Brown MJ, Caulfield MJ, Connell JM, Cook HT, Cotlarciuc I, Davey Smith G, de Silva R, Deng G, Devuyst O, Dikkeschei LD, Dimkovic N, Dockrell M, Dominiczak A, Ebrahim S, Eggermann T, Farrall M, Floege J, Forouhi NG, Gansevoort RT, Han X, Hedblad B, Homan van der Heide JJ, Hepkema BG, Hernandez-Fuentes M, Hypponen E, Johnson T, de Jong PE, Kleefstra N, Lagou V, Lapsley M, Li Y, Loos RJ, Luan J, Luttropp K, Maréchal C, Munroe PB, Nordfors L, Penninx BW, Perucha E, Pouta A, Roderick PJ, Ruokonen A, Schalling M, Schlessinger D, Schlieper G, Seelen MA, Sjögren M, Smit JH, Snieder H, Soranzo N, Spector TD, Stenvinkel P, Sternberg MJ, Swaminathan R, Ubink-Veltmaat LJ, Vollenweider P, Waterworth D, Zerres K, Waeber G, Wareham NJ, Maxwell PH, McCarthy MI, Jarvelin MR, Lightstone L, Scott J, Navis G, Elliott P, Kooner JS., Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Life Course Epidemiology (LCE), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), University of Leicester, Department of Genetics [Leicester], Erasmus University Rotterdam, Netherlands Genomics Initiative, Department of Epidemiology and Biostatistics, School of Public Health, Zahedan University of Medical Sciences, Washington University in Saint Louis (WUSTL), Queen Mary University of London (QMUL), National Heart, Lung and Blood Institute, Partenaires INRAE, Centre Hospitalier Universitaire Vaudois (CHUV), Université de Lausanne = University of Lausanne (UNIL), Department of Biostatistics [Oslo], Institute of Basic Medical Sciences [Oslo], Faculty of Medicine [Oslo], University of Oslo (UiO)-University of Oslo (UiO)-Faculty of Medicine [Oslo], University of Oslo (UiO)-University of Oslo (UiO), Leiden University Medical Center (LUMC), Universiteit Leiden, Icelandic Heart Association, Heart Preventive Clinic and Research Institute, University of Iceland [Reykjavik], Johns Hopkins University, School of Medicine, Hôpitaux Universitaires de Genève (HUG), Department of Epidemiology, The Netherlands Cancer Institute, Department of Mathematics, Boston University [Boston] (BU), GlaxoSmithKline, Division of Community Health Sciences, St. George's, University of South Florida [Tampa] (USF), Universität Greifswald - University of Greifswald, University of Washington [Seattle], University of Tartu, Institute of Molecular and Cell Biology, Medical Research Council, Institut de Génomique, Centre National de Génotypage, Commissariat à l'énergie atomique et aux énergies alternatives (CEA), University Medical Center Groningen, Department of Genetics, University Medical Center Groningen [Groningen] (UMCG), Universita Vita Salute San Raffaele = Vita-Salute San Raffaele University [Milan, Italie] (UniSR), Massachusetts General Hospital [Boston], Centro de Regulación Genómica (CRG), Universitat Pompeu Fabra [Barcelona] (UPF), Università degli studi di Trieste = University of Trieste, Universität zu Lübeck = University of Lübeck [Lübeck], Department of Biostatistics, University of Michigan [Ann Arbor], University of Michigan System-University of Michigan System, The University of Western Australia (UWA), Department of Twin Research and Genetic Epidemiology, King's College London, London, University of Oxford, Medical University Graz, National Institute on Aging, Centre for population Health Sciences, University of Edinburgh, Uppsala University, Vrije Universiteit Amsterdam [Amsterdam] (VU), Western General Hospital, Harvard Medical School [Boston] (HMS), Brigham and Women's Hospital [Boston], University of Michigan System, University of Groningen, Ealing Hospital, School of Public Health - Department of Epidemiology and Biostatistics, Imperial College London, Medical Genetics Institute, Cedars-Sinai Medical Center, University of Tampere, German Research Center for Environmental Health - Helmholtz Center München (GmbH), Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Split, The University of Texas Health Science Center at Houston (UTHealth), Johns Hopkins University (JHU), Netherlands Consortium for Healthy Aging [Leiden, Netherlands] (NCHA), National Heart, Lung, and Blood Institute [Bethesda] (NHLBI), Swiss Institute of Bioinformatics [Lausanne] (SIB), Finnish Institute of Occupational Health, National Institute of Health and Welfare, University of Oulu, Lapland Central Hospital, University of Bristol [Bristol], Institute for Community Medicine, Unité de Recherche en Epidémiologie Nutritionnelle (UREN), Université Paris 13 (UP13)-Institut National de la Recherche Agronomique (INRA)-Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM), US National Institutes of Health, National Heart, Lung, and Blood Institute, European, Epidemiology, Internal Medicine, Public Health, Clinical Genetics, Université de Lausanne (UNIL), LeidenUniversity Medical Centre, University of Iceland, Università degli studi di Trieste, Universität zu Lübeck [Lübeck], University of Western Australia, University of Oxford [Oxford], VU University Amsterdam, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Sorbonne Paris Cité (USPC)-Université Paris 13 (UP13)-Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Institut National de la Recherche Agronomique (INRA), Vrije universiteit = Free university of Amsterdam [Amsterdam] (VU), Human genetics, Psychiatry, EMGO - Mental health, NCA - Anxiety & Depression, Epidemiology and Data Science, Medical Research Council (MRC), Louise V., Wain, Germaine C., Verwoert, Paul F., O'Reilly, Gang, Shi, Toby, Johnson, Andrew D., Johnson, Murielle, Bochud, Kenneth M., Rice, Peter, Henneman, Albert V., Smith, Georg B., Ehret, Najaf, Amin, Martin G., Larson, Vincent, Mooser, David, Hadley, Marcus, Dörr, Joshua C., Bi, Thor, Aspelund, Tõnu, Esko, A. Cecile J. W., Janssen, Jing Hua, Zhao, Simon, Heath, Maris, Laan, Jingyuan, Fu, Giorgio, Pisti, Jian'An, Luan, Pankaj, Arora, Gavin, Luca, Pirastu, Nicola, Irene, Pichler, Anne U., Jackson, Rebecca J., Webster, Feng, Zhang, John F., Peden, Helena, Schmidt, Toshiko, Tanaka, Harry, Campbell, Wilmar, Igl, Yuri, Milaneschi, Jouke Jan, Hottenga, Veronique, Vitart, Daniel I., Chasman, Stella, Trompet, Jennifer L., Bragg Gresham, Behrooz Z., Alizadeh, John C., Chamber, Xiuqing, Guo, Terho, Lehtimäki, Brigitte, Kühnel, Lorna M., Lopez, Ozren, Polašek, Mladen, Boban, Christopher P., Nelson, Alanna C., Morrison, Vasyl, Pihur, Santhi K., Ganesh, Albert, Hofman, Suman, Kundu, Francesco U. S., Mattace Raso, Fernando, Rivadeneira, Eric J. G., Sijbrand, Andre G., Uitterlinden, Shih Jen, Hwang, Ramachandran S., Vasan, Thomas J., Wang, Sven, Bergmann, Peter, Vollenweider, Gérard, Waeber, Jaana, Laitinen, Anneli, Pouta, Paavo, Zitting, Wendy L., Mcardle, Heyo K., Kroemer, Uwe, Völker, Henry, Völzke, Nicole L., Glazer, Kent D., Taylor, Tamara B., Harri, Helene, Alavere, Toomas, Haller, Aime, Kei, Mari Liis, Tammesoo, Yurii, Aulchenko, Inês, Barroso, Kay Tee, Khaw, Pilar, Galan, Serge, Hercberg, Mark, Lathrop, Susana, Eyheramendy, Elin, Org, Siim, Sõber, Xiaowen, Lu, Ilja M., Nolte, Brenda W., Penninx, Tanguy, Corre, Corrado, Masciullo, Cinzia, Sala, Leif, Groop, Benjamin F., Voight, Olle, Melander, Christopher J., O'Donnell, Veikko, Salomaa, D'Adamo, ADAMO PIO, Antonella, Fabretto, Flavio, Faletra, Sheila, Ulivi, Fabiola Del Greco, M, Maurizio, Facheri, Francis S., Collin, Richard N., Bergman, John P., Beilby, Joseph, Hung, A., William Musk, Massimo, Mangino, So Youn, Shin, Nicole, Soranzo, Hugh, Watkin, Anuj, Goel, Anders, Hamsten, Pierre, Gider, Marisa, Loitfelder, Marion, Zeginigg, Dena, Hernandez, Samer S., Najjar, Pau, Navarro, Sarah H., Wild, Anna Maria, Corsi, Andrew, Singleton, Eco J. C., de Geu, Gonneke, Willemsen, Alex N., Parker, Lynda M., Rose, Brendan, Buckley, David, Stott, Marco, Orru, Manuela, Uda, Melanie M., van der Klauw, Weihua, Zhang, Xinzhong, Li, James, Scott, Yii Der Ida, Chen, Gregory L., Burke, Mika, Kähönen, Jorma, Viikari, Angela, Döring, Thomas, Meitinger, Gail, Davie, John M., Starr, Valur, Emilsson, Andrew, Plump, Jan H., Lindeman, Peter A. C., 't Hoen, Inke R., König, Janine F., Felix, Robert, Clarke, Jemma C., Hopewell, Halit, Ongen, Monique, Breteler, Stéphanie, Debette, Anita L., Destefano, Myriam, Fornage, Gary F., Mitchell, Nicholas L., Smith, Hilma, Holm, Kari, Stefansson, Gudmar, Thorleifsson, Unnur, Thorsteinsdottir, Nilesh J., Samani, Michael, Preu, Igor, Rudan, Caroline, Hayward, Ian J., Deary, H., Erich Wichmann, Olli T., Raitakari, Walter, Palma, Jaspal S., Kooner, Ronald P., Stolk, J., Wouter Jukema, Alan F., Wright, Dorret I., Boomsma, Stefania, Bandinelli, Ulf B., Gyllensten, James F., Wilson, Luigi, Ferrucci, Reinhold, Schmidt, Martin, Farrall, Tim D., Spector, Lyle J., Palmer, Jaakko, Tuomilehto, Arne, Pfeufer, Gasparini, Paolo, David, Siscovick, David, Altshuler, Ruth J. F., Loo, Daniela, Toniolo, Harold, Snieder, Christian, Gieger, Pierre, Meneton, Nicholas J., Wareham, Ben A., Oostra, Andres, Metspalu, Lenore, Launer, Rainer, Rettig, David P., Strachan, Jacques S., Beckmann, Jacqueline C. M., Witteman, Jeanette, Erdmann, Ko Willems van, Dijk, Eric, Boerwinkle, Michael, Boehnke, Paul M., Ridker, Marjo Riitta, Jarvelin, Aravinda, Chakravarti, Goncalo R., Abecasi, Vilmundur, Gudnason, Christopher Newton, Cheh, Daniel, Levy, Patricia B., Munroe, Bruce M., Psaty, Mark J., Caulfield, Dabeeru C., Rao, Martin D., Tobin, Paul, Elliott, Cornelia M., van Duijn, Biological Psychology, Neuroscience Campus Amsterdam - Anxiety & Depression, EMGO+ - Mental Health, Wain, Louise V., Verwoert, Germaine C., O'Reilly, Paul F., Shi, Gang, Johnson, Toby, Johnson, Andrew D., Bochud, Murielle, Rice, Kenneth M., Henneman, Peter, Smith, Albert V., Ehret, Georg B., Amin, Najaf, Larson, Martin G., Mooser, Vincent, Hadley, David, Dörr, Marcu, Bis, Joshua C, Aspelund, Thor, Esko, Tõnu, Janssens, A Cecile J. 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Netherlands Twin Register (NTR) ,Linkage disequilibrium ,pulse pressure ,mean arterial pressure ,genome-wide ,[SDV]Life Sciences [q-bio] ,Genome-wide association study ,BLOOD-PRESSURE ,Blood Pressure ,030204 cardiovascular system & hematology ,Linkage Disequilibrium ,0302 clinical medicine ,RELEVANCE ,CardioGram ,Medicine and Health Sciences ,Genetics & Heredity ,ddc:616 ,Genetics ,0303 health sciences ,Genome-wide association ,11 Medical And Health Sciences ,Arteries ,ADRENERGIC-RECEPTOR TRAFFICKING ,Pulse pressure ,EchoGen consortium ,Hypertension ,HEART-FAILURE ,arterial pressure ,Case-Control Studie ,Life Sciences & Biomedicine ,Human ,circulatory and respiratory physiology ,medicine.medical_specialty ,Mean arterial pressure ,Arterie ,AortaGen Consortium ,Cardiogenics consortium ,Locus (genetics) ,Biology ,Polymorphism, Single Nucleotide ,Article ,Follow-Up Studie ,03 medical and health sciences ,Internal medicine ,medicine ,Humans ,cardiovascular diseases ,METAANALYSIS ,030304 developmental biology ,Genetic association ,Science & Technology ,HYPERTENSION ,MORTALITY ,Case-control study ,CARDIOVASCULAR-DISEASE RISK ,06 Biological Sciences ,GENE ,MICE ,Endocrinology ,Blood pressure ,CKDGen consortium ,Genetic Loci ,Case-Control Studies ,KidneyGen consortium ,CHARGE Consortium Heart Failure Working Group ,LifeLines Cohort Study ,Developmental Biology ,Follow-Up Studies ,Genome-Wide Association Study - Abstract
Les affiliations des 100 premiers auteurs sont renseignées dans la notice. Les affiliations des autres auteurs sont disponibles à la fin de la publication.; International audience; Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans(1-3). We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 x 10(-8) to P = 2.3 x 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.
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- 2016
19. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries
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DJ, Rauramaa, R, Samani, NJ, Scott, J, Shu, XO, van der Harst, P, Wagenknecht, LE, Wareham, NJ, Watkins, H, Weir, DR, Wickremasinghe, AR, Wu, TC, Zheng, W, Bouchard, C, Christensen, K, Evans, MK, Gudnason, V, Horta, BL, Kardia, SLR, Liu, YM, Pereira, AC, Psaty, BM, Ridker, PM, van Dam, RM, Gauderman, WJ, Zhu, XF, Mook, Dennis, Fornage, M, Rotimi, CN, Cupples, LA, Kelly, TN, Fox, ER, Hayward, C, Duijn, Cornelia, Tai, ES, Wong, TY, Kooperberg, C, Palmas, W, Rice, K, Morrison, AC, Elliott, P, Caulfield, MJ, Munroe, PB, Rao, DC, Province, MA, and Levy, D
- Published
- 2018
20. New genetic loci link adipose and insulin biology to body fat distribution
- Author
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Shungin, D, Winkler, T, Croteau Chonka, D, Ferreira, T, Locke, A, Mägi, R, Strawbridge, R, Pers, T, Fischer, K, Justice, A, Workalemahu, T, Wu, J, Buchkovich, M, Heard Costa, N, Roman, T, Drong, A, Song, C, Gustafsson, S, Day, F, Esko, T, Fall, T, Kutalik, Z, Luan, J, Randall, J, Scherag, A, Vedantam, S, Wood, A, Chen, J, Fehrmann, R, Karjalainen, J, Kahali, B, Liu, C, Schmidt, E, Absher, D, Amin, N, Anderson, D, Beekman, M, Bragg Gresham, J, Buyske, S, Demirkan, A, Ehret, G, Feitosa, M, Goel, A, Jackson, A, Johnson, T, Kleber, M, Kristiansson, K, Mangino, M, Leach, I, Medina Gomez, C, Palmer, C, Pasko, D, Pechlivanis, S, Peters, M, Prokopenko, I, Stanca'Kova', A, Sung, Y, Tanaka, T, Teumer, A, Van Vliet Ostaptchouk, J, Yengo, L, Zhang, W, Albrecht, E, Ärnlöv, J, Arscott, G, Bandinelli, S, Barrett, A, Bellis, C, Bennett, A, Berne, C, Blüher, M, Böhringer, S, Bonnet, F, Böttcher, Y, Bruinenberg, M, Carba, D, Caspersen, I, Clarke, R, Daw, E, Deelen, J, Deelman, E, Delgado, G, Doney, A, Eklund, N, Erdos, M, Estrada, K, Eury, E, Friedrich, N, Garcia, M, Giedraitis, V, Gigante, B, Go, A, Golay, A, Grallert, H, Grammer, T, Gräsler, J, Grewal, J, Groves, C, Haller, T, Hallmans, G, Hartman, C, Hassinen, M, Hayward, C, Heikkilä, K, Herzig, K, Helmer, Q, Hillege, H, Holmen, O, Hunt, S, Isaacs, A, Ittermann, T, James, A, Johansson, I, Juliusdottir, T, Kalafati, I, Kinnunen, L, Koenig, W, Kooner, I, Kratzer, W, Lamina, C, Leander, K, Lee, N, Lichtner, P, Lind, L, Lindström, J, Lobbens, S, Lorentzon, M, Mach, F, Magnusson, P, Mahajan, A, Mcardle, W, Menni, C, Merger, S, Mihailov, E, Milani, L, Mills, R, Moayyeri, A, Monda, K, Mooijaart, S, Mühleisen, T, Mulas, A, Müller, G, Müller Nurasyid, M, Nagaraja, R, Nalls, M, Narisu, N, Glorioso, N, Nolte, I, Olden, M, Rayner, N, Renstrom, F, Ried, J, Robertson, N, Rose, L, Sanna, S, Scharnagl, H, Scholtens, S, Sennblad, B, Seufferlein, T, Sitlani, C, Smith, A, Stirrups, K, Stringham, H, Sundström, J, Swertz, M, Swift, A, Syvänen, A, Tayo, B, Thorand, B, Thorleifsson, G, Tomaschitz, A, Troffa, C, Van Oort, F, Verweij, N, Vonk, J, Waite, L, Wennauer, R, Wilsgaard, T, Wojczynski, M, Wong, A, Zhang, Q, Zhao, J, Brennan, E, Choi, M, Eriksson, P, Folkersen, L, Franco Cereceda, A, Gharavi, A, Hedman, A, Hivert, M, Huang, J, Kanoni, S, Karpe, F, Keildson, S, Kiryluk, K, Liang, L, Lifton, R, Ma, B, Mcknight, A, Mcpherson, R, Metspalu, A, Min, J, Moffatt, M, Montgomery, G, Murabito, J, Nicholson, G, Nyholt, D, Olsson, C, Perry, J, Reinmaa, E, Salem, R, Sandholm, N, Schadt, E, Scott, R, Stolk, L, Vallejo, E, Westra, H, Zondervan, K, Amouyel, P, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Blangero, J, Brown, M, Burnier, M, Campbell, H, Chakravarti, A, Chines, P, Claudi Boehm, S, Collins, F, Crawford, D, Danesh, J, De Faire, U, De Geus, E, Dörr, M, Erbel, R, Eriksson, J, Farrall, M, Ferrannini, E, Ferrières, J, Forouhi, N, Forrester, T, Franco, O, Gansevoort, R, Gieger, C, Gudnason, V, Haiman, C, Harris, T, Hattersley, A, Heliövaara, M, Hicks, A, Hingorani, A, Hoffmann, W, Hofman, A, Homuth, G, Humphries, S, Hyppönen, E, Illig, T, Jarvelin, M, Johansen, B, Jousilahti, P, Jula, A, Kaprio, J, Kee, F, Keinanen Kiukaanniemi, S, Kooner, J, Kooperberg, C, Kovacs, P, Kraja, A, Kumari, M, Kuulasmaa, K, Kuusisto, J, Lakka, T, Langenberg, C, Le Marchand, L, Lehtimäki, T, Lyssenko, V, Männistö, S, Marette, A, Matise, T, Mckenzie, C, Mcknight, B, Musk, A, Möhlenkamp, S, Morris, A, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Palmer, L, Penninx, B, Peters, A, Pramstaller, P, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ridker, P, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schwarz, P, Shuldiner, A, Staessen, J, Steinthorsdottir, V, Stolk, R, Strauch, K, Tönjes, A, Tremblay, A, Tremoli, E, Vohl, M, Völker, U, Vollenweider, P, Wilson, J, Witteman, J, Adair, L, Bochud, M, Boehm, B, Bornstein, S, Bouchard, C, Cauchi, S, Caulfield, M, Chambers, J, Chasman, D, Cooper, R, Dedoussis, G, Ferrucci, L, Froguel, P, Grabe, H, Hamsten, A, Hui, J, Hveem, K, Jöckel, K, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, März, W, Munroe, P, Njolstad, I, Oostra, B, Pedersen, N, Perola, M, Pe'Russe, L, Peters, U, Power, C, Quertermous, T, Rauramaa, R, Rivadeneira, F, Saaristo, T, Saleheen, D, Sinisalo, J, Slagboom, P, Snieder, H, Spector, T, Thorsteinsdottir, U, Stumvoll, M, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, Van Der Harst, P, Veronesi, G, Walker, M, Wareham, N, Watkins, H, Wichmann, H, Abecasis, G, Assimes, T, Berndt, S, Boehnke, M, Borecki, I, Deloukas, P, Franke, L, Frayling, T, Groop, L, Hunter, D, Kaplan, R, O'Connell, J, Qi, L, Schlessinger, D, Strachan, D, Stefansson, K, Van Duijn, C, Willer, C, Visscher, P, Yang, J, Hirschhorn, J, Zillikens, M, Mccarthy, M, Speliotes, E, North, K, Fox, C, Barroso, I, Franks, P, Ingelsson, E, Heid, I, Loos, R, Cupples, L, Lindgren, C, Mohlke, K, Dastani, Z, Timpson, N, Yuan, X, Henneman, P, Kizer, J, Lyytikainen, L, Fuchsberger, C, Small, K, Coassin, S, Lohman, K, Pankow, J, Uh, H, Wu, Y, Bidulescu, A, Rasmussen Torvik, L, Greenwood, C, Ladouceur, M, Grimsby, J, Manning, A, Mooser, V, Kapur, K, Frants, R, Willemsvan vanDijk, K, Willems, S, Psaty, B, Tracy, R, Brody, J, Chen, I, Viikari, J, Kähönen, M, Evans, D, St Pourcain, B, Sattar, N, Carlson, O, Egan, J, van Heemst, D, Kedenko, L, Nuotio, M, Loo, B, Kanaya, A, Haun, M, Klopp, N, Katsareli, E, Couper, D, Duncan, B, Kloppenburg, M, Borja, J, Musani, S, Guo, X, Semple, R, Teslovich, T, Allison, M, Redline, S, Buxbaum, S, Meulenbelt, I, Ballantyne, C, Hu, F, Paulweber, B, Florez, J, Smith, G, Siscovick, D, Kronenberg, F, van Duijn, C, Waterworth, D, Meigs, J, Dupuis, J, Richards, J, Willenborg, C, Thompson, J, Erdmann, J, Goldstein, B, König, I, Cazier, J, Johansson, Å, Hall, A, Lee, J, Grundberg, E, Havulinna, A, Ho, W, Hopewell, J, Eriksson, N, Lundmark, P, Lyytikäinen, L, Rafelt, S, Tikkanen, E, Van Zuydam, N, Voight, B, Ziegler, A, Altshuler, D, Balmforth, A, Braund, P, Burgdorf, C, Cox, D, Dimitriou, M, Do, R, El Mokhtari, N, Fontanillas, P, Hager, J, Han, B, Kang, H, Kessler, T, Knowles, J, Kolovou, G, Langford, C, Lokki, M, Lundmark, A, Meisinger, C, Melander, O, Maouche, S, Nikus, K, Peden, J, Rasheed, A, Rosinger, S, Rubin, D, Rumpf, M, Schäfer, A, Sivananthan, M, Stewart, A, Tan, S, Thorgeirsson, G, van der Schoot, C, Wagner, P, Wells, G, Wild, P, Yang, T, Basart, H, Boerwinkle, E, Brambilla, P, Cambien, F, Cupples, A, de Faire, U, Dehghan, A, Diemert, P, Epstein, S, Evans, A, Ferrario, M, Gauguier, D, Goodall, A, Hazen, S, Holm, H, Iribarren, C, Jang, Y, Kim, H, Laaksonen, R, Ouwehand, W, Parish, S, Park, J, Rader, D, Shah, S, Stark, K, Trégouët, D, Virtamo, J, Wallentin, L, Zimmermann, M, Nieminen, M, Hengstenberg, C, Sandhu, M, Pastinen, T, Hovingh, G, Zalloua, P, Siegbahn, A, Schreiber, S, Ripatti, S, Blankenberg, S, O'Donnell, C, Reilly, M, Collins, R, Kathiresan, S, Roberts, R, Schunkert, H, Pattaro, C, Köttgen, A, Garnaas, M, Böger, C, Chen, M, Tin, A, Taliun, D, Li, M, Gao, X, Gorski, M, Yang, Q, Hundertmark, C, Foster, M, O'Seaghdha, C, Glazer, N, Struchalin, M, Li, G, Johnson, A, Gierman, H, Hwang, S, Atkinson, E, Cornelis, M, Chouraki, V, Holliday, E, Sorice, R, Deshmukh, H, Ulivi, S, Chu, A, Murgia, F, Trompet, S, Imboden, M, Kollerits, B, Pistis, G, Launer, L, Aspelund, T, Eiriksdottir, G, Mitchell, B, Schmidt, H, Cavalieri, M, Rao, M, de Andrade, M, Turner, S, Ding, J, Andrews, J, Freedman, B, Döring, A, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, H, Igl, W, Zaboli, G, Wild, S, Wright, A, Ellinghaus, D, Nöthlings, U, Jacobs, G, Biffar, R, Endlich, K, Ernst, F, Kroemer, H, Nauck, M, Stracke, S, Völzke, H, Aulchenko, Y, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, J, Ruggiero, D, Bergmann, S, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Robino, A, Giulianini, F, Krämer, B, Portas, L, Ford, I, Buckley, B, Adam, M, Thun, G, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, S, Gasparini, P, Pirastu, M, Jukema, J, Probst Hensch, N, Toniolo, D, Coresh, J, Schmidt, R, Kardia, S, Curhan, G, Gyllensten, U, Franke, A, Rettig, R, Parsa, A, Goessling, W, Kao, W, de Boer, I, Peralta, C, Akylbekova, E, Kramer, H, van der Harst, P, Arking, D, Franceschini, N, Hernandez, D, Townsend, R, Lumley, T, Kestenbaum, B, Haritunians, T, Waeber, G, Lu, X, Leak, T, Aasarød, K, Skorpen, F, Baumert, J, Devuyst, O, Mychaleckyj, J, Hallan, S, Navis, G, Shlipak, M, Bull, S, Paterson, A, Rotter, J, Beckmann, J, Dreisbach, A, Styrkarsdottir, U, Evangelou, E, Hsu, Y, Duncan, E, Ntzani, E, Oei, L, Albagha, O, Kemp, J, Koller, D, Minster, R, Vandenput, L, Willner, D, Xiao, S, Yerges Armstrong, L, Zheng, H, Alonso, N, Kammerer, C, Kaptoge, S, Leo, P, Wilson, S, Aalto, V, Alen, M, Aragaki, A, Center, J, Dailiana, Z, Duggan, D, Garcia Giralt, N, Giroux, S, Hocking, L, Husted, L, Jameson, K, Khusainova, R, Kim, G, Koromila, T, Kruk, M, Laaksonen, M, Lacroix, A, Lee, S, Leung, P, Lewis, J, Masi, L, Mencej Bedrac, S, Nguyen, T, Nogues, X, Patel, M, Prezelj, J, Scollen, S, Siggeirsdottir, K, Svensson, O, Trummer, O, van Schoor, N, Woo, J, Zhu, K, Balcells, S, Brandi, M, Cheng, S, Christiansen, C, Cooper, C, Frost, M, Goltzman, D, González Macías, J, Karlsson, M, Khusnutdinova, E, Koh, J, Kollia, P, Langdahl, B, Leslie, W, Lips, P, Ljunggren, Ö, Lorenc, R, Marc, J, Mellström, D, Obermayer Pietsch, B, Olmos, J, Pettersson Kymmer, U, Reid, D, Riancho, J, Rousseau, F, Tang, N, Urreizti, R, Van Hul, W, Zarrabeitia, M, Castano Betancourt, M, Herrera, L, Ingvarsson, T, Johannsdottir, H, Kwan, T, Li, R, Luben, R, Medina Gómez, C, Palsson, S, Reppe, S, Sigurdsson, G, van Meurs, J, Verlaan, D, Williams, F, Zhou, Y, Gautvik, K, Raychaudhuri, S, Cauley, J, Clark, G, Cummings, S, Danoy, P, Dennison, E, Eastell, R, Eisman, J, Jackson, R, Jones, G, Khaw, K, Mccloskey, E, Nandakumar, K, Peacock, M, Pols, H, Prince, R, Reid, I, Robbins, J, Sambrook, P, Sham, P, Tylavsky, F, Econs, M, Kung, A, Reeve, J, 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- 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, we conducted genome-wide association meta-analyses of waist and hip circumference-related traits in up to 224,459 individuals. We identified 49 loci (33 new) associated with waist-to-hip ratio adjusted for body mass index (WHRadjBMI) and an additional 19 loci newly associated with related waist and hip circumference measures (P<5×10-8). Twenty of the 49 WHRadjBMI loci showed significant sexual dimorphism, 19 of which displayed 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
21. Genetic studies of body mass index yield new insights for obesity biology
- Author
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Locke, A, Kahali, B, Berndt, S, Justice, A, Pers, T, Day, F, Powell, C, Vedantam, S, Buchkovich, M, Yang, J, Croteau-Chonka, D, Esko, T, Fall, T, Ferreira, T, Gustafsson, S, Kutalik, Z, Luan, J, Magi, R, Randall, J, Winkler, T, Wood, A, Workalemahu, T, Faul, J, Smith, J, Zhao, J, Zhao, W, Chen, J, Fehrmann, R, Hedman, A, Karjalainen, J, Schmidt, E, Absher, D, Amin, N, Anderson, D, Beekman, M, Bolton, J, Bragg-Gresham, J, Buyske, S, Demirkan, A, Deng, G, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Goel, A, Gong, J, Jackson, A, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Mangino, M, Leach, I, Medina-Gomez, C, Medland, S, Nalls, M, Palmer, C, Pasko, D, Pechlivanis, S, Peters, M, Prokopenko, I, Shungin, D, Stancakova, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, van der Laan, S, van Setten, J, Van Vliet-Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Isaacs, A, Albrecht, E, Arnlov, J, Arscott, G, Attwood, A, Bandinelli, S, Barrett, A, Bas, I, Bellis, C, Bennett, A, Berne, C, Blagieva, R, Bluher, M, Bohringer, S, Bonnycastle, L, Bottcher, Y, Boyd, H, Bruinenberg, M, Caspersen, I, Chen, Y, Clarke, R, Daw, E, de Craen, A, Delgado, G, Dimitriou, M, Doney, A, Eklund, N, Estrada, K, Eury, E, Folkersen, L, Fraser, R, Garcia, M, Geller, F, Giedraitis, V, Gigante, B, Go, A, Golay, A, Goodall, A, Gordon, S, Gorski, M, Grabe, H, Grallert, H, Grammer, T, Grassler, J, Gronberg, H, Groves, C, Gusto, G, Haessler, J, Hall, P, Haller, T, Hallmans, G, Hartman, C, Hassinen, M, Hayward, C, Heard-Costa, N, Helmer, Q, Hengstenberg, C, Holmen, O, Hottenga, J, James, A, Jeff, J, Johansson, A, Jolley, J, Juliusdottir, T, Kinnunen, L, Koenig, W, Koskenvuo, M, Kratzer, W, Laitinen, J, Lamina, C, Leander, K, Lee, N, Lichtner, P, Lind, L, Lindstrom, J, Lo, K, Lobbens, S, Lorbeer, R, Lu, Y, Mach, F, Magnusson, P, Mahajan, A, Mcardle, W, Mclachlan, S, Menni, C, Merger, S, Mihailov, E, Milani, L, Moayyeri, A, Monda, K, Morken, M, Mulas, A, Muller, G, Muller-Nurasyid, M, Musk, A, Nagaraja, R, Nothen, M, Nolte, I, Pilz, S, Rayner, N, Renstrom, F, Rettig, R, Ried, J, Ripke, S, Robertson, N, Rose, L, Sanna, S, Scharnagl, H, Scholtens, S, Schumacher, F, Scott, W, Seufferlein, T, Shi, J, Smith, A, Smolonska, J, Stanton, A, Steinthorsdottir, V, Stirrups, K, Stringham, H, Sundstrom, J, Swertz, M, Swift, A, Syvanen, A, Tan, S, Tayo, B, Thorand, B, Thorleifsson, G, Tyrer, J, Uh, H, Vandenput, L, Verhulst, F, Vermeulen, S, Verweij, N, Vonk, J, Waite, L, Warren, H, Waterworth, D, Weedon, M, Wilkens, L, Willenborg, C, Wilsgaard, T, Wojczynski, M, Wong, A, Wright, A, Zhang, Q, Brennan, E, Choi, M, Dastani, Z, Drong, A, Eriksson, P, Franco-Cereceda, A, Gadin, J, Gharavi, A, Goddard, M, Handsaker, R, Huang, J, Karpe, F, Kathiresan, S, Keildson, S, Kiryluk, K, Kubo, M, Lee, J, Liang, L, Lifton, R, Ma, B, Mccarroll, S, Mcknight, A, Min, J, Moffatt, M, Montgomery, G, Murabito, J, Nicholson, G, Nyholt, D, Okada, Y, Perry, J, Dorajoo, R, Reinmaa, E, Salem, R, Sandholm, N, Scott, R, Stolk, L, Takahashi, A, Van't Hooft, F, Vinkhuyzen, A, Westra, H, Zheng, W, Zondervan, K, Heath, A, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Blangero, J, Bovet, P, Campbell, H, Caulfield, M, Cesana, G, Chakravarti, A, Chasman, D, Chines, P, Collins, F, Crawford, D, Cupples, L, Cusi, D, Danesh, J, de Faire, U, Den Ruijter, H, Dominiczak, A, Erbel, R, Erdmann, J, Eriksson, J, Farrall, M, Felix, S, Ferrannini, E, Ferrieres, J, Ford, I, Forouhi, N, Forrester, T, Franco, O, Gansevoort, R, Gejman, P, Gieger, C, Gottesman, O, Gudnason, V, Gyllensten, U, Hall, A, Harris, T, Hattersley, A, Hicks, A, Hindorff, L, Hingorani, A, Hofman, A, Homuth, G, Hovingh, G, Humphries, S, Hunt, S, Hypponen, E, Illig, T, Jacobs, K, Jarvelin, M, Jockel, K, Johansen, B, Jousilahti, P, Jukema, J, Jula, A, Kaprio, J, Kastelein, J, Keinanen-Kiukaanniemi, S, Kiemeney, L, Knekt, P, Kooner, J, Kooperberg, C, Kovacs, P, Kraja, A, Kumari, M, Kuusisto, J, Lakka, T, Langenberg, C, Marchand, L, Lehtimaki, T, Lyssenko, V, Mannisto, S, Marette, A, Matise, T, Mckenzie, C, Mcknight, B, Moll, F, Morris, A, Murray, J, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Madden, P, Pasterkamp, G, Peden, J, Peters, A, Postma, D, Pramstaller, P, Price, J, Qi, L, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ridker, P, Rioux, J, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schunkert, H, Schwarz, P, Sever, P, Shuldiner, A, Sinisalo, J, Stolk, R, Strauch, K, Tonjes, A, Tregouet, D, Tremblay, A, Tremoli, E, Virtamo, J, Vohl, M, Volker, U, Waeber, G, Willemsen, G, Witteman, J, Zillikens, M, Adair, L, Amouyel, P, Asselbergs, F, Assimes, T, Bochud, M, Boehm, B, Boerwinkle, E, Bornstein, S, Bottinger, E, Bouchard, C, Cauchi, S, Chambers, J, Chanock, S, Cooper, R, de Bakker, P, Dedoussis, G, Ferrucci, L, Franks, P, Froguel, P, Groop, L, Haiman, C, Hamsten, A, Hui, J, Hunter, D, Hveem, K, Kaplan, R, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, Martin, N, Marz, W, Melbye, M, Metspalu, A, Moebus, S, Munroe, P, Njolstad, I, Oostra, B, Pedersen, N, Perola, M, Perusse, L, Peters, U, Power, C, Quertermous, T, Rauramaa, R, Rivadeneira, F, Saaristo, T, Saleheen, D, Sattar, N, Schadt, E, Schlessinger, D, Slagboom, P, Snieder, H, Spector, T, Thorsteinsdottir, U, Stumvoll, M, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, van der Harst, P, Walker, M, Wallaschofski, H, Wareham, N, Watkins, H, Weir, D, Wichmann, H, Wilson, J, Zanen, P, Borecki, I, Deloukas, P, Fox, C, Heid, I, O'Connell, J, Strachan, D, Stefansson, K, van Duijn, C, Abecasis, G, Franke, L, Frayling, T, Mccarthy, M, Visscher, P, Scherag, A, Willer, C, Boehnke, M, Mohlke, K, Lindgren, C, Beckmann, J, Barroso, I, North, K, Ingelsson, E, Hirschhorn, J, Loos, R, Speliotes, E, Thompson, J, Goldstein, B, Konig, I, Cazier, J, Grundberg, E, Havulinna, A, Ho, W, Hopewell, J, Eriksson, N, Lundmark, P, Lyytikainen, L, Rafelt, S, Tikkanen, E, Van Zuydam, N, Voight, B, Ziegler, A, Altshuler, D, Balmforth, A, Braund, P, Burgdorf, C, Claudi-Boehm, S, Cox, D, Do, R, El Mokhtari, N, Fontanillas, P, Hager, J, Han, B, Kang, H, Kessler, T, Knowles, J, Kolovou, G, Langford, C, Lokki, M, Lundmark, A, Meisinger, C, Melander, O, Maouche, S, Nikus, K, Rasheed, A, Rosinger, S, Rubin, D, Rumpf, M, Schafer, A, Sivananthan, M, Song, C, Stewart, A, Thorgeirsson, G, van der Schoot, C, Wagner, P, Wells, G, Wild, P, Tsun-Po, Y, Basart, H, Brambilla, P, Cambien, F, Cupples, A, Dehghan, A, Diemert, P, Epstein, S, Evans, A, Ferrario, M, Gauguier, D, Hazen, S, Holm, H, Iribarren, C, Jang, Y, Kahonen, M, Kee, F, Kim, H, Klopp, N, Kuulasmaa, K, Laaksonen, R, Ouwehand, W, Parish, S, Park, J, Rader, D, Shah, S, Stark, K, Wallentin, L, Zimmermann, M, Nieminen, M, Sandhu, M, Pastinen, T, Zalloua, P, Siegbahn, A, Schreiber, S, Ripatti, S, Blankenberg, S, O'Donnell, C, Reilly, M, Collins, R, Roberts, R, Pattaro, C, Kottgen, A, Garnaas, M, Boger, C, Fuchsberger, C, Olden, M, Chen, M, Tin, A, Taliun, D, Li, M, Gao, X, Yang, Q, Hundertmark, C, Foster, M, O'Seaghdha, C, Glazer, N, Liu, C, Struchalin, M, Li, G, Johnson, A, Gierman, H, Hwang, S, Atkinson, E, Lohman, K, Cornelis, M, Chouraki, V, Holliday, E, Sorice, R, Deshmukh, H, Ulivi, S, Chu, A, Murgia, F, Imboden, M, Kollerits, B, Pistis, G, Launer, L, Aspelund, T, Eiriksdottir, G, Mitchell, B, Schmidt, H, Cavalieri, M, Rao, M, Hu, F, de Andrade, M, Turner, S, Ding, J, Andrews, J, Freedman, B, Doring, A, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, H, Igl, W, Zaboli, G, Wild, S, Ellinghaus, D, Nothlings, U, Jacobs, G, Biffar, R, Endlich, K, Ernst, F, Kroemer, H, Nauck, M, Stracke, S, Volzke, H, Aulchenko, Y, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, J, Ruggiero, D, Bergmann, S, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Robino, A, Giulianini, F, Kramer, B, Portas, L, Buckley, B, Adam, M, Thun, G, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, S, Vollenweider, P, Gasparini, P, Pirastu, M, Probst-Hensch, N, Kronenberg, F, Toniolo, D, Coresh, J, Schmidt, R, Siscovick, D, Kardia, S, Curhan, G, Franke, A, Parsa, A, Goessling, W, Kao, W, de Boer, I, Peralta, C, Akylbekova, E, Kramer, H, Arking, D, Franceschini, N, Egan, J, Hernandez, D, Townsend, R, Lumley, T, Psaty, B, Kestenbaum, B, Haritunians, T, Mooser, V, Florez, J, Meigs, J, Lu, X, Leak, T, Aasarod, K, Skorpen, F, Baumert, J, Devuyst, O, Mychaleckyj, J, Kedenko, L, Coassin, S, Hallan, S, Navis, G, Shlipak, M, Bull, S, Paterson, A, Rotter, J, Dreisbach, A, Anderson, C, Guo, Q, Henders, A, Lambert, A, Lee, S, Kraft, P, Kennedy, S, Macgregor, S, Missmer, S, Painter, J, Roseman, F, Treloar, S, Wallace, L, Forsblom, C, Isakova, T, Mckay, G, Williams, W, Sadlier, D, Makinen, V, Swan, E, Boright, A, Ahlqvist, E, Keller, B, Huang, H, Ahola, A, Fagerholm, E, Gordin, D, Harjutsalo, V, He, B, Heikkila, O, Hietala, K, Kyto, J, Lahermo, P, Lehto, M, Osterholm, A, Parkkonen, M, Pitkaniemi, J, Rosengard-Barlund, M, Saraheimo, M, Sarti, C, Soderlund, J, Soro-Paavonen, A, Syreeni, A, Thorn, L, Tikkanen, H, Tolonen, N, Tryggvason, K, Waden, J, Gill, G, Prior, S, Guiducci, C, Mirel, D, Taylor, A, Hosseini, M, Parving, H, Rossing, P, Tarnow, L, Ladenvall, C, Alhenc-Gelas, F, Lefebvre, P, Rigalleau, V, Roussel, R, Maestroni, A, Maestroni, S, Falhammar, H, Gu, T, Mollsten, A, Cimponeriu, D, Mihai, I, Mota, M, Mota, E, Serafinceanu, C, Stavarachi, M, Hanson, R, Nelson, R, Kretzler, M, Panduru, N, Gu, H, Brismar, K, Zerbini, G, Hadjadj, S, Marre, M, Lajer, M, Waggott, D, Savage, D, Bain, S, Martin, F, Godson, C, Groop, P, Maxwell, A, Sengupta, S, Peloso, G, Ganna, A, Mora, S, Chang, H, Den Hertog, H, Donnelly, L, Freitag, D, Gurdasani, D, Heikkila, K, Johnson, T, Kaakinen, M, Kettunen, J, Li, X, Montasser, M, Petersen, A, Saxena, R, Service, S, Sidore, C, Surakka, I, Teslovich, T, Van den Herik, E, Volcik, K, Wu, Y, Asiki, G, Been, L, Burnett, M, Elliott, P, Eyjolfsson, G, Goodarzi, M, Gravito, M, Hartikainen, A, Hung, Y, Jones, M, Kaleebu, P, Khaw, K, Kim, E, Komulainen, P, Lin, S, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Ruokonen, A, Seeley, J, Silander, K, Tiret, L, van Pelt, L, Wainwright, N, Wijmenga, C, Young, E, Bennett, F, Boomsma, D, Burnier, M, Feranil, A, Freimer, N, Hsiung, C, Kesaniemi, A, Koudstaal, P, Krauss, R, Kyvik, K, Meneton, P, Moilanen, L, Sanghera, D, Sheu, W, Whitfield, J, Wolffenbuttel, B, Ordovas, J, Rich, S, Johnson, L, Larson, M, Levy, D, Newton-Cheh, C, O'Reilly, P, Palmas, W, Rice, K, Snider, H, Tobin, M, Verwoert, G, Pihur, V, Heath, S, Sober, S, Arora, P, Zhang, F, Lucas, G, Milaneschi, Y, Parker, A, Fava, C, Fox, E, Go, M, Sjogren, M, Vinay, D, Alexander, M, Tabara, Y, Shaw-Hawkins, S, Whincup, P, Shi, G, Seielstad, M, Sim, X, Nguyen, K, Matullo, G, Gaunt, T, Onland-Moret, N, Cooper, M, Platou, C, Org, E, Hardy, R, Dahgam, S, Palmen, J, Kuznetsova, T, Uiterwaal, C, Adeyemo, A, Ludwig, B, Tomaszewski, M, Tzoulaki, I, Palmer, N, Chang, Y, Steinle, N, Grobbee, D, Morrison, A, Najjar, S, Hadley, D, Brown, M, Connell, J, Day, I, Lawlor, D, Lawrence, R, Ongen, H, Li, Y, Young, J, Bis, J, Chaturvedi, N, Islam, M, Jafar, T, Kulkarni, S, Howard, P, Guarrera, S, Ricceri, F, Emilsson, V, Plump, A, Weder, A, Sun, Y, Scott, L, Peltonen, L, Vartiainen, E, Brand, S, Staessen, J, Wang, T, Burton, P, Artigas, M, Dong, Y, Wang, X, Zhu, H, Rudock, M, Heckbert, S, Smith, N, Wiggins, K, Doumatey, A, Shriner, D, Veldre, G, Viigimaa, M, Kinra, S, Prabhakaran, D, Tripathy, V, Langefeld, C, Rosengren, A, Thelle, D, Corsi, A, Singleton, A, Hilton, G, Salako, T, Iwai, N, Kita, Y, Ogihara, T, Ohkubo, T, Okamura, T, Ueshima, H, Umemura, S, Eyheramendy, S, Meitinger, T, Cho, Y, Scott, J, Sehmi, J, Hedblad, B, Nilsson, P, Smith, G, Raffel, L, Yao, J, Schwartz, S, Ikram, M, W, L, Mosley, T, Seshadri, S, Shrine, N, Wain, L, Zitting, P, Cooper, J, van Gilst, W, Janipalli, C, Mani, K, Yajnik, C, Mattace-Raso, F, Lakatta, E, Orru, M, Scuteri, A, Ala-Korpela, M, Kangas, A, Soininen, P, Tukiainen, T, Wurtz, P, Ong, R, Dorr, M, Galan, P, Hercberg, S, Lathrop, M, Zelenika, D, Zhai, G, Meschia, J, Sharma, P, Terzic, J, Kumar, M, Denniff, M, Zukowska-Szczechowska, E, Wagenknecht, L, Fowkes, F, Charchar, F, Guo, X, Rotimi, C, Bots, M, Brand, E, Talmud, P, Nyberg, F, Laan, M, Palmer, L, van der Schouw, Y, Casas, J, Vineis, P, Ganesh, S, Wong, T, Tai, E, Morris, R, Marmot, M, Miki, T, Chandak, G, Zhu, X, Elosua, R, Soranzo, N, Sijbrands, E, Uda, M, Vasan, R, Alizadeh, B, de Boer, R, Boezen, H, Hillege, H, van der Klauw, M, Ormel, J, Rosmalen, J, Slaets, J, Lagou, V, Welch, R, Wheeler, E, Rehnberg, E, Rasmussen-Torvik, L, Lecoeur, C, Johnson, P, Sennblad, B, Salo, P, Timpson, N, Evans, D, St Pourcain, B, Bielak, L, Horikoshi, M, Navarro, P, Raychaudhuri, S, Chen, H, Rybin, D, Willems, S, Song, K, An, P, Marullo, L, Jansen, H, Pankow, J, Edkins, S, Varga, T, Oksa, H, Antonella, M, Kong, A, Herder, C, Antti, J, Small, K, Miljkovic, I, Atalay, M, Kiess, W, Smit, J, Campbell, S, Fowkes, G, Rathmann, W, Maerz, W, Watanabe, R, de Geus, E, Penninx, B, Toenjes, A, Peyser, P, Korner, A, Dupuis, J, Cucca, F, Balkau, B, Bouatia-Naji, N, Purcell, S, Musunuru, K, Ardissino, D, Mannucci, P, Anand, S, Engert, J, Morgan, T, Spertus, J, Stoll, M, Girelli, D, Mckeown, P, Patterson, C, Merlini, P, Berzuini, C, Bernardinelli, L, Peyvandi, F, Tubaro, M, Celli, P, Fetiveau, R, Marziliano, N, Casari, G, Galli, M, Ribichini, F, Rossi, M, Bernardi, F, Zonzin, P, Piazza, A, Yee, J, Friedlander, Y, Marrugat, J, Subirana, I, Sala, J, Ramos, R, Williams, G, Nathan, D, Macrae, C, Berglund, G, Asselta, R, Duga, S, Spreafico, M, Daly, M, Nemesh, J, Korn, J, Surti, A, Gianniny, L, Parkin, M, Burtt, N, Gabriel, S, Wright, B, Ball, S, Schunkert, I, Linsel-Nitschke, P, Lieb, W, Fischer, M, Grosshennig, A, Preuss, M, Scholz, M, Chen, Z, Wilensky, R, Matthai, W, Qasim, A, Hakonarson, H, Devaney, J, Pichard, A, Kent, K, Satler, L, Lindsay, J, Waksman, R, Knouff, C, Scheffold, T, Berger, K, Huge, A, Martinelli, N, Olivieri, O, Corrocher, R, Xie, C, Ahmadi, K, Ainali, C, Bataille, V, Bell, J, Buil, A, Dermitzakis, E, Dimas, A, Durbin, R, Glass, D, Hassanali, N, Ingle, C, Knowles, D, Krestyaninova, M, Lowe, C, Meduri, E, Di Meglio, P, Montgomery, S, Nestle, F, Nica, A, Nisbet, J, O'Rahilly, S, Parts, L, Potter, S, Sekowska, M, Shin, S, Surdulescu, G, Travers, M, Tsaprouni, L, Tsoka, S, Wilk, A, Yang, T, Higashio, J, Williams, R, Nato, A, Ambite, J, Deelman, E, Manolio, T, Heiss, G, Taylor, K, Avery, C, Graff, M, Lin, D, Quibrera, M, Cochran, B, Kao, L, Umans, J, Cole, S, Maccluer, J, Person, S, Gross, M, Fornage, M, Durda, P, Jenny, N, Patsy, B, Arnold, A, Buzkova, P, Haines, J, Murdock, D, Glenn, K, Brown-Gentry, K, Thornton-Wells, T, Dumitrescu, L, Bush, W, Mitchell, S, Goodloe, R, Wilson, S, Boston, J, Malinowski, J, Restrepo, N, Oetjens, M, Fowke, J, Spencer, K, Pendergrass, S, Le Marchand, L, Park, L, Tiirikainen, M, Kolonel, L, Cheng, I, Wang, H, Shohet, R, Stram, D, Henderson, B, Monroe, K, Anderson, G, Carlson, C, Prentice, R, Lacroix, A, Wu, C, Carty, C, Rosse, S, Young, A, Kocarnik, J, Lin, Y, Jackson, R, Duggan, D, Kuller, L, He, C, Sulem, P, Barbalic, M, Broer, L, Byrne, E, Gudbjartsson, D, Mcardle, P, Porcu, E, van Wingerden, S, Zhuang, W, Lauc, L, Broekmans, F, Burri, A, Chen, C, Corre, T, Coviello, A, D'Adamo, P, Davies, G, Deary, I, Ebrahim, S, Fauser, B, Ferreli, L, Folsom, A, Hankinson, S, Hass, M, Janssens, A, Karasik, D, Keyzer, J, Kiel, D, Lahti, J, Lai, S, Laisk, T, Laven, J, Liu, J, Lopez, L, Louwers, Y, Marongiu, M, Klaric, I, Masciullo, C, Melzer, D, Newman, A, Pare, G, Peeters, P, Pop, V, Raikkonen, K, Salumets, A, Stacey, S, Starr, J, Stathopoulou, M, Styrkarsdottir, U, Tenesa, A, Tryggvadottir, L, Tsui, K, van Dam, R, van Gils, C, van Nierop, P, Vink, J, Voorhuis, M, Widen, E, Wijnands-Van Gent, C, Yerges-Armstrong, L, Zgaga, L, Zygmunt, M, Buring, J, 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E., Kahali B., Berndt S. I., Justice A. E., Pers T. H., Day F. R., Powell C., Vedantam S., Buchkovich M. L., Yang J., Croteau-Chonka D. C., Esko T., Fall T., Ferreira T., Gustafsson S., Kutalik Z., Luan J., Magi R., Randall J. C., Winkler T. W., Wood A. R., Workalemahu T., Faul J. D., Smith J. A., Zhao J. H., Zhao W., Chen J., Fehrmann R., Hedman A. K., Karjalainen J., Schmidt E. M., Absher D., Amin N., Anderson D., Beekman M., Bolton J. L., Bragg-Gresham J. L., Buyske S., Demirkan A., Deng G., Ehret G. B., Feenstra B., Feitosa M. F., Fischer K., Goel A., Gong J., Jackson A. U., Kanoni S., Kleber M. E., Kristiansson K., Lim U., Lotay V., Mangino M., Leach I. M., Medina-Gomez C., Medland S. E., Nalls M. A., Palmer C. D., Pasko D., Pechlivanis S., Peters M. J., Prokopenko I., Shungin D., Stancakova A., Strawbridge R. J., Sung Y. J., Tanaka T., Teumer A., Trompet S., van der Laan S. W., van Setten J., Van Vliet-Ostaptchouk J. V., Wang Z., Yengo L., Zhang W., Isaacs A., Albrecht E., Arnlov J., Arscott G. M., Attwood A. P., Bandinelli S., Barrett A., Bas I. N., Bellis C., Bennett A. J., Berne C., Blagieva R., Bluher M., Bohringer S., Bonnycastle L. L., Bottcher Y., Boyd H. A., Bruinenberg M., Caspersen I. H., Chen Y. I., Clarke R., Daw E. W., de Craen A. J. M., Delgado G., Dimitriou M., Doney A. S. F., Eklund N., Estrada K., Eury E., Folkersen L., Fraser R. M., Garcia M. E., Geller F., Giedraitis V., Gigante B., Go A. S., Golay A., Goodall A. H., Gordon S. D., Gorski M., Grabe H. J., Grallert H., Grammer T. B., Grassler J., Gronberg H., Groves C. J., Gusto G., Haessler J., Hall P., Haller T., Hallmans G., Hartman C. A., Hassinen M., Hayward C., Heard-Costa N. L., Helmer Q., Hengstenberg C., Holmen O., Hottenga J. J., James A. L., Jeff J. M., Johansson A., Jolley J., Juliusdottir T., Kinnunen L., Koenig W., Koskenvuo M., Kratzer W., Laitinen J., Lamina C., Leander K., Lee N. R., Lichtner P., Lind L., Lindstrom J., Lo K. S., Lobbens S., Lorbeer R., Lu Y., Mach F., Magnusson P. K. E., Mahajan A., McArdle W. L., McLachlan S., Menni C., Merger S., Mihailov E., Milani L., Moayyeri A., Monda K. L., Morken M. A., Mulas A., Muller G., Muller-Nurasyid M., Musk A. W., Nagaraja R., Nothen M. M., Nolte I. M., Pilz S., Rayner N. W., Renstrom F., Rettig R., Ried J. S., Ripke S., Robertson N. R., Rose L. M., Sanna S., Scharnagl H., Scholtens S., Schumacher F. R., Scott W. R., Seufferlein T., Shi J., Smith A. V., Smolonska J., Stanton A. V., Steinthorsdottir V., Stirrups K., Stringham H. M., Sundstrom J., Swertz M. A., Swift A. J., Syvanen A. C., Tan S. T., Tayo B. O., Thorand B., Thorleifsson G., Tyrer J. P., Uh H. W., Vandenput L., Verhulst F. C., Vermeulen S. H., Verweij N., Vonk J. M., Waite L. L., Warren H. R., Waterworth D., Weedon M. N., Wilkens L. R., Willenborg C., Wilsgaard T., Wojczynski M. K., Wong A., Wright A. F., Zhang Q., Brennan E. P., Choi M., Dastani Z., Drong A. W., Eriksson P., Franco-Cereceda A., Gadin J. R., Gharavi A. G., Goddard M. E., Handsaker R. E., Huang J., Karpe F., Kathiresan S., Keildson S., Kiryluk K., Kubo M., Lee J. Y., Liang L., Lifton R. P., Ma B., McCarroll S. A., McKnight A. J., Min J. L., Moffatt M. F., Montgomery G. W., Murabito J. M., Nicholson G., Nyholt D. R., Okada Y., Perry J. R. B., Dorajoo R., Reinmaa E., Salem R. M., Sandholm N., Scott R. A., Stolk L., Takahashi A., Van't Hooft F. M., Vinkhuyzen A. A. E., Westra H. J., Zheng W., Zondervan K. T., Heath A. C., Arveiler D., Bakker S. J. L., Beilby J., Bergman R. N., Blangero J., Bovet P., Campbell H., Caulfield M. J., Cesana G., Chakravarti A., Chasman D. I., Chines P. S., Collins F. S., Crawford D. C., Cupples L. A., Cusi D., Danesh J., de Faire U., Den Ruijter H. M., Dominiczak A. F., Erbel R., Erdmann J., Eriksson J. G., Farrall M., Felix S. B., Ferrannini E., Ferrieres J., Ford I., Forouhi N. G., Forrester T., Franco O. H., Gansevoort R. T., Gejman P. V., Gieger C., Gottesman O., Gudnason V., Gyllensten U., Hall A. S., Harris T. B., Hattersley A. T., Hicks A. A., Hindorff L. A., Hingorani A. D., Hofman A., Homuth G., Hovingh G. K., Humphries S. E., Hunt S. C., Hypponen E., Illig T., Jacobs K. B., Jarvelin M. R., Jockel K. H., Johansen B., Jousilahti P., Jukema J. W., Jula A. M., Kaprio J., Kastelein J. J. P., Keinanen-Kiukaanniemi S. M., Kiemeney L. A., Knekt P., Kooner J. S., Kooperberg C., Kovacs P., Kraja A. T., Kumari M., Kuusisto J., Lakka T. A., Langenberg C., Marchand L. L., Lehtimaki T., Lyssenko V., Mannisto S., Marette A., Matise T. C., McKenzie C. A., McKnight B., Moll F. L., Morris A. D., Morris A. P., Murray J. C., Nelis M., Ohlsson C., Oldehinkel A. J., Ong K. K., Madden P. A. F., Pasterkamp G., Peden J. F., Peters A., Postma D. S., Pramstaller P. P., Price J. F., Qi L., Raitakari O. T., Rankinen T., Rao D. C., Rice T. K., Ridker P. M., Rioux J. D., Ritchie M. D., Rudan I., Salomaa V., Samani N. J., Saramies J., Sarzynski M. A., Schunkert H., Schwarz P. E. H., Sever P., Shuldiner A. R., Sinisalo J., Stolk R. P., Strauch K., Tonjes A., Tregouet D. A., Tremblay A., Tremoli E., Virtamo J., Vohl M. C., Volker U., Waeber G., Willemsen G., Witteman J. C., Zillikens M. C., Adair L. S., Amouyel P., Asselbergs F. W., Assimes T. L., Bochud M., Boehm B. O., Boerwinkle E., Bornstein S. R., Bottinger E. P., Bouchard C., Cauchi S., Chambers J. C., Chanock S. J., Cooper R. S., de Bakker P. I. W., Dedoussis G., Ferrucci L., Franks P. W., Froguel P., Groop L. C., Haiman C. A., Hamsten A., Hui J., Hunter D. J., Hveem K., Kaplan R. C., Kivimaki M., Kuh D., Laakso M., Liu Y., Martin N. G., Marz W., Melbye M., Metspalu A., Moebus S., Munroe P. B., Njolstad I., Oostra B. A., Palmer C. N. A., Pedersen N. L., Perola M., Perusse L., Peters U., Power C., Quertermous T., Rauramaa R., Rivadeneira F., Saaristo T. E., Saleheen D., Sattar N., Schadt E. E., Schlessinger D., Slagboom P. E., Snieder H., Spector T. D., Thorsteinsdottir U., Stumvoll M., Tuomilehto J., Uitterlinden A. G., Uusitupa M., van der Harst P., Walker M., Wallaschofski H., Wareham N. J., Watkins H., Weir D. R., Wichmann H. E., Wilson J. F., Zanen P., Borecki I. B., Deloukas P., Fox C. S., Heid I. M., O'connell J. R., Strachan D. P., Stefansson K., van Duijn C. M., Abecasis G. R., Franke L., Frayling T. M., McCarthy M. I., Visscher P. M., Scherag A., Willer C. J., Boehnke M., Mohlke K. L., Lindgren C. M., Beckmann J. S., Barroso I., North K. E., Ingelsson E., Hirschhorn J. N., Loos R. J. F., Speliotes E. K., Thompson J. R., Goldstein B. A., Konig I. R., Cazier J. B., Grundberg E., Havulinna A. S., Ho W. K., Hopewell J. C., Eriksson N., Lundmark P., Lyytikainen L. P., Rafelt S., Tikkanen E., Van Zuydam N., Voight B. F., Ziegler A., Altshuler D., Balmforth A. J., Braund P. S., Burgdorf C., Claudi-Boehm S., Cox D., Do R., Doney A. S., El Mokhtari N., Fontanillas P., Hager J., Han B. G., Hunt S. E., Kang H. M., Kessler T., Knowles J. W., Kolovou G., Langford C., Lokki M. L., Lundmark A., Meisinger C., Melander O., Maouche S., Nikus K., Rasheed A., Rosinger S., Rubin D., Rumpf M. P., Schafer A., Sivananthan M., Song C., Stewart A. F., Thorgeirsson G., van der Schoot C. E., Wagner P. J., Wells G. A., Wild P. S., Tsun-Po Y., Basart H. V., Brambilla P., Cambien F., Cupples A. L., Dehghan A., Diemert P., Epstein S. E., Evans A., Ferrario M., Gauguier D., Hazen S. L., Holm H., Iribarren C., Jang Y., Kahonen M., Kee F., Kim H. S., Klopp N., Kuulasmaa K., Laaksonen R., Ouwehand W. H., Parish S., Park J. E., Rader D. J., Shah S. H., Stark K., Wallentin L., Zimmermann M. E., Nieminen M. S., Sandhu M. S., Pastinen T., Zalloua P. A., Siegbahn A., Schreiber S., Ripatti S., Blankenberg S. S., O'donnell C. J., Reilly M., Collins R., Roberts R., Pattaro C., Kottgen A., Garnaas M., Boger C. A., Fuchsberger C., Olden M., Chen M. H., Tin A., Taliun D., Li M., Gao X., Yang Q., Hundertmark C., Foster M. C., O'seaghdha C. M., Glazer N. L., Liu C. T., Struchalin M., Li G., Johnson A. D., Gierman H. J., Hwang S. J., Atkinson E. J., Lohman K. K., Cornelis M. C., Chouraki V., Holliday E. G., Sorice R., Deshmukh H., Ulivi S., Chu A. Y., Murgia F., Imboden M., Kollerits B., Pistis G., Launer L. J., Aspelund T., Eiriksdottir G., Mitchell B. D., Schmidt H., Cavalieri M., Rao M., Hu F. B., de Andrade M., Turner S. T., Ding J., Andrews J. S., Freedman B. I., Doring A., Kolcic I., Zemunik T., Boban M., Minelli C., Wheeler H. E., Igl W., Zaboli G., Wild S. H., Ellinghaus D., Nothlings U., Jacobs G., Biffar R., Endlich K., Ernst F., Kroemer H. K., Nauck M., Stracke S., Volzke H., Aulchenko Y., Polasek O., Hastie N. D., Vitart V., Helmer C., Wang J. J., Ruggiero D., Bergmann S., Viikari J., Nikopensius T., Province M. A., Ketkar S., Colhoun H. M., Doney A., Robino A., Giulianini F., Kramer B. K., Portas L., Buckley B. M., Adam M., Thun G. A., Paulweber B., Haun M., Sala C., Metzger M., Mitchell P., Ciullo M., Kim S. K., Vollenweider P., Palmer C., Gasparini P., Pirastu M., Probst-Hensch N. M., Kronenberg F., Toniolo D., Coresh J., Schmidt R., Siscovick D. S., Kardia S. L., Curhan G., Franke A., Parsa A., Goessling W., Kao W. H., de Boer I. H., Peralta C. A., Akylbekova E., Kramer H., Arking D. E., Franceschini N., Egan J., Hernandez D. G., Townsend R. R., Lumley T., Psaty B. M., Kestenbaum B., Haritunians T., Mooser V., Florez J. C., Meigs J. B., Lu X., Leak T. S., Aasarod K., Skorpen F., Baumert J., Devuyst O., Mychaleckyj J. C., Kedenko L., Coassin S., Hallan S., Navis G., Shlipak M. G., Bull S. B., Paterson A. D., Rotter J. I., Dreisbach A. W., Anderson C. A., Guo Q., Henders A., Lambert A., Lee S. H., Kraft P., Kennedy S. H., Macgregor S., Missmer S. A., Painter J. N., Roseman F., Treloar S. A., Wallace L., Forsblom C., Isakova T., McKay G. J., Williams W. W., Sadlier D. M., Makinen V. P., Swan E. J., Boright A. P., Ahlqvist E., Keller B. J., Huang H., Ahola A., Fagerholm E., Gordin D., Harjutsalo V., He B., Heikkila O., Hietala K., Kyto J., Lahermo P., Lehto M., Osterholm A. M., Parkkonen M., Pitkaniemi J., Rosengard-Barlund M., Saraheimo M., Sarti C., Soderlund J., Soro-Paavonen A., Syreeni A., Thorn L. M., Tikkanen H., Tolonen N., Tryggvason K., Waden J., Gill G. V., Prior S., Guiducci C., Mirel D. B., Taylor A., Hosseini M., Parving H. H., Rossing P., Tarnow L., Ladenvall C., Alhenc-Gelas F., Lefebvre P., Rigalleau V., Roussel R., Maestroni A., Maestroni S., Falhammar H., Gu T., Mollsten A., Cimponeriu D., Mihai I., Mota M., Mota E., Serafinceanu C., Stavarachi M., Hanson R. L., Nelson R. G., Kretzler M., Panduru N. M., Gu H. F., Brismar K., Zerbini G., Hadjadj S., Marre M., Lajer M., Waggott D., Savage D. A., Bain S. C., Martin F., Godson C., Groop P. H., Maxwell A. P., Sengupta S., Peloso G. M., Ganna A., Mora S., Chang H. Y., Den Hertog H. M., Donnelly L. A., Freitag D. F., Gurdasani D., Heikkila K., Johnson T., Kaakinen M., Kettunen J., Li X., Montasser M. E., Petersen A. K., Saxena R., Service S. K., Sidore C., Surakka I., Teslovich T. M., Van den Herik E. G., Volcik K. A., Wu Y., Asiki G., Been L. F., Burnett M. S., Elliott P., Eyjolfsson G. I., Goodarzi M. O., Gravito M. L., Hartikainen A. L., Hung Y. J., Jones M. R., Kaleebu P., Khaw K. T., Kim E., Komulainen P., Lin S. Y., Narisu N., Nieminen T. V., Nsubuga R. N., Olafsson I., Palotie A., Papamarkou T., Pomilla C., Pouta A., Ruokonen A., Seeley J., Silander K., Tiret L., van Pelt L., Wainwright N., Wijmenga C., Young E. H., Bennett F., Boomsma D. I., Burnier M., Chen Y. D., Feranil A. B., Freimer N. B., Hsiung C. A., Kesaniemi A., Koudstaal P. J., Krauss R. M., Kyvik K. O., Meneton P., Moilanen L., Sanghera D. K., Sheu W. H., Whitfield J. B., Wolffenbuttel B. H., Ordovas J. M., Rich S. S., Johnson A., Johnson L., Larson M., Levy D., Newton-Cheh C., O'reilly P., Palmas W., Rice K., Smith A., Snider H., Tobin M., Verwoert G., Rice K. M., Verwoert G. C., Pihur V., Heath S., Sober S., Arora P., Zhang F., Lucas G., Milaneschi Y., Parker A. N., Fava C., Fox E. R., Go M. J., Sjogren M., Vinay D., Alexander M., Tabara Y., Shaw-Hawkins S., Whincup P. H., Shi G., Seielstad M., Sim X., Nguyen K. D., Matullo G., Gaunt T. R., Onland-Moret N. C., Cooper M. N., Platou C. G., Org E., Hardy R., Dahgam S., Palmen J., Kuznetsova T., Uiterwaal C. S., Adeyemo A., Ludwig B., Tomaszewski M., Tzoulaki I., Palmer N. D., Chang Y. P., Steinle N. I., Grobbee D. E., Morrison A. C., Najjar S., Hadley D., Brown M. J., Connell J. M., Day I. N., Lawlor D. A., Lawrence R. W., Ongen H., Li Y., Young J. H., Bis J. C., Bolton J. A., Chaturvedi N., Islam M., Jafar T. H., Kulkarni S. R., Howard P., Guarrera S., Ricceri F., Emilsson V., Plump A., Weder A. B., Sun Y. V., Scott L. J., Peltonen L., Vartiainen E., Brand S. M., Staessen J. A., Wang T. J., Burton P. R., Artigas M. S., Dong Y., Wang X., Zhu H., Rudock M. E., Heckbert S. R., Smith N. L., Wiggins K. L., Doumatey A., Shriner D., Veldre G., Viigimaa M., Kinra S., Prabhakaran D., Tripathy V., Langefeld C. D., Rosengren A., Thelle D. S., Corsi A. M., Singleton A., Hilton G., Salako T., Iwai N., Kita Y., Ogihara T., Ohkubo T., Okamura T., Ueshima H., Umemura S., Eyheramendy S., Meitinger T., Cho Y. S., Kim H. L., Scott J., Sehmi J. S., Hedblad B., Nilsson P., Smith G. D., Raffel L. J., Yao J., Schwartz S. M., Ikram M., W L., Mosley T. H., Seshadri S., Shrine N. R., Wain L. V., Zitting P., Cooper J. A., van Gilst W. H., Janipalli C. S., Mani K., Yajnik C. S., Mattace-Raso F. U., Lakatta E. G., Orru M., Scuteri A., Ala-Korpela M., Kangas A. J., Soininen P., Tukiainen T., Wurtz P., Ong R. T., Dorr M., Galan P., Hercberg S., Lathrop M., Zelenika D., Zhai G., Meschia J. F., Sharma P., Terzic J., Kumar M., Denniff M., Zukowska-Szczechowska E., Wagenknecht L. E., Fowkes F., Charchar F. J., Guo X., Rotimi C., Bots M. L., Brand E., Talmud P. J., Nyberg F., Laan M., Palmer L. J., van der Schouw Y. T., Casas J. P., Vineis P., Ganesh S. K., Wong T. Y., Tai E. S., Morris R. W., Marmot M. G., Miki T., Chandak G. R., Zhu X., Elosua R., Soranzo N., Sijbrands E. J., Uda M., Vasan R. S., Alizadeh B. Z., de Boer R. A., Boezen H. M., Hillege H. L., van der Klauw M. M., Ormel J., Rosmalen J. G., Slaets J. P., Lagou V., Welch R. P., Wheeler E., Rehnberg E., Rasmussen-Torvik L. J., Lecoeur C., Johnson P. C., Sennblad B., Salo P., Timpson N. J., Evans D. M., St Pourcain B., Bielak L. F., Horikoshi M., Navarro P., Raychaudhuri S., Chen H., Rybin D., Willems S. M., Song K., An P., Marullo L., Jansen H., Pankow J. S., Edkins S., Varga T. V., Oksa H., Antonella M., Kong A., Herder C., Antti J., Small K., Miljkovic I., Atalay M., Kiess W., Smit J. H., Campbell S., Fowkes G. R., Rathmann W., Maerz W., Watanabe R. M., de Geus E. J., Penninx B. W., Toenjes A., Peyser P. A., Korner A., Dupuis J., Cucca F., Balkau B., Bouatia-Naji N., Purcell S., Musunuru K., Ardissino D., Mannucci P. M., Anand S., Engert J. C., Morgan T., Spertus J. A., Stoll M., Girelli D., McKeown P. P., Patterson C. C., Merlini P. A., Berzuini C., Bernardinelli L., Peyvandi F., Tubaro M., Celli P., Fetiveau R., Marziliano N., Casari G., Galli M., Ribichini F., Rossi M., Bernardi F., Zonzin P., Piazza A., Yee J., Friedlander Y., Marrugat J., Subirana I., Sala J., Ramos R., Williams G., Nathan D. M., Macrae C. A., Berglund G., Asselta R., Duga S., Spreafico M., Daly M. J., Nemesh J., Korn J. M., Surti A., Gianniny L., Parkin M., Burtt N., Gabriel S. B., Wright B. J., Ball S. G., Schunkert I., Linsel-Nitschke P., Lieb W., Fischer M., Grosshennig A., Preuss M., Scholz M., Chen Z., Wilensky R., Matthai W., Qasim A., Hakonarson H. H., Devaney J., Pichard A. D., Kent K. M., Satler L., Lindsay J. M., Waksman R., Knouff C. W., Scheffold T., Berger K., Huge A., Martinelli N., Olivieri O., Corrocher R., Xie C., Ahmadi K. R., Ainali C., Bataille V., Bell J. T., Buil A., Dermitzakis E. T., Dimas A. S., Durbin R., Glass D., Hassanali N., Ingle C., Knowles D., Krestyaninova M., Lowe C. E., Meduri E., Di Meglio P., Montgomery S. B., Nestle F. O., Nica A. C., Nisbet J., O'rahilly S., Parts L., Potter S., Sekowska M., Shin S. Y., Surdulescu G., Travers M. E., Tsaprouni L., Tsoka S., Wilk A., Yang T. P., Higashio J., Williams R., Nato A., Ambite J. L., Deelman E., Manolio T., Heiss G., Taylor K., Avery C., Graff M., Lin D., Quibrera M., Cochran B., Kao L., Umans J., Cole S., Maccluer J., Person S., Gross M., Fornage M., Durda P., Jenny N., Patsy B., Arnold A., Buzkova P., Haines J., Murdock D., Glenn K., Brown-Gentry K., Thornton-Wells T., Dumitrescu L., Bush W. S., Mitchell S. L., Goodloe R., Wilson S., Boston J., Malinowski J., Restrepo N., Oetjens M., Fowke J., Spencer K., Pendergrass S., Le Marchand L., Park L., Tiirikainen M., Kolonel L., Cheng I., Wang H., Shohet R., Stram D., Henderson B., Monroe K., Anderson G., Carlson C., Prentice R., Lacroix A., Wu C., Carty C., Rosse S., Young A., Kocarnik J., Lin Y., Jackson R., Duggan D., Kuller L., He C., Sulem P., Barbalic M., Broer L., Byrne E. M., Gudbjartsson D. F., McArdle P. F., Porcu E., van Wingerden S. W., Zhuang W. V., Lauc L. B., Broekmans F. J., Burri A., Chen C., Corre T., Coviello A. D., D'adamo P., Davies G., Deary I. J., Ebrahim S., Fauser B. C., Ferreli L., Folsom A. R., Hankinson S. E., Hass M., Janssens A. C., Karasik D., Keyzer J., Kiel D. P., Lahti J., Lai S., Laisk T., Laven J. S., Liu J., Lopez L. M., Louwers Y. V., Marongiu M., Klaric I. M., Masciullo C., Melzer D., Newman A. B., Pare G., Peeters P. H., Pop V. J., Raikkonen K., Salumets A., Stacey S. N., Starr J. M., Stathopoulou M. G., Styrkarsdottir U., Tenesa A., Tryggvadottir L., Tsui K., van Dam R. M., van Gils C. H., van Nierop P., Vink J. M., Voorhuis M., Widen E., Wijnands-Van Gent C. J., Yerges-Armstrong L. M., Zgaga L., Zygmunt M., Buring J. E., Crisponi L., Demerath E. W., Streeten E. A., Murray A., Visser J. A., Lunetta K. L., Elks C. E., Cousminer D. L., Koller D. L., Lin P., Smith E. N., Warrington N. M., Alavere H., Berenson G. S., Blackburn H., Busonero F., Chen W., Couper D., Easton D. F., Eriksson J., Foroud T., Kilpelainen T. O., Li S., Murray S. S., Ness A. R., Northstone K., Peacock M., Pennell C. E., Pharoah P., Rafnar T., Rice J. P., Ring S. M., Schork N. J., Segre A. V., Sovio U., Srinivasan S. R., Tammesoo M. L., van Meurs J. B., Young L., Bierut L. J., and Econs M. J.
- Abstract
Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 × 10-8), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for ∼2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20 % of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.
- Published
- 2015
22. Genetic variants in novel pathways influence blood pressure and cardiovascular disease risk
- Author
-
Ehret, Georg B., Munroe, Patricia B., Rice, Kenneth M., Bochud, Murielle, Johnson, Andrew D., Chasman, Daniel I., Smith, Albert V., Tobin, Martin D., Verwoert, Germaine C., Hwang, Shih-Jen, Pihur, Vasyl, Vollenweider, Peter, O'Reilly, Paul F., Amin, Najaf, Bragg-Gresham, Jennifer L., Teumer, Alexander, Glazer, Nicole L., Launer, Lenore, Zhao, Jing Hua, Aulchenko, Yurii, Heath, Simon, Sober, Siim, Parsa, Afshin, Luan, Jian'an, Arora, Pankaj, Dehghan, Abbas, Zhang, Feng, Lucas, Gavin, Hicks, Andrew A., Jackson, Anne U., Peden, John F., Tanaka, Toshiko, Wild, Sarah H., Rudan, Igor, Igl, Wilmar, Milaneschi, Yuri, Parker, Alex N., Fava, Cristiano, Chambers, John C., Fox, Ervin R., Kumari, Meena, Go, Min Jin, van der Harst, Pim, Kao, Wen Hong Linda, Sjögren, Marketa, Vinay, D. G., Alexander, Myriam, Tabara, Yasuharu, Shaw-Hawkins, Sue, Whincup, Peter H., Liu, Yongmei, Shi, Gang, Kuusisto, Johanna, Tayo, Bamidele, Seielstad, Mark, Sim, Xueling, Hoang Nguyen, Khanh-Dung, Lehtimäki, Terho, Matullo, Giuseppe, Wu, Ying, Gaunt, Tom R., Charlotte Onland-Moret, N., Cooper, Matthew N., Platou, Carl G. P., Org, Elin, Hardy, Rebecca, Dahgam, Santosh, Palmen, Jutta, Vitart, Veronique, Braund, Peter S., Kuznetsova, Tatiana, Uiterwaal, Cuno S. P. M., Adeyemo, Adebowale, Palmas, Walter, Campbell, Harry, Ludwig, Barbara, Tomaszewski, Maciej, Tzoulaki, Ioanna, Palmer, Nicholette D., Aspelund, Thor, Garcia, Melissa, Chang, Yen-Pei C., O'Connell, Jeffrey R., Steinle, Nanette I., Grobbee, Diederick E., Arking, Dan E., Kardia, Sharon L., Morrison, Alanna C., Hernandez, Dena, Najjar, Samer, McArdle, Wendy L., Hadley, David, Brown, Morris J., Connell, John M., Hingorani, Aroon D., Day, Ian N. M., Lawlor, Debbie A., Beilby, John P., Lawrence, Robert W., Clarke, Robert, Hopewell, Jemma C., Ongen, Halit, Dreisbach, Albert W., Li, Yali, Hunter Young, J., Bis, Joshua C., Kähönen, Mika, Viikari, Jorma, Adair, Linda S., Lee, Nanette R., Chen, Ming-Huei, Olden, Matthias, Pattaro, Cristian, Bolton, Judith A Hoffman, Köttgen, Anna, Bergmann, Sven, Mooser, Vincent, Chaturvedi, Nish, Frayling, Timothy M., Islam, Muhammad, Jafar, Tazeen H., Erdmann, Jeanette, Kulkarni, Smita R., Bornstein, Stefan R., Grässler, Jürgen, Groop, Leif, Voight, Benjamin F., Kettunen, Johannes, Howard, Philip, Taylor, Andrew, Guarrera, Simonetta, Ricceri, Fulvio, Emilsson, Valur, Plump, Andrew, Barroso, Inês, Khaw, Kay-Tee, Weder, Alan B., Hunt, Steven C., Sun, Yan V., Bergman, Richard N., Collins, Francis S., Bonnycastle, Lori L., Scott, Laura J., Stringham, Heather M., Peltonen, Leena, Perola, Markus, Vartiainen, Erkki, Brand, Stefan-Martin, Staessen, Jan A., Wang, Thomas J., Burton, Paul R., Artigas, Maria Soler, Dong, Yanbin, Snieder, Harold, Wang, Xiaoling, Zhu, Haidong, Lohman, Kurt K., Rudock, Megan E., Heckbert, Susan R., Smith, Nicholas L., Wiggins, Kerri L., Doumatey, Ayo, Shriner, Daniel, Veldre, Gudrun, Viigimaa, Margus, Kinra, Sanjay, Prabhakaran, Dorairaj, Tripathy, Vikal, Langefeld, Carl D., Rosengren, Annika, Thelle, Dag S., Corsi, Anna Maria, Singleton, Andrew, Forrester, Terrence, Hilton, Gina, McKenzie, Colin A., Salako, Tunde, Iwai, Naoharu, Kita, Yoshikuni, Ogihara, Toshio, Ohkubo, Takayoshi, Okamura, Tomonori, Ueshima, Hirotsugu, Umemura, Satoshi, Eyheramendy, Susana, Meitinger, Thomas, Wichmann, H. -Erich, Cho, Yoon Shin, Kim, Hyung-Lae, Lee, Jong-Young, Scott, James, Sehmi, Joban S., Zhang, Weihua, Hedblad, Bo, Nilsson, Peter, Smith, George Davey, Wong, Andrew, Narisu, Narisu, Stančáková, Alena, Raffel, Leslie J., Yao, Jie, Kathiresan, Sekar, O'Donnell, Christopher J., Schwartz, Stephen M., Arfan Ikram, M., Longstreth Jr. , W. T., Mosley, Thomas H., Seshadri, Sudha, Shrine, Nick R. G., Wain, Louise V., Morken, Mario A., Swift, Amy J., Laitinen, Jaana, Prokopenko, Inga, Zitting, Paavo, Cooper, Jackie A., Humphries, Steve E., Danesh, John, Rasheed, Asif, Goel, Anuj, Hamsten, Anders, Watkins, Hugh, Bakker, Stephan J. L., van Gilst, Wiek H., Janipalli, Charles S., Radha Mani, K., Yajnik, Chittaranjan S., Hofman, Albert, Mattace-Raso, Francesco U. S., Oostra, Ben A., Demirkan, Ayse, Isaacs, Aaron, Rivadeneira, Fernando, Lakatta, Edward G., Orru, Marco, Scuteri, Angelo, Ala-Korpela, Mika, Kangas, Antti J., Lyytikäinen, Leo-Pekka, Soininen, Pasi, Tukiainen, Taru, Würtz, Peter, Twee-HeeOng, Rick, Dörr, Marcus, Kroemer, Heyo K., Völker, Uwe, Völzke, Henry, Galan, Pilar, Hercberg, Serge, Lathrop, Mark, Zelenika, Diana, Deloukas, Panos, Mangino, Massimo, Spector, Tim D., Zhai, Guangju, Meschia, James F., Nalls, Michael A., Sharma, Pankaj, Terzic, Janos, Kranthi Kumar, M. V., Denniff, Matthew, Zukowska-Szczechowska, Ewa, Wagenknecht, Lynne E., Fowkes, F. Gerald R., Charchar, Fadi J., Schwarz, Peter E. H., Hayward, Caroline, Guo, Xiuqing, Rotimi, Charles, Bots, Michiel L., Brand, Eva, Samani, Nilesh J., Polasek, Ozren, Talmud, Philippa J., Nyberg, Fredrik, Kuh, Diana, Laan, Maris, Hveem, Kristian, Palmer, Lyle J., van der Schouw, Yvonne T., Casas, Juan P., Mohlke, Karen L., Vineis, Paolo, Raitakari, Olli, Ganesh, Santhi K., Wong, Tien Y., Shyong Tai, E., Cooper, Richard S., Laakso, Markku, Rao, Dabeeru C., Harris, Tamara B., Morris, Richard W., Dominiczak, Anna F., Kivimaki, Mika, Marmot, Michael G., Miki, Tetsuro, Saleheen, Danish, Chandak, Giriraj R., Coresh, Josef, Navis, Gerjan, Salomaa, Veikko, Han, Bok-Ghee, Zhu, Xiaofeng, Kooner, Jaspal S., Melander, Olle, Ridker, Paul M., Bandinelli, Stefania, Gyllensten, Ulf B., Wright, Alan F., Wilson, James F., Ferrucci, Luigi, Farrall, Martin, Tuomilehto, Jaakko, Pramstaller, Peter P., Elosua, Roberto, Soranzo, Nicole, Sijbrands, Eric J. G., Altshuler, David, Loos, Ruth J. F., Shuldiner, Alan R., Gieger, Christian, Meneton, Pierre, Uitterlinden, Andre G., Wareham, Nicholas J., Gudnason, Vilmundur, Rotter, Jerome I., Rettig, Rainer, Uda, Manuela, Strachan, David P., Witteman, Jacqueline C. M., Hartikainen, Anna-Liisa, Beckmann, Jacques S., Boerwinkle, Eric, Vasan, Ramachandran S., Boehnke, Michael, Larson, Martin G., Järvelin, Marjo-Riitta, Psaty, Bruce M., Abecasis, Gonçalo R., Chakravarti, Aravinda, Elliott, Paul, van Duijn, Cornelia M., Newton-Cheh, Christopher, Levy, Daniel, Caulfield, Mark J., Johnson, Toby, Tang H, Knowles J, Hlatky M, Fortmann S, Assimes TL, Quertermous T, Go A, Iribarren C, Absher D, Risch N, Meyers R, Sidney S, Ziegler A, Schillert A, Bickel C, Sinning C, Rupprecht HJ, Lackner K, Wild P, Schnabel R, Blankenberg S, Zeller T, Münzel T, Perret C, Cambien F, Tiret L, Nicaud V, Proust C, Dehghan A, Hofman A, Uitterlinden A, van Duijn C, Levy D, Whitteman J, Cupples LA, Demissie-Banjaw S, Ramachandran V, Smith A, Gudnason V, Boerwinkle E, Folsom A, Morrison A, Psaty BM, Chen IY, Rotter JI, Bis J, Volcik K, Rice K, Taylor KD, Marciante K, Smith N, Glazer N, Heckbert S, Harris T, Lumley T, Kong A, Thorleifsson G, Thorgeirsson G, Holm H, Gulcher JR, Stefansson K, Andersen K, Gretarsdottir S, Thorsteinsdottir U, Preuss M, Schreiber S, Meitinger T, König IR, Lieb W, Hengstenberg C, Schunkert H, Erdmann J, Fisher M, Grosshennig A, Medack A, Stark K, Linsel-Nitschke P, Bruse P, Aherrahrou Z, Peters A, Loley C, Willenborg C, Nahrstedt J, Freyer J, Gulde S, Doering A, Meisinger C, Wichmann HE, Klopp N, Illig T, Meinitzer A, Tomaschitz A, Halperin E, Dobnig H, Scharnagl H, Kleber M, Laaksonen R, Pilz S, Grammer TB, Stojakovic T, Renner W, März W, Böhm BO, Winkelmann BR, Winkler K, Hoffmann M, O'Donnell CJ, Voight BF, Altshuler D, Siscovick DS, Musunuru K, Peltonen L, Barbalic M, Melander O, Elosua R, Kathiresan S, Schwartz SM, Salomaa V, Guiducci C, Burtt N, Gabriel SB, Stewart AF, Wells GA, Chen L, Jarinova O, Roberts R, McPherson R, Dandona S, Pichard AD, Rader DJ, Devaney J, Lindsay JM, Kent KM, Qu L, Satler L, Burnett MS, Li M, Reilly MP, Wilensky R, Waksman R, Epstein S, Mattha W, Knouf CW, Waterworth DM, Hakonarson HH, Walker M, Mooser V, Hall AS, Balmforth AJ, Wright BJ, Nelson C, Thompson JR, Samani NJ, Braund PS, Ball SG, Smith NL, Felix JF, Morrison AC, Demissie S, Glazer NL, Loehr LR, Rosamond WD, Rivadeneira F, Bis JC, Folsom AR, Benjamin E, Aulchenko YS, Haritunians T, Couper D, Murabito J, Wang YA, Stricker B, Gottdiener JS, Chang PP, Wang TJ, Rice KM, Heckbert SR, Fox ER, Uitterlinden AG, Willerson JT, van Duijn CM, Witteman JC, Vasan RS, Köttgen A, Pattaro C, Böger CA, Fuchsberger C, Olden M, Parsa A, Gao X, Yang Q, Smith AV, O'Connell JR, Schmidt H, Tanaka T, Isaacs A, Ketkar S, Hwang SJ, Johnson A, Teumer A, Paré G, Atkinson EJ, Lohman K, Cornelis MC, Probst-Hensch NM, Kronenberg F, Tönjes A, Hayward C, Aspelund T, Eiriksdottir G, Launer LJ, Harris TB, Rampersaud E, Mitchell BD, Arking DE, Struchalin M, Cavalieri M, Singleton A, Giallauria, Francesco, Metter J, de Boer J, Siscovick D, Zillikens MC, Oostra BA, Feitosa M, Province M, de Andrade M, Turne ST, Wild PS, Schnabel RB, Wilde S, Munzel TF, Leak TS, Koenig W, Zgaga L, Zemunik T, Kolcic I, Minelli C, Hu FB, Johansson A, Igl W, Zaboli G, Wild SH, Wright AF, Campbell H, Ellinghaus D, Imboden M, Nitsch D, Brandstätter A, Kollerits B, Kedenko L, Mägi R, Stumvoll M, Kovacs P, Boban M, Campbell S, Endlich K, Völzke H, Kroemer HK, Nauck M, Völker U, Polasek O, Vitart V, Badola S, Parker AN, Ridker PM, Kardia SL, Liu Y, Curhan GC, Franke A, Rochat T, Paulweber B, Prokopenko I, Wang W, Shuldiner AR, Coresh J, Schmidt R, Ferrucci L, Shlipak MG, Borecki I, Krämer BK, Rudan I, Gyllensten U, Wilson JF, Pramstaller PP, Rettig R, Hastie N, Chasman DI, Kao WH, Heid IM, Fox CS, Vasan R, Felix SB, Watzinger N, Larson MG, Homuth G, Aragam J, Dörr M, Zweiker R, Lind L, Rodeheffer RJ, Greiser KH, Deckers JW, Stritzke J, Lackner KJ, Ingelsson E, Kullo I, Haerting J, Stricker BH, Reffelmann T, Redfield MM, Werdan K, Mitchell GF, Arnett D, Blettner M, Friedrich N, Benjamin EJ, Chambers JC, Zhang W, Lord GM, van der Harst P, Lawlor DA, Sehmi JS, Gale DP, Wass MN, Ahmadi KR, Bakker SJ, Beckmann J, Bilo HJ, Bochud M, Brown MJ, Caulfield MJ, Connell JM, Cook HT, Cotlarciuc I, Davey Smith G, de Silva R, Deng G, Devuyst O, Dikkeschei LD, Dimkovic T, Dockrell M, Dominiczak A, Ebrahim S, Eggermann T, Farrall M, Floege J, Forouhi NG, Gansevoort RT, Han X, Hedblad B, Homan van der Heide JJ, Hepkema BG, Hernandez-Fuentes M, Hypponen E, Johnson T, de Jong PE, Kleefstra N, Lagou V, Lapsley M, Li Y, Loos RJ, Luan J, Luttropp K, Maréchal C, Munroe PB, Nordfors L, Penninx BW, Perucha E, Pouta A, Roderick PJ, Ruokonen A, Sanna S, Schalling M, Schlessinger D, Schlieper G, Seelen MA, Sjögren M, Smit JH, Snieder H, Soranzo N, Spector TD, Stenvinkel P, Sternberg MJ, Swaminathan R, Ubink-Veltmaat LJ, Uda M, Vollenweider P, Wallace C, Waterworth D, Zerres K, Waeber G, Wareham NJ, Maxwell PH, McCarthy MI, Jarvelin MR, Abecasis GR, Lightstone L, Scott J, Navis G, Elliot P, Kooner JS., AII - Amsterdam institute for Infection and Immunity, Nephrology, Epidemiologie, RS: CARIM School for Cardiovascular Diseases, Epidemiology, Medical Microbiology & Infectious Diseases, Radiology & Nuclear Medicine, Cardiology, Internal Medicine, Clinical Genetics, Erasmus MC other, Obstetrics & Gynecology, International Consortium for Blood Pressure Genome-Wide Association Studies, CARDIoGRAM consortium, CKDGen Consortium, KidneyGen Consortium, EchoGen consortium, CHARGE-HF consortium, Zhao, Jing Hua [0000-0003-4930-3582], Luan, Jian'an [0000-0003-3137-6337], Barroso, Ines [0000-0001-5800-4520], Khaw, Kay-Tee [0000-0002-8802-2903], Danesh, John [0000-0003-1158-6791], Soranzo, Nicole [0000-0003-1095-3852], Wareham, Nicholas [0000-0003-1422-2993], Apollo - University of Cambridge Repository, Life Course Epidemiology (LCE), Cardiovascular Centre (CVC), Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Vascular Ageing Programme (VAP), Centre National de Génotypage (CNG), Commissariat à l'énergie atomique et aux énergies alternatives (CEA), Center for Complex Disease Genomics, Johns Hopkins University School of Medicine, Clinical Pharmacology and The Genome Centre, Queen Mary University of London (QMUL), Framingham Heart Study, Boston University [Boston] (BU)-National Heart, Lung, and Blood Institute [Bethesda] (NHLBI), National Heart, Lung, and Blood Institute [Bethesda] (NHLBI), Center for Human Genetic Research, Massachusetts General Hospital [Boston], Program in Medical and Population Genetics, Harvard University-Massachusetts Institute of Technology (MIT), Ehret, Georg B., Munroe, Patricia B., Rice, Kenneth M., Bochud, Murielle, Johnson, Andrew D., Chasman, Daniel I., Smith, Albert V., Tobin, Martin D., Verwoert, Germaine C., Hwang, Shih-Jen, Pihur, Vasyl, Vollenweider, Peter, O'Reilly, Paul F., Amin, Najaf, Bragg-Gresham, Jennifer L., Teumer, Alexander, Glazer, Nicole L., Launer, Lenore, Zhao, Jing Hua, Aulchenko, Yurii, Heath, Simon, Sober, Siim, Parsa, Afshin, Luan, Jian'An, Arora, Pankaj, Dehghan, Abba, Zhang, Feng, Lucas, Gavin, Hicks, Andrew A., Jackson, Anne U., Peden, John F., Tanaka, Toshiko, Wild, Sarah H., Rudan, Igor, Igl, Wilmar, Milaneschi, Yuri, Parker, Alex N., Fava, Cristiano, Chambers, John C., Fox, Ervin R., Kumari, Meena, Go, Min Jin, van der Harst, Pim, Kao, Wen Hong Linda, Sjögren, Marketa, Vinay, D. G., Alexander, Myriam, Tabara, Yasuharu, Shaw-Hawkins, Sue, Whincup, Peter H., Liu, Yongmei, Shi, Gang, Kuusisto, Johanna, Tayo, Bamidele, Seielstad, Mark, Sim, Xueling, Hoang Nguyen, Khanh-Dung, Lehtimäki, Terho, Matullo, Giuseppe, Wu, Ying, Gaunt, Tom R., Charlotte Onland-Moret, N., Cooper, Matthew N., Platou, Carl G. P., Org, Elin, Hardy, Rebecca, Dahgam, Santosh, Palmen, Jutta, Vitart, Veronique, Braund, Peter S., Kuznetsova, Tatiana, Uiterwaal, Cuno S. P. M., Adeyemo, Adebowale, Palmas, Walter, Campbell, Harry, Ludwig, Barbara, Tomaszewski, Maciej, Tzoulaki, Ioanna, Palmer, Nicholette D., Aspelund, Thor, Garcia, Melissa, Chang, Yen-Pei C., O'Connell, Jeffrey R., Steinle, Nanette I., Grobbee, Diederick E., Arking, Dan E., Kardia, Sharon L., Morrison, Alanna C., Hernandez, Dena, Najjar, Samer, Mcardle, Wendy L., Hadley, David, Brown, Morris J., Connell, John M., Hingorani, Aroon D., Day, Ian N. M., Lawlor, Debbie A., Beilby, John P., Lawrence, Robert W., Clarke, Robert, Hopewell, Jemma C., Ongen, Halit, Dreisbach, Albert W., Li, Yali, Hunter Young, J., Bis, Joshua C., Kähönen, Mika, Viikari, Jorma, Adair, Linda S., Lee, Nanette R., Chen, Ming-Huei, Olden, Matthia, Pattaro, Cristian, Bolton, Judith A Hoffman, Köttgen, Anna, Bergmann, Sven, Mooser, Vincent, Chaturvedi, Nish, Frayling, Timothy M., Islam, Muhammad, Jafar, Tazeen H., Erdmann, Jeanette, Kulkarni, Smita R., Bornstein, Stefan R., Grässler, Jürgen, Groop, Leif, Voight, Benjamin F., Kettunen, Johanne, Howard, Philip, Taylor, Andrew, Guarrera, Simonetta, Ricceri, Fulvio, Emilsson, Valur, Plump, Andrew, Barroso, Inê, Khaw, Kay-Tee, Weder, Alan B., Hunt, Steven C., Sun, Yan V., Bergman, Richard N., Collins, Francis S., Bonnycastle, Lori L., Scott, Laura J., Stringham, Heather M., Peltonen, Leena, Perola, Marku, Vartiainen, Erkki, Brand, Stefan-Martin, Staessen, Jan A., Wang, Thomas J., Burton, Paul R., Artigas, Maria Soler, Dong, Yanbin, Snieder, Harold, Wang, Xiaoling, Zhu, Haidong, Lohman, Kurt K., Rudock, Megan E., Heckbert, Susan R., Smith, Nicholas L., Wiggins, Kerri L., Doumatey, Ayo, Shriner, Daniel, Veldre, Gudrun, Viigimaa, Margu, Kinra, Sanjay, Prabhakaran, Dorairaj, Tripathy, Vikal, Langefeld, Carl D., Rosengren, Annika, Thelle, Dag S., Corsi, Anna Maria, Singleton, Andrew, Forrester, Terrence, Hilton, Gina, Mckenzie, Colin A., Salako, Tunde, Iwai, Naoharu, Kita, Yoshikuni, Ogihara, Toshio, Ohkubo, Takayoshi, Okamura, Tomonori, Ueshima, Hirotsugu, Umemura, Satoshi, Eyheramendy, Susana, Meitinger, Thoma, Wichmann, H. -Erich, Cho, Yoon Shin, Kim, Hyung-Lae, Lee, Jong-Young, Scott, Jame, Sehmi, Joban S., Zhang, Weihua, Hedblad, Bo, Nilsson, Peter, Smith, George Davey, Wong, Andrew, Narisu, Narisu, Stančáková, Alena, Raffel, Leslie J., Yao, Jie, Kathiresan, Sekar, O'Donnell, Christopher J., Schwartz, Stephen M., Arfan Ikram, M., Longstreth Jr., W. T., Mosley, Thomas H., Seshadri, Sudha, Shrine, Nick R. G., Wain, Louise V., Morken, Mario A., Swift, Amy J., Laitinen, Jaana, Prokopenko, Inga, Zitting, Paavo, Cooper, Jackie A., Humphries, Steve E., Danesh, John, Rasheed, Asif, Goel, Anuj, Hamsten, Ander, Watkins, Hugh, Bakker, Stephan J. L., van Gilst, Wiek H., Janipalli, Charles S., Radha Mani, K., Yajnik, Chittaranjan S., Hofman, Albert, Mattace-Raso, Francesco U. S., Oostra, Ben A., Demirkan, Ayse, Isaacs, Aaron, Rivadeneira, Fernando, Lakatta, Edward G., Orru, Marco, Scuteri, Angelo, Ala-Korpela, Mika, Kangas, Antti J., Lyytikäinen, Leo-Pekka, Soininen, Pasi, Tukiainen, Taru, Würtz, Peter, Twee-HeeOng, Rick, Dörr, Marcu, Kroemer, Heyo K., Völker, Uwe, Völzke, Henry, Galan, Pilar, Hercberg, Serge, Lathrop, Mark, Zelenika, Diana, Deloukas, Pano, Mangino, Massimo, Spector, Tim D., Zhai, Guangju, Meschia, James F., Nalls, Michael A., Sharma, Pankaj, Terzic, Jano, Kranthi Kumar, M. V., Denniff, Matthew, Zukowska-Szczechowska, Ewa, Wagenknecht, Lynne E., Fowkes, F. Gerald R., Charchar, Fadi J., Schwarz, Peter E. H., Hayward, Caroline, Guo, Xiuqing, Rotimi, Charle, Bots, Michiel L., Brand, Eva, Samani, Nilesh J., Polasek, Ozren, Talmud, Philippa J., Nyberg, Fredrik, Kuh, Diana, Laan, Mari, Hveem, Kristian, Palmer, Lyle J., van der Schouw, Yvonne T., Casas, Juan P., Mohlke, Karen L., Vineis, Paolo, Raitakari, Olli, Ganesh, Santhi K., Wong, Tien Y., Shyong Tai, E., Cooper, Richard S., Laakso, Markku, Rao, Dabeeru C., Harris, Tamara B., Morris, Richard W., Dominiczak, Anna F., Kivimaki, Mika, Marmot, Michael G., Miki, Tetsuro, Saleheen, Danish, Chandak, Giriraj R., Coresh, Josef, Navis, Gerjan, Salomaa, Veikko, Han, Bok-Ghee, Zhu, Xiaofeng, Kooner, Jaspal S., Melander, Olle, Ridker, Paul M., Bandinelli, Stefania, Gyllensten, Ulf B., Wright, Alan F., Wilson, James F., Ferrucci, Luigi, Farrall, Martin, Tuomilehto, Jaakko, Pramstaller, Peter P., Elosua, Roberto, Soranzo, Nicole, Sijbrands, Eric J. G., Altshuler, David, Loos, Ruth J. F., Shuldiner, Alan R., Gieger, Christian, Meneton, Pierre, Uitterlinden, Andre G., Wareham, Nicholas J., Gudnason, Vilmundur, Rotter, Jerome I., Rettig, Rainer, Uda, Manuela, Strachan, David P., Witteman, Jacqueline C. M., Hartikainen, Anna-Liisa, Beckmann, Jacques S., Boerwinkle, Eric, Vasan, Ramachandran S., Boehnke, Michael, Larson, Martin G., Järvelin, Marjo-Riitta, Psaty, Bruce M., Abecasis, Gonçalo R., Chakravarti, Aravinda, Elliott, Paul, van Duijn, Cornelia M., Newton-Cheh, Christopher, Levy, Daniel, Caulfield, Mark J., Johnson, Toby, Tang, H, Knowles, J, Hlatky, M, Fortmann, S, Assimes, Tl, Quertermous, T, Go, A, Iribarren, C, Absher, D, Risch, N, Meyers, R, Sidney, S, Ziegler, A, Schillert, A, Bickel, C, Sinning, C, Rupprecht, Hj, Lackner, K, Wild, P, Schnabel, R, Blankenberg, S, Zeller, T, Münzel, T, Perret, C, Cambien, F, Tiret, L, Nicaud, V, Proust, C, Dehghan, A, Hofman, A, Uitterlinden, A, van Duijn, C, Levy, D, Whitteman, J, Cupples, La, Demissie-Banjaw, S, Ramachandran, V, Smith, A, Gudnason, V, Boerwinkle, E, Folsom, A, Morrison, A, Psaty, Bm, Chen, Iy, Rotter, Ji, Bis, J, Volcik, K, Rice, K, Taylor, Kd, Marciante, K, Smith, N, Glazer, N, Heckbert, S, Harris, T, Lumley, T, Kong, A, 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H, Soranzo, N, Spector, Td, Stenvinkel, P, Sternberg, Mj, Swaminathan, R, Ubink-Veltmaat, Lj, Uda, M, Vollenweider, P, Wallace, C, Waterworth, D, Zerres, K, Waeber, G, Wareham, Nj, Maxwell, Ph, Mccarthy, Mi, Jarvelin, Mr, Abecasis, Gr, Lightstone, L, Scott, J, Navis, G, Elliot, P, and Kooner, Js.
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novel loci ,Kidney Disease ,Polymorphism, Single Nucleotide/*genetics ,[SDV]Life Sciences [q-bio] ,left ventricular wall thickness ,LOCI ,Genome-wide association study ,Blood Pressure ,Disease ,Coronary Artery Disease ,030204 cardiovascular system & hematology ,Coronary artery disease ,0302 clinical medicine ,RELEVANCE ,Africa/ethnology ,Cardiovascular Disease ,genetics ,Kidney Diseases/genetics ,Stroke ,genome wide association study ,POPULATION ,ta118 ,Blood pressure ,hypertension ,stroke ,coronary artery disease ,ddc:616 ,0303 health sciences ,education.field_of_study ,Asia/ethnology ,Multidisciplinary ,Coronary Artery Disease/genetics ,COMMON VARIANTS ,Genetic Predisposition to Disease/*genetics ,3. Good health ,Europe ,Cardiovascular Diseases ,Hypertension ,Cardiology ,Kidney Diseases ,HEALTH ,Human ,medicine.medical_specialty ,Asia ,Population ,Renal function ,Polymorphism, Single Nucleotide ,Europe/ethnology ,Article ,CLONING ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,Stroke/genetics ,Internal medicine ,medicine ,Humans ,Cardiovascular Diseases/*genetics ,Genetic Predisposition to Disease ,GENOME-WIDE ASSOCIATION ,education ,METAANALYSIS ,030304 developmental biology ,RECEPTOR ,genes ,blood pressure ,cardiovascular disease risk ,medicine.disease ,Africa ,Blood Pressure/*genetics/physiology ,Hypertension/genetics ,Kidney disease ,Genome-Wide Association Study - Abstract
Blood pressure is a heritable trait influenced by several biological pathways and responsive to environmental stimuli. Over one billion people worldwide have hypertension (≥140 mm Hg systolic blood pressure or ≥90 mm Hg diastolic blood pressure). Even small increments in blood pressure are associated with an increased risk of cardiovascular events. This genome-wide association study of systolic and diastolic blood pressure, which used a multi-stage design in 200,000 individuals of European descent, identified sixteen novel loci: six of these loci contain genes previously known or suspected to regulate blood pressure (GUCY1A3-GUCY1B3, NPR3-C5orf23, ADM, FURIN-FES, GOSR2, GNAS-EDN3); the other ten provide new clues to blood pressure physiology. A genetic risk score based on 29 genome-wide significant variants was associated with hypertension, left ventricular wall thickness, stroke and coronary artery disease, but not kidney disease or kidney function. We also observed associations with blood pressure in East Asian, South Asian and African ancestry individuals. Our findings provide new insights into the genetics and biology of blood pressure, and suggest potential novel therapeutic pathways for cardiovascular disease prevention. ispartof: Nature vol:478 issue:7367 pages:103-109 ispartof: location:England status: published
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- 2011
23. Evidence for three genetic loci involved in both anorexia nervosa risk and variation of body mass index
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K., Pantel, J., Szatkiewicz, J. P., Taico, C., Zerwas, S., Trace, S. E., Davis, O. S. P., Helder, S., Buhren, K., Burghardt, R., Imgart, H., Scherag, S., Boni, C., Ramoz, N., Versini, A., Danner, U. N., de Kove, C., Hendriks, J., Koeleman, B. P. C., Ophoff, R. A., Strengman, E., Bruson, A., Clementi, M., Degortes, D., Forzan, M., Tenconi, E., Docampo, E., Jimenez-Murcia, G. E. S., Lissowska, J., Rajewski, A., Szeszenia-Dabrowska, N., Slopien, A., Hauser, J., Karhunen, L., Meulenbelt, I., Slagboom, P. E., Tortorella, A., Maj, M., Dedoussis, G., Dedoussis, G. V., Dikeos, D., Gonidakis, F., Tziouvas, K., Tsitsika, A., Papezova, H., Slachtova, L., Martaskova, D., Kennedy, J. L., Levitan, R. D., Yilmaz, Z., Huemer, J., Koubek, D., Merl, E., Wagner, G., Lichtenstein, P., Breen, G., Cohen-Woods, S., Farmer, A., Mcguffin, P., Cichon, S., Giegling, I., Herms, S., Rujescu, D., Schreiber, S., Wichmann, H. -E., Christian, D., Sladek, R., Gambaro, G., Soranzo, N., Julia, A., Marsal, S., Rabionet, R., Gaborieau, V., Dick, D. M., Palotie, A., Ripatti, S., Widen, E., Andreassen, O. A., Espeseth, T., Lundervold, A., Reinvang, I., Steen, V. M., Le Hellard, S., Mattingsdal, M., Ntalla, I., Bencko, V., Foretova, L., Janout, V., Navratilova, M., Gallinger, S., Pinto, D., Scherer, S. W., Aschauer, H., Carlberg, L., Schosser, A., Alfredsson, L., Ding, B., Klareskog, L., Padyukov, L., Finan, C., Kalsi, G., Roberts, M., Logan, D. W., Peltonen, L., Ritchie, G. R. S., Barrett, J. C., Estivill, X., Sullivan, P. F., Anderson, C. A., Mcginnis, R., Sambrook, J., Stephens, J., Ouwehand, W. H., Mcardle, W. L., Mcardle, P. F., Ring, S. M., Strachan, D. P., Alexander, G., Conlon, P. 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A., Lehtimaki, T., Lewin, A., Lindgren, C., Lindi, V., Maggi, R., Marsh, J., Mccarthy, M. I., Melbye, M., Middeldorp, C., Millwood, I., Mohlke, K. L., Mook-Kanamori, D. O., Murray, J. C., Nivard, M., Nohr, E. A., Oken, E., Ong, K. K., O'Reilly, P. F., Palmer, L. J., Panoutsopoulou, K., Pararajasingham, J., Pearson, E. R., Pennell, C. E., Power, C., Price, T. S., Prokopenko, I., Raitakari, O. T., Rodriguez, A., Salem, R. M., Saw, S. M., Sebert, S., Siitonen, N., Simell, O., Sorensen, T. I., Sovio, U., Pourcain, B. S., Sunyer, J., Taal, H. R., Teo, Y. Y., Thiering, E., Tiesler, C., Timpson, N. J., Uitterlinden, A. G., Valcarcel, B., Warrington, N. M., White, S., Willemsen, G., Wilson, J. F., Yaghootkar, H., Elks, C. E., Perry, J. R., Sulem, P., Chasman, D. I., Franceschini, N., He, C., Lunetta, K. L., Visser, J. A., Byrne, E. M., Gudbjartsson, D. F., Koller, D. L., Kutalik, Z., Lin, P., Mangino, M., Marongiu, M., Smith, A. V., Stolk, L., van Wingerden, S. H., Zhao, J. H., Albrecht, E., Corre, T., Ingelsson, E., Hayward, C., Magnusson, P. K., Smith, E. N., Ulivi, S., Warrington, M., Zgaga, L., Alavere, H., Amin, N., Aspelund, T., Bandinelli, S., Barroso, I., Berenson, G. S., Bergmann, S., Boerwinkle, E., Buring, J. E., Busonero, F., Campbell, H., Chanock, S. J., Cornelis, M. C., Couper, D., Coviello, A. D., D'Adamo, P., de Faire, U., de Geus, E. J., Deloukas, P., Doring, A., Davey Smith, G., Easton, D. F., Eiriksdottir, G., Emilsson, V., Eriksson, J., Ferrucci, L., Folsom, A. R., Foroud, T., Garcia, M., Gasparini, P., Gieger, C., Gudnason, V., Hall, P., Hankinson, S. E., Ferreli, L., Heath, A. C., Hernandez, D. G., Hofman, A., Hu, F. B., Illig, T., Karasik, D., Khaw, K. T., Kiel, D. P., Kolcic, I., Kraft, P., Launer, L. J., Laven, J. S., Li, S., Liu, J., Levy, D., Martin, N. G., Mooser, V., Murray, S. S., Nalls, M. A., Navarro, P., Nelis, M., Ness, A. R., Northstone, K., Oostra, B. A., Peacock, M., Pare, G., Parker, A. N., Pedersen, N. 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J., Hinney, Anke, Kesselmeier, Miriam, Jall, Sigrid, Volckmar, Anna-Lena, Föcker, Manuel, Hebebrand, J, GCAN, WTCCC3, GIANT, EGG, Price Foundation Collaborative Group, Children’s Hospital of Philadelphia/Price Foundation, Cardiology, Vascular Medicine, ACS - Amsterdam Cardiovascular Sciences, ACS - Atherosclerosis & ischemic syndromes, Hinney, A, Kesselmeier, M, Jall, S, Volckmar, Al, Focker, M, Antel, J, Gcan, Wtccc3, Heid, Im, Winkler, Tw, Grant, Sfa, Giant, Manunta, P, Sfa, Grant, Egg, Guo, Y, Bergen, Aw, Kaye, W, Berrettini, W, Hakonarson, H, Price Foundation Collaborative, Group, Children’s Hospital of Philadelphia/Price, Foundation, Herpertz-Dahlmann, B, de Zwaan, M, Herzog, W, Ehrlich, S, Zipfel, S, Egberts, Km, Adan, R, Brandys, M, van Elburg, A, Perica, Vb, Franklin, C, Tschop, Mh, Zeggini, E, Bulik, Cm, Collier, D, Scherag, A, Muller, Td, Animal Ecology, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Methodology, Volckmar, A-L, Föcker, M, Gcan, Wtccc, Gasparini, P, D'Adamo, A, Children’S Hospital of Philadelphia/Price, Foundation, Boraska Perica, V, Tschöp, Mh, and Müller, Td
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Netherlands Twin Register (NTR) ,Male ,Anorexia Nervosa ,Genome-wide association study ,Cardiovascular ,Linkage Disequilibrium ,Body Mass Index ,0302 clinical medicine ,Databases, Genetic ,WTCCC3 ,Aetiology ,Cancer ,0303 health sciences ,Loci ,Genetic Predisposition to Disease/genetics ,Cross-disorder ,Anorèxia nerviosa ,anorexia nervosa (AN) ,Shared ,3. Good health ,Psychiatry and Mental health ,Urological cancers Radboud Institute for Health Sciences [Radboudumc 15] ,Human ,Alleles ,Body Weight ,Female ,Gene Frequency ,Genetic Loci ,Genetic Predisposition to Disease ,Genetic Variation ,Genome-Wide Association Study ,Humans ,Obesity ,Polymorphism, Single Nucleotide ,Risk Factors ,Molecular Biology ,Psychiatry and Mental Health ,Cellular and Molecular Neuroscience ,medicine.medical_specialty ,Locus (genetics) ,Single-nucleotide polymorphism ,ta3111 ,Article ,03 medical and health sciences ,Genetic ,SDG 3 - Good Health and Well-being ,Genetics ,EGG ,Polymorphism ,Children’s Hospital of Philadelphia/Price Foundation ,body mass index (BMI) ,genome-wide association meta-analysis (GWAMA) ,Prevention ,ta1184 ,medicine.disease ,030104 developmental biology ,Endocrinology ,diagnostic markers ,Body mass index ,Genètica ,030217 neurology & neurosurgery ,0301 basic medicine ,Linkage disequilibrium ,GIANT ,Medizin ,Obesity/genetics ,Overweight ,Medical and Health Sciences ,Oral and gastrointestinal ,Anorexia Nervosa/genetics ,2.1 Biological and endogenous factors ,Psychiatry ,2. Zero hunger ,Allele ,Eating disorder ,Single Nucleotide ,Biological Sciences ,Polymorphism, Single Nucleotide/genetics ,Price Foundation Collaborative Group ,Stroke ,psychiatric disorders ,Gene Frequency/genetics ,medicine.symptom ,Databases ,Internal medicine ,Body Weight/genetics ,medicine ,Journal Article ,Linkage Disequilibrium/genetics ,ddc:610 ,Metabolic and endocrine ,Nutrition ,030304 developmental biology ,GCAN ,business.industry ,Risk Factor ,Human Genome ,Psychology and Cognitive Sciences ,Bulimia nervosa ,business - Abstract
The maintenance of normal body weight is disrupted in patients with anorexia nervosa (AN) for prolonged periods of time. Prior to the onset of AN, premorbid body mass index (BMI) spans the entire range from underweight to obese. After recovery, patients have reduced rates of overweight and obesity. As such, loci involved in body weight regulation may also be relevant for AN and vice versa. Our primary analysis comprised a cross-trait analysis of the 1000 single-nucleotide polymorphisms (SNPs) with the lowest P-values in a genome-wide association meta-analysis (GWAMA) of AN (GCAN) for evidence of association in the largest published GWAMA for BMI (GIANT). Subsequently we performed sex-stratified analyses for these 1000 SNPs. Functional ex vivo studies on four genes ensued. Lastly, a look-up of GWAMA-derived BMI-related loci was performed in the AN GWAMA. We detected significant associations (P-values
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- 2017
24. Meta-analysis identifies multiple loci associated with kidney function-related traits in east Asian populations
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Viigimaa, M, Bandinelli, S, Metter, Je, Lupo, Antonio, Trabetti, Elisabetta, Sorice, R, Döring, A, Lattka, E, Strauch, K, Theis, F, Waldenberger, M, Davies, G, Gow, Aj, Bruinenberg, M, Stolk, Rp, Winkelmann, Br, Boehm, Bo, Lucae, S, Curhan, G, Mudgal, P, Plenge, Rm, Portas, L, Persico, I, Kirin, M, Mateo Leach, I, van Gilst WH, Goel, A, Ongen, H, von Eckardstein, A, Cucca, F, Nagaraja, R, Piras, Mg, Schurmann, C, Budde, K, Ernst, F, Farrington, Sm, Theodoratou, E, Jula, A, Perola, M, Salomaa, V, Shin, Sy, Sala, C, Kähönen, M, Viikari, J, Hengstenberg, C, Nelson, Cp, Meschia, Jf, Nalls, Ma, Sharma, P, Singleton, Ab, Burnier, M, Attia, J, Laan, M, Hillege, Hl, Kloiber, S, Choi, H, Pirastu, M, Tore, S, Whitfield, Jb, Fornage, M, Gasparini, P, Siscovick, Ds, Bouatia Naji, N, Metspalu, A, Borecki, Ib, Gambaro, G, Deary, Ij, Wolffenbuttel, Bh, März, W, Watkins, H, Schipf, S, Dunlop, Mg, Ripatti, S, Toniolo, D, Raitakari, O, Ciullo, M, Caulfield, M, Gieger, C., Okada, Y, Sim, X, Go, Mj, Wu, 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Luttropp, K, Maréchal, C, Melander, O, Munroe, Pb, Nordfors, L, Parsa, A, Peltonen, L, Penninx, Bw, Perucha, E, Pouta, A, Prokopenko, I, Roderick, Pj, Ruokonen, A, Samani, Nj, Sanna, S, Schalling, M, Schlessinger, D, Schlieper, G, Seelen, Ma, Shuldiner, Ar, Sjögren, M, Smit, Jh, Snieder, H, Soranzo, N, Spector, Td, Stenvinkel, P, Sternberg, Mj, Swaminathan, R, Ubink Veltmaat, Lj, Uda, M, Vollenweider, P, Wallace, C, Waterworth, D, Zerres, K, Waeber, G, Wareham, Nj, Maxwell, Ph, Mccarthy, Mi, Jarvelin, Mr, Mooser, V, Abecasis, Gr, Lightstone, L, Scott, J, Navis, G, Elliott, P, Köttgen, A, Pattaro, C, Böger, Ca, Fuchsberger, C, Olden, M, Glazer, Nl, Gao, X, Yang, Q, Smith, Av, O'Connell, Jr, Li, M, Schmidt, H, Isaacs, A, Ketkar, S, Hwang, Sj, Johnson, Ad, Dehghan, A, Teumer, A, Paré, G, Atkinson, Ej, Zeller, T, Lohman, K, Cornelis, Mc, Probst Hensch, Nm, Kronenberg, F, Tönjes, A, Hayward, C, Aspelund, T, Eiriksdottir, G, Launer, Lj, Harris, Tb, Rampersaud, E, Mitchell, Bd, Arking, De, Boerwinkle, E, Struchalin, M, Cavalieri, M, Singleton, A, Giallauria, F, Metter, J, de Boer, Ih, Haritunians, T, Lumley, T, Siscovick, D, Psaty, Bm, Zillikens, Mc, Oostra, Ba, Feitosa, M, Province, M, de Andrade, M, Turner, St, Schillert, A, Ziegler, A, Wild, P, Schnabel, Rb, Wilde, S, Munzel, Tf, Leak, T, Illig, T, Klopp, N, Meisinger, C, Wichmann, He, Koenig, W, Zgaga, L, Zemunik, T, Kolcic, I, Minelli, C, Hu, Fb, Johansson, Å, Igl, W, Zaboli, G, Wild, Sh, Wright, Af, Campbell, H, Ellinghaus, D, Schreiber, S, Aulchenko, Y, Felix, Jf, Rivadeneira, F, Uitterlinden, Ag, Hofman, A, Imboden, M, Nitsch, D, Brandstätter, A, Kollerits, B, Kedenko, L, Mägi, R, Stumvoll, M, Kovacs, P, Boban, M, Campbell, S, Endlich, K, Völzke, H, Kroemer, Hk, Nauck, M, Völker, U, Polasek, O, Vitart, V, Badola, S, Parker, An, Ridker, Pm, Kardia, Sl, Blankenberg, S, Liu, Y, Curhan, Gc, Franke, A, Rochat, T, Paulweber, B, Wang, W, Gudnason, V, Coresh, J, Schmidt, R, Shlipak, Mg, van Duijn, Cm, Borecki, I, Krämer, Bk, Rudan, I, Gyllensten, U, Wilson, Jf, Witteman, Jc, Pramstaller, Pp, Rettig, R, Hastie, N, Chasman, Di, Kao, Wh, Heid, Im, Fox, C, Krumsiek, J, Hundertmark, C, Pistis, G, Ruggiero, D, O'Seaghdha, M, Haller, T, Kutalik, Z, Shi, J, Middelberg, P, Gaffo, Al, Pirastu, Nicola, Li, G, Huffman, J, Yengo, L, Zhao, Jh, Demirkan, A, Feitosa, Mf, Liu, X, Malerba, G, Lopez, Lm, Li, X, Kleber, Me, Hicks, Aa, Nolte, Im, Johansson, A, Murgia, F, Peden, Jf, Steri, M, Tenesa, A, Salo, P, Mangino, M, Rose, Lm, Lehtimäki, T, Woodward, Om, Tin, A, Müller, C, Oldmeadow, C, Putku, M, Czamara, D, Kraft, P, Frogheri, L, Thun, Ga, Grotevendt, A, Gislason, Gk, Mcardle, P, Schallert, M, Martin, Ng, Montgomery, Gw, Jacobs DR, Jr, Liu, K, D'Adamo, ADAMO PIO, Ulivi, S, Rotter, Ji, Navaro, P, Balkau, B, Froguel, P, Esko, T, Salumets, A, Khaw, Kt, Langenberg, C, Kraja, A, Zhang, Q, Scott, Rj, Holliday, Eg, Org, E, Viigimaa, M, Bandinelli, S, Metter, Je, Lupo, A, Trabetti, E, Sorice, R, Döring, A, Lattka, E, Strauch, K, Theis, F, Waldenberger, M, Davies, G, Gow, Aj, Bruinenberg, M, Stolk, Rp, Winkelmann, Br, Boehm, Bo, Lucae, S, Curhan, G, Mudgal, P, Plenge, Rm, Portas, L, Persico, I, Kirin, M, Mateo Leach, I, van Gilst, Wh, Goel, A, Ongen, H, von Eckardstein, A, Cucca, F, Nagaraja, R, Piras, Mg, Schurmann, C, Budde, K, Ernst, F, Farrington, Sm, Theodoratou, E, Jula, A, Perola, M, Salomaa, V, Shin, Sy, Sala, C, Kähönen, M, Viikari, J, Hengstenberg, C, Nelson, Cp, Meschia, Jf, Nalls, Ma, Sharma, P, Singleton, Ab, Burnier, M, Attia, J, Laan, M, Hillege, Hl, Kloiber, S, Choi, H, Pirastu, M, Tore, S, Whitfield, Jb, Fornage, M, Gasparini, Paolo, Bouatia Naji, N, Metspalu, A, Borecki, Ib, Gambaro, G, Deary, Ij, Wolffenbuttel, Bh, März, W, Watkins, H, Schipf, S, Dunlop, Mg, Ripatti, S, Toniolo, D, Raitakari, O, Ciullo, M, Caulfield, M, Gieger, C., KidneyGen Consortium, CKDGen Consortium, GUGC consortium, Chambers, J.C., Zhang, W., Lord, G.M., van der Harst, P., Lawlor, D.A., Sehmi, J.S., Gale, D.P., Wass, M.N., Ahmadi, K.R., Bakker, S.J., Beckmann, J., Bilo, H.J., Bochud, M., Brown, M.J., Caulfield, M.J., Connell, J.M., Cook, H.T., Cotlarciuc, I., Smith, G.D., de Silva, R., Deng, G., Devuyst, O., Dikkeschei, L.D., Dimkovic, N., Dockrell, M., Dominiczak, A., Ebrahim, S., Eggermann, T., Farrall, M., Ferrucci, L., Floege, J., Forouhi, N.G., Gansevoort, R.T., Han, X., Hedblad, B., van der Heide, J.J., Hepkema, B.G., Hernandez-Fuentes, M., Hypponen, E., Johnson, T., de Jong, P.E., Kleefstra, N., Lagou, V., Lapsley, M., Li, Y., Loos, R.J., Luan, J., Luttropp, K., Maréchal, C., Melander, O., Munroe, P.B., Nordfors, L., Parsa, A., Peltonen, L., Penninx, B.W., Perucha, E., Pouta, A., Prokopenko, I., Roderick, P.J., Ruokonen, A., Samani, N.J., Sanna, S., Schalling, M., Schlessinger, D., Schlieper, G., Seelen, M.A., Shuldiner, A.R., Sjögren, M., Smit, J.H., Snieder, H., Soranzo, N., Spector, T.D., Stenvinkel, P., Sternberg, M.J., Swaminathan, R., Tanaka, T., Ubink-Veltmaat, L.J., Uda, M., Vollenweider, P., Wallace, C., Waterworth, D., Zerres, K., Waeber, G., Wareham, N.J., Maxwell, P.H., McCarthy, M.I., Jarvelin, M.R., Mooser, V., Abecasis, G.R., Lightstone, L., Scott, J., Navis, G., Elliott, P., Kooner, J.S., Köttgen, A., Pattaro, C., Böger, C.A., Fuchsberger, C., Olden, M., Glazer, N.L., Gao, X., Yang, Q., Smith, A.V., O'Connell, J.R., Li, M., Schmidt, H., Isaacs, A., Ketkar, S., Hwang, S.J., Johnson, A.D., Dehghan, A., Teumer, A., Paré, G., Atkinson, E.J., Zeller, T., Lohman, K., Cornelis, M.C., Probst-Hensch, N.M., Kronenberg, F., Tönjes, A., Hayward, C., Aspelund, T., Eiriksdottir, G., Launer, L.J., Harris, T.B., Rampersaud, E., Mitchell, B.D., Arking, D.E., Boerwinkle, E., Struchalin, M., Cavalieri, M., Singleton, A., Giallauria, F., Metter, J., de Boer, I.H., Haritunians, T., Lumley, T., Siscovick, D., Psaty, B.M., Zillikens, M.C., Oostra, B.A., Feitosa, M., Province, M., de Andrade, M., Turner, S.T., Schillert, A., Ziegler, A., Wild, P.S., Schnabel, R.B., Wilde, S., Munzel, T.F., Leak, T.S., Illig, T., Klopp, N., Meisinger, C., Wichmann, H.E., Koenig, W., Zgaga, L., Zemunik, T., Kolcic, I., Minelli, C., Hu, F.B., Johansson, Å., Igl, W., Zaboli, G., Wild, S.H., Wright, A.F., Campbell, H., Ellinghaus, D., Schreiber, S., Aulchenko, Y.S., Felix, J.F., Rivadeneira, F., Uitterlinden, A.G., Hofman, A., Imboden, M., Nitsch, D., Brandstätter, A., Kollerits, B., Kedenko, L., Mägi, R., Stumvoll, M., Kovacs, P., Boban, M., Campbell, S., Endlich, K., Völzke, H., Kroemer, H.K., Nauck, M., Völker, U., Polasek, O., Vitart, V., Badola, S., Parker, A.N., Ridker, P.M., Kardia, S.L., Blankenberg, S., Liu, Y., Curhan, G.C., Franke, A., Rochat, T., Paulweber, B., Wang, W., Gudnason, V., Coresh, J., Schmidt, R., Shlipak, M.G., van Duijn, C.M., Borecki, I., Krämer, B.K., Rudan, I., Gyllensten, U., Wilson, J.F., Witteman, J.C., Pramstaller, P.P., Rettig, R., Hastie, N., Chasman, D.I., Kao, W.H., Heid, I.M., Fox, C.S., Albrecht, E., Krumsiek, J., Hundertmark, C., Pistis, G., Ruggiero, D., O'Seaghdha, M., Haller, T., Kutalik, Z., Shi, J., Middelberg, P.S., Gaffo, A.L., Pirastu, N., Li, G., Huffman, J., Yengo, L., Zhao, J.H., Demirkan, A., Feitosa, M.F., Liu, X., Malerba, G., Lopez, L.M., Li, X., Kleber, M.E., Hicks, A.A., Nolte, I.M., Johansson, A., Murgia, F., Peden, J.F., Steri, M., Tenesa, A., Salo, P., Mangino, M., Rose, L.M., Lehtimäki, T., Woodward, O.M., Okada, Y., Tin, A., Müller, C., Oldmeadow, C., Putku, M., Czamara, D., Kraft, P., Frogheri, L., Thun, G.A., Grotevendt, A., Gislason, G.K., McArdle, P., Schallert, M., Martin, N.G., Montgomery, G.W., Kubo, M., Nakamura, Y., Jacobs, D.R., Liu, K., D'Adamo, P., Ulivi, S., Rotter, J.I., Navaro, P., Balkau, B., Froguel, P., Esko, T., Salumets, A., Khaw, K.T., Langenberg, C., Kraja, A., Zhang, Q., Scott, R.J., Holliday, E.G., Org, E., Viigimaa, M., Bandinelli, S., Metter, J.E., Lupo, A., Trabetti, E., Sorice, R., Döring, A., Lattka, E., Strauch, K., Theis, F., Waldenberger, M., Davies, G., Gow, A.J., Bruinenberg, M., Stolk, R.P., Winkelmann, B.R., Boehm, B.O., Lucae, S., Curhan, G., Mudgal, P., Plenge, R.M., Portas, L., Persico, I., Kirin, M., Mateo Leach, I., van Gilst, W.H., Goel, A., Ongen, H., von Eckardstein, A., Cucca, F., Nagaraja, R., Piras, M.G., Schurmann, C., Budde, K., Ernst, F., Farrington, S.M., Theodoratou, E., Jula, A., Perola, M., Salomaa, V., Shin, S.Y., Sala, C., Kähönen, M., Viikari, J., Hengstenberg, C., Nelson, C.P., Meschia, J.F., Nalls, M.A., Sharma, P., Singleton, A.B., Kamatani, N., Burnier, M., Attia, J., Laan, M., Hillege, H.L., Kloiber, S., Choi, H., Pirastu, M., Tore, S., Whitfield, J.B., Fornage, M., Gasparini, P., Siscovick, D.S., Bouatia-Naji, N., Metspalu, A., Borecki, I.B., Gambaro, G., Deary, I.J., Wolffenbuttel, B.H., März, W., Watkins, H., Schipf, S., Dunlop, M.G., Ripatti, S., Toniolo, D., Raitakari, O., Ciullo, M., Caulfield, M., Obstetrics & Gynecology, Medical Informatics, Okada, Yukinori, Sim, Xueling, Go, Min Jin, Wu, Jer-Yuarn, Gu, Dongfeng, Takeuchi, Fumihiko, Takahashi, Atsushi, Maeda, Shiro, Tsunoda, Tatsuhiko, Chen, Peng, Lim, Su-Chi, Wong, Tien-Yin, Liu, Jianjun, Young, Terri L., Aung, Tin, Seielstad, Mark, Teo, Yik-Ying, Kim, Young Jin, Lee, Jong-Young, Han, Bok-Ghee, Kang, Daehee, Chen, Chien-Hsiun, Tsai, Fuu-Jen, Chang, Li-Ching, Cathy Fann, S. -J. C., Mei, Hao, Rao, Dabeeru C., Hixson, James E., Chen, Shufeng, Katsuya, Tomohiro, Isono, Masato, Ogihara, Toshio, Chambers, John C., Zhang, Weihua, Kooner, Jaspal S., Albrecht, Eva, Yamamoto, Kazuhiko, Kubo, Michiaki, Nakamura, Yusuke, Kamatani, Naoyuki, Kato, Norihiro, He, Jiang, Chen, Yuan-Tsong, Cho, Yoon Shin, Tai, E-Shyong, Tanaka, Toshihiro, de Silva, R Deng G, Hernandez-Fuentes, M, Ubink-Veltmaat, Lj, Probst-Hensch, Nm, Giallauria, Francesco, Pirastu, N, D'Adamo, P, Gasparini, P, and Bouatia-Naji, N
- Subjects
Asian Continental Ancestry Group ,kidney ,Population ,Renal function ,Genome-wide association study ,Biology ,Kidney ,Polymorphism, Single Nucleotide ,Article ,Blood Urea Nitrogen ,Cohort Studies ,chemistry.chemical_compound ,SDG 3 - Good Health and Well-being ,Asian People ,loci ,Asian ,medicine ,Humans ,genetics ,Genetic Predisposition to Disease ,Renal Insufficiency, Chronic ,education ,meta-analysis ,Genome-Wide Association Study ,Genetic association ,Genetics ,Creatinine ,education.field_of_study ,ta3121 ,medicine.disease ,Uric Acid ,Asian Continental Ancestry Group/genetics ,Creatinine/blood ,Glomerular Filtration Rate/genetics ,Kidney/physiology ,Renal Insufficiency, Chronic/genetics ,Uric Acid/blood ,medicine.anatomical_structure ,chemistry ,Genetic epidemiology ,Cohort Studie ,Human ,Kidney disease ,Glomerular Filtration Rate - Abstract
Chronic kidney disease (CKD), impairment of kidney function, is a serious public health problem, and the assessment of genetic factors influencing kidney function has substantial clinical relevance. Here, we report a meta-analysis of genomewide association studies for kidney function-related traits, including 71,149 east Asian individuals from 18 studies in 11 population-, hospital- or family-based cohorts, conducted as part of the Asian Genetic Epidemiology Network (AGEN). Our meta-analysis identified 17 loci newly associated with kidney function-related traits, including the concentrations of blood urea nitrogen, uric acid and serum creatinine and estimated glomerular filtration rate based on serum creatinine levels (eGFRcrea) (P < 5.0 x 10(-8)). We further examined these loci with in silico replication in individuals of European ancestry from the KidneyGen, CKDGen and GUGC consortia, including a combined total of similar to 110,347 individuals. We identify pleiotropic associations among these loci with kidney function-related traits and risk of CKD. These findings provide new insights into the genetics of kidney function.
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- 2012
25. Corrigendum: 1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function.
- Author
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Gorski, M., Most, PJV, Teumer, A., Chu, A.Y., Li, M., Mijatovic, V., Nolte, I.M., Cocca, M., Taliun, D., Gomez, F., Li, Y., Tayo, B., Tin, A., Feitosa, M.F., Aspelund, T., Attia, J., Biffar, R., Bochud, M., Boerwinkle, E., Borecki, I., Bottinger, E.P., Chen, M.H., Chouraki, V., Ciullo, M., Coresh, J., Cornelis, M.C., Curhan, G.C., Adamo, A.P., Dehghan, A., Dengler, L., Ding, J., Eiriksdottir, G., Endlich, K., Enroth, S., Esko, T., Franco, O.H., Gasparini, P., Gieger, C., Girotto, G., Gottesman, O., Gudnason, V., Gyllensten, U., Hancock, S.J., Harris, T.B., Helmer, C., Höllerer, S., Hofer, E., Hofman, A., Holliday, E.G., Homuth, G., Hu, F.B., Huth, C., Hutri-Kähönen, N., Hwang, S.J., Imboden, M., Johansson, Å., Kähönen, M., König, W., Kramer, H., Krämer, B.K., Kumar, A., Kutalik, Z., Lambert, J.C., Launer, L.J., Lehtimäki, T., de Borst, M.H., Navis, G., Swertz, M., Liu, Y., Lohman, K., Loos, RJF, Lu, Y., Lyytikäinen, L.P., McEvoy, M.A., Meisinger, C., Meitinger, T., Metspalu, A., Metzger, M., Mihailov, E., Mitchell, P., Nauck, M., Oldehinkel, A.J., Olden, M., Wjh Penninx, B., Pistis, G., Pramstaller, P.P., Probst-Hensch, N., Raitakari, O.T., Rettig, R., Ridker, P.M., Rivadeneira, F., Robino, A., Rosas, S.E., Ruderfer, D., Ruggiero, D., Saba, Y., Sala, C., Schmidt, H., Schmidt, R., Scott, R.J., Sedaghat, S., Smith, A.V., Sorice, R., Stengel, B., Stracke, S., Strauch, K., Toniolo, D., Uitterlinden, A.G., Ulivi, S., Viikari, J.S., Völker, U., Vollenweider, P., Völzke, H., Vuckovic, D., Waldenberger, M., Wang, J.J., Yang, Q., Chasman, D.I., Tromp, G., Snieder, H., Heid, I.M., Fox, C.S., Köttgen, A., Pattaro, C., Böger, C.A., Fuchsberger, C., Gorski, M., Most, PJV, Teumer, A., Chu, A.Y., Li, M., Mijatovic, V., Nolte, I.M., Cocca, M., Taliun, D., Gomez, F., Li, Y., Tayo, B., Tin, A., Feitosa, M.F., Aspelund, T., Attia, J., Biffar, R., Bochud, M., Boerwinkle, E., Borecki, I., Bottinger, E.P., Chen, M.H., Chouraki, V., Ciullo, M., Coresh, J., Cornelis, M.C., Curhan, G.C., Adamo, A.P., Dehghan, A., Dengler, L., Ding, J., Eiriksdottir, G., Endlich, K., Enroth, S., Esko, T., Franco, O.H., Gasparini, P., Gieger, C., Girotto, G., Gottesman, O., Gudnason, V., Gyllensten, U., Hancock, S.J., Harris, T.B., Helmer, C., Höllerer, S., Hofer, E., Hofman, A., Holliday, E.G., Homuth, G., Hu, F.B., Huth, C., Hutri-Kähönen, N., Hwang, S.J., Imboden, M., Johansson, Å., Kähönen, M., König, W., Kramer, H., Krämer, B.K., Kumar, A., Kutalik, Z., Lambert, J.C., Launer, L.J., Lehtimäki, T., de Borst, M.H., Navis, G., Swertz, M., Liu, Y., Lohman, K., Loos, RJF, Lu, Y., Lyytikäinen, L.P., McEvoy, M.A., Meisinger, C., Meitinger, T., Metspalu, A., Metzger, M., Mihailov, E., Mitchell, P., Nauck, M., Oldehinkel, A.J., Olden, M., Wjh Penninx, B., Pistis, G., Pramstaller, P.P., Probst-Hensch, N., Raitakari, O.T., Rettig, R., Ridker, P.M., Rivadeneira, F., Robino, A., Rosas, S.E., Ruderfer, D., Ruggiero, D., Saba, Y., Sala, C., Schmidt, H., Schmidt, R., Scott, R.J., Sedaghat, S., Smith, A.V., Sorice, R., Stengel, B., Stracke, S., Strauch, K., Toniolo, D., Uitterlinden, A.G., Ulivi, S., Viikari, J.S., Völker, U., Vollenweider, P., Völzke, H., Vuckovic, D., Waldenberger, M., Wang, J.J., Yang, Q., Chasman, D.I., Tromp, G., Snieder, H., Heid, I.M., Fox, C.S., Köttgen, A., Pattaro, C., Böger, C.A., and Fuchsberger, C.
- Abstract
This corrects the article DOI: 10.1038/srep45040.
- Published
- 2017
26. Genome-wide physical activity interactions in adiposity:a meta-analysis of 200,452 adults
- Author
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Graff, M. (Mariaelisa), Scott, R. A. (Robert A.), Justice, A. E. (Anne E.), Young, K. L. (Kristin L.), Feitosa, M. F. (Mary F.), Barata, L. (Llilda), Winkler, T. W. (Thomas W.), Chu, A. Y. (Audrey Y.), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N. L. (Nancy L.), den Hoed, M. (Marcel), Ahluwalia, T. S. (Tarunveer S.), Qi, Q. (Qibin), Ngwa, J. S. (Julius S.), Renstrom, F. (Frida), Quaye, L. (Lydia), Eicher, J. D. (John D.), Hayes, J. E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltan), Lim, E. (Elise), Luan, J. (Jian'an), Huffman, J. E. (Jennifer E.), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P. J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. M. (Pedro M.), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A. V. (Albert Vernon), Kumari, M. (Meena), Harder, M. N. (Marie Neergaard), Justesen, J. M. (Johanne Marie), Kleber, M. E. (Marcus E.), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N. V. (Natalia V.), Whitfield, J. B. (John B.), Zhao, J. H. (Jing Hua), Stringham, H. M. (Heather M.), Lyytikainen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G. (Gonneke), Peyrot, W. J. (Wouter J.), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayse), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L. F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Magl, R. (Reedlk), Van der Most, P. J. (Peter J.), Jackson, A. U. (Anne U.), Bragg-Gresham, J. L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, A. (Asa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L. S. (Linda S.), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J. (John), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Bertoni, A. G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amelle), Bonnycastle, L. L. (Lori L.), Borja, J. B. (Judith B.), Brage, S. (Soren), Busonero, F. (Fabio), Buyske, S. (Steve), Campbell, H. (Harry), Chines, P. S. (Peter S.), Collins, F. S. (Francis S.), Corre, T. (Tanguy), Smith, G. D. (George Davey), Delgado, G. E. (Graciela E.), Dueker, N. (Nicole), Doerr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tonu), Faul, J. D. (Jessica D.), Fu, M. (Mao), Faerch, K. (Kristine), Gieger, C. (Christian), Glaeser, S. (Sven), Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T. B. (Tanja B.), Grarup, N. (Niels), van Grootheest, G. (Gerard), Harald, K. (Kennet), Hastie, N. D. (Nicholas D.), Havulinna, A. S. (Aki S.), Hernandez, D. (Dena), Hindorff, L. (Lucia), Hocking, L. J. (Lynne J.), Holmens, O. L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J. J. (Jouke Jan), Huang, J. (Jie), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kahonen, N. (Nina), James, A. L. (Alan L.), Jansson, J.-O. (John-Olov), Jhun, M. A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaloy, K. (Kirsti), Kahonen, M. (Mika), Lakka, T. A. (Timo A.), Launer, L. J. (Lenore J.), Lehne, B. (Benjamin), Lindgren, C. M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K. L. (Keri L.), Montgomery, G. W. (Grant W.), De Moor, M. H. (Marleen H. M.), Mulas, A. (Antonella), Mueller-Nurasyid, M. (Martina), Musk, A. W. (A. W.), Mannikko, R. (Reija), Mannisto, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J. A. (Jennifer A.), Nolte, I. M. (Ilja M.), Oldehinkel, A. J. (Albertine J.), Olden, M. (Matthias), Ong, K. K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P. A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L. J. (Laura J.), Rawal, R. (Rajesh), Ridker, P. M. (Paul M.), Rose, L. M. (Lynda M.), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M. A. (Mark A.), Savonen, K. (Kai), Scott, W. R. (William R.), Sanna, S. (Serena), Shuldiner, A. R. (Alan R.), Sidney, S. (Steve), Silbernagel, G. (Guenther), Smith, B. H. (Blair H.), Smith, J. A. (Jennifer A.), Snieder, H. (Harold), Stancakova, A. (Alena), Sternfeld, B. (Barbara), Swift, A. J. (Amy J.), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), van Vliet-Ostaptchouk, J. V. (Jana V.), Vohl, M.-C. (Marie-Claude), Voelker, U. (Uwe), Waeber, G. (Gerard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A. F. (Alan F.), Zillikens, M. C. (M. Carola), Zubair, N. (Niha), Haiman, C. A. (Christopher A.), Lemarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira, F. (Fernando), Uitterlinden, A. G. (Andre G.), Perusse, L. (Louis), Wilson, J. F. (James F.), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C. A. (Catharina A.), Toenjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L. J. (Lyle J.), Kardia, S. L. (Sharon L. R.), Rauramaa, R. (Rainer), Sorensen, T. I. (Thorkild I. A.), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B. W. (Brenda W. J. H.), de Geus, E. J. (Eco J. C.), Boomsma, D. I. (Dorret I.), Lehtimaki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N. G. (Nicholas G.), Kuh, D. (Diana), Liu, Y. (Yongmei), Linneberg, A. (Allan), Maerz, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T. B. (Tamara B.), Gudnason, V. (Vilmundur), Voelzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Goran), Hansen, T. (Torben), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Weir, D. R. (David R.), Porteous, D. J. (David J.), Boerwinkle, E. (Eric), Chasman, D. I. (Daniel I.), Abecasis, G. R. (Goncalo R.), Barroso, I. (Ines), McCarthy, M. I. (Mark I.), Frayling, T. M. (Timothy M.), O'Connell, J. R. (Jeffrey R.), van Duijn, C. M. (Cornelia M.), Boehnke, M. (Michael), Heid, I. M. (Iris M.), Mohlke, K. L. (Karen L.), Strachan, D. P. (David P.), Fox, C. S. (Caroline S.), Liu, C.-T. (Ching-Ti), Hirschhorn, J. N. (Joel N.), Klein, R. J. (Robert J.), Johnson, A. D. (Andrew D.), Borecki, I. B. (Ingrid B.), Franks, P. W. (Paul W.), North, K. E. (Kari E.), Cupples, L. A. (L. Adrienne), Loos, R. J. (Ruth J. F.), Kilpelainen, T. O. (Tuomas O.), Graff, M. (Mariaelisa), Scott, R. A. (Robert A.), Justice, A. E. (Anne E.), Young, K. L. (Kristin L.), Feitosa, M. F. (Mary F.), Barata, L. (Llilda), Winkler, T. W. (Thomas W.), Chu, A. Y. (Audrey Y.), Mahajan, A. (Anubha), Hadley, D. (David), Xue, L. (Luting), Workalemahu, T. (Tsegaselassie), Heard-Costa, N. L. (Nancy L.), den Hoed, M. (Marcel), Ahluwalia, T. S. (Tarunveer S.), Qi, Q. (Qibin), Ngwa, J. S. (Julius S.), Renstrom, F. (Frida), Quaye, L. (Lydia), Eicher, J. D. (John D.), Hayes, J. E. (James E.), Cornelis, M. (Marilyn), Kutalik, Z. (Zoltan), Lim, E. (Elise), Luan, J. (Jian'an), Huffman, J. E. (Jennifer E.), Zhang, W. (Weihua), Zhao, W. (Wei), Griffin, P. J. (Paula J.), Haller, T. (Toomas), Ahmad, S. (Shafqat), Marques-Vidal, P. M. (Pedro M.), Bien, S. (Stephanie), Yengo, L. (Loic), Teumer, A. (Alexander), Smith, A. V. (Albert Vernon), Kumari, M. (Meena), Harder, M. N. (Marie Neergaard), Justesen, J. M. (Johanne Marie), Kleber, M. E. (Marcus E.), Hollensted, M. (Mette), Lohman, K. (Kurt), Rivera, N. V. (Natalia V.), Whitfield, J. B. (John B.), Zhao, J. H. (Jing Hua), Stringham, H. M. (Heather M.), Lyytikainen, L.-P. (Leo-Pekka), Huppertz, C. (Charlotte), Willemsen, G. (Gonneke), Peyrot, W. J. (Wouter J.), Wu, Y. (Ying), Kristiansson, K. (Kati), Demirkan, A. (Ayse), Fornage, M. (Myriam), Hassinen, M. (Maija), Bielak, L. F. (Lawrence F.), Cadby, G. (Gemma), Tanaka, T. (Toshiko), Magl, R. (Reedlk), Van der Most, P. J. (Peter J.), Jackson, A. U. (Anne U.), Bragg-Gresham, J. L. (Jennifer L.), Vitart, V. (Veronique), Marten, J. (Jonathan), Navarro, P. (Pau), Bellis, C. (Claire), Pasko, D. (Dorota), Johansson, A. (Asa), Snitker, S. (Soren), Cheng, Y.-C. (Yu-Ching), Eriksson, J. (Joel), Lim, U. (Unhee), Aadahl, M. (Mette), Adair, L. S. (Linda S.), Amin, N. (Najaf), Balkau, B. (Beverley), Auvinen, J. (Juha), Beilby, J. (John), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Bertoni, A. G. (Alain G.), Blangero, J. (John), Bonnefond, A. (Amelle), Bonnycastle, L. L. (Lori L.), Borja, J. B. (Judith B.), Brage, S. (Soren), Busonero, F. (Fabio), Buyske, S. (Steve), Campbell, H. (Harry), Chines, P. S. (Peter S.), Collins, F. S. (Francis S.), Corre, T. (Tanguy), Smith, G. D. (George Davey), Delgado, G. E. (Graciela E.), Dueker, N. (Nicole), Doerr, M. (Marcus), Ebeling, T. (Tapani), Eiriksdottir, G. (Gudny), Esko, T. (Tonu), Faul, J. D. (Jessica D.), Fu, M. (Mao), Faerch, K. (Kristine), Gieger, C. (Christian), Glaeser, S. (Sven), Gong, J. (Jian), Gordon-Larsen, P. (Penny), Grallert, H. (Harald), Grammer, T. B. (Tanja B.), Grarup, N. (Niels), van Grootheest, G. (Gerard), Harald, K. (Kennet), Hastie, N. D. (Nicholas D.), Havulinna, A. S. (Aki S.), Hernandez, D. (Dena), Hindorff, L. (Lucia), Hocking, L. J. (Lynne J.), Holmens, O. L. (Oddgeir L.), Holzapfel, C. (Christina), Hottenga, J. J. (Jouke Jan), Huang, J. (Jie), Huang, T. (Tao), Hui, J. (Jennie), Huth, C. (Cornelia), Hutri-Kahonen, N. (Nina), James, A. L. (Alan L.), Jansson, J.-O. (John-Olov), Jhun, M. A. (Min A.), Juonala, M. (Markus), Kinnunen, L. (Leena), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Komulainen, P. (Pirjo), Kuusisto, J. (Johanna), Kvaloy, K. (Kirsti), Kahonen, M. (Mika), Lakka, T. A. (Timo A.), Launer, L. J. (Lenore J.), Lehne, B. (Benjamin), Lindgren, C. M. (Cecilia M.), Lorentzon, M. (Mattias), Luben, R. (Robert), Marre, M. (Michel), Milaneschi, Y. (Yuri), Monda, K. L. (Keri L.), Montgomery, G. W. (Grant W.), De Moor, M. H. (Marleen H. M.), Mulas, A. (Antonella), Mueller-Nurasyid, M. (Martina), Musk, A. W. (A. W.), Mannikko, R. (Reija), Mannisto, S. (Satu), Narisu, N. (Narisu), Nauck, M. (Matthias), Nettleton, J. A. (Jennifer A.), Nolte, I. M. (Ilja M.), Oldehinkel, A. J. (Albertine J.), Olden, M. (Matthias), Ong, K. K. (Ken K.), Padmanabhan, S. (Sandosh), Paternoster, L. (Lavinia), Perez, J. (Jeremiah), Perola, M. (Markus), Peters, A. (Annette), Peters, U. (Ulrike), Peyser, P. A. (Patricia A.), Prokopenko, I. (Inga), Puolijoki, H. (Hannu), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rasmussen-Torvik, L. J. (Laura J.), Rawal, R. (Rajesh), Ridker, P. M. (Paul M.), Rose, L. M. (Lynda M.), Rudan, I. (Igor), Sarti, C. (Cinzia), Sarzynski, M. A. (Mark A.), Savonen, K. (Kai), Scott, W. R. (William R.), Sanna, S. (Serena), Shuldiner, A. R. (Alan R.), Sidney, S. (Steve), Silbernagel, G. (Guenther), Smith, B. H. (Blair H.), Smith, J. A. (Jennifer A.), Snieder, H. (Harold), Stancakova, A. (Alena), Sternfeld, B. (Barbara), Swift, A. J. (Amy J.), Tammelin, T. (Tuija), Tan, S.-T. (Sian-Tsung), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Vandenput, L. (Liesbeth), Vestergaard, H. (Henrik), van Vliet-Ostaptchouk, J. V. (Jana V.), Vohl, M.-C. (Marie-Claude), Voelker, U. (Uwe), Waeber, G. (Gerard), Walker, M. (Mark), Wild, S. (Sarah), Wong, A. (Andrew), Wright, A. F. (Alan F.), Zillikens, M. C. (M. Carola), Zubair, N. (Niha), Haiman, C. A. (Christopher A.), Lemarchand, L. (Loic), Gyllensten, U. (Ulf), Ohlsson, C. (Claes), Hofman, A. (Albert), Rivadeneira, F. (Fernando), Uitterlinden, A. G. (Andre G.), Perusse, L. (Louis), Wilson, J. F. (James F.), Hayward, C. (Caroline), Polasek, O. (Ozren), Cucca, F. (Francesco), Hveem, K. (Kristian), Hartman, C. A. (Catharina A.), Toenjes, A. (Anke), Bandinelli, S. (Stefania), Palmer, L. J. (Lyle J.), Kardia, S. L. (Sharon L. R.), Rauramaa, R. (Rainer), Sorensen, T. I. (Thorkild I. A.), Tuomilehto, J. (Jaakko), Salomaa, V. (Veikko), Penninx, B. W. (Brenda W. J. H.), de Geus, E. J. (Eco J. C.), Boomsma, D. I. (Dorret I.), Lehtimaki, T. (Terho), Mangino, M. (Massimo), Laakso, M. (Markku), Bouchard, C. (Claude), Martin, N. G. (Nicholas G.), Kuh, D. (Diana), Liu, Y. (Yongmei), Linneberg, A. (Allan), Maerz, W. (Winfried), Strauch, K. (Konstantin), Kivimaki, M. (Mika), Harris, T. B. (Tamara B.), Gudnason, V. (Vilmundur), Voelzke, H. (Henry), Qi, L. (Lu), Jarvelin, M.-R. (Marjo-Riitta), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), Froguel, P. (Philippe), Kooperberg, C. (Charles), Vollenweider, P. (Peter), Hallmans, G. (Goran), Hansen, T. (Torben), Pedersen, O. (Oluf), Metspalu, A. (Andres), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Weir, D. R. (David R.), Porteous, D. J. (David J.), Boerwinkle, E. (Eric), Chasman, D. I. (Daniel I.), Abecasis, G. R. (Goncalo R.), Barroso, I. (Ines), McCarthy, M. I. (Mark I.), Frayling, T. M. (Timothy M.), O'Connell, J. R. (Jeffrey R.), van Duijn, C. M. (Cornelia M.), Boehnke, M. (Michael), Heid, I. M. (Iris M.), Mohlke, K. L. (Karen L.), Strachan, D. P. (David P.), Fox, C. S. (Caroline S.), Liu, C.-T. (Ching-Ti), Hirschhorn, J. N. (Joel N.), Klein, R. J. (Robert J.), Johnson, A. D. (Andrew D.), Borecki, I. B. (Ingrid B.), Franks, P. W. (Paul W.), North, K. E. (Kari E.), Cupples, L. A. (L. Adrienne), Loos, R. J. (Ruth J. F.), and Kilpelainen, T. O. (Tuomas O.)
- Abstract
Physical activity (PA) may modify the genetic effects that give rise to increased risk of obesity. To identify adiposity loci whose effects are modified by PA, we performed genome-wide interaction meta-analyses of BMI and BMI-adjusted waist circumference and waist-hip ratio from up to 200,452 adults of European (n = 180,423) or other ancestry (n = 20,029). We standardized PA by categorizing it into a dichotomous variable where, on average, 23% of participants were categorized as inactive and 77% as physically active. While we replicate the interaction with PA for the strongest known obesity-risk locus in the FTO gene, of which the effect is attenuated by ~30% in physically active individuals compared to inactive individuals, we do not identify additional loci that are sensitive to PA. In additional genome-wide meta-analyses adjusting for PA and interaction with PA, we identify 11 novel adiposity loci, suggesting that accounting for PA or other environmental factors that contribute to variation in adiposity may facilitate gene discovery.
- Published
- 2017
27. Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits
- Author
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Justice, A. E. (Anne E.), Winkler, T. W. (Thomas W.), Feitosa, M. F. (Mary F.), Graff, M. (Misa), Fisher, V. A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J. S. (Julius S.), Ahluwalia, T. S. (Tarunveer S.), Chu, A. Y. (Audrey Y.), Heard-Costa, N. L. (Nancy L.), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J. D. (John D.), Kutalik, Z. (Zoltan), Xue, L. (Luting), Mahajan, A. (Anubha), Renstrom, F. (Frida), Wu, J. (Joseph), Qi, Q. (Qibin), Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L. F. (Lawrence F.), Bonnefond, A. (Amelie), Bragg, J. (Jennifer), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M. N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J. E. (Jennifer E.), Jackson, A. U. (Anne U.), Justesen, J. M. (Johanne Marie), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M. E. (Marcus E.), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J. (Jian'an), Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R. P. (Rita P. S.), Mueller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A. V. (Albert Vernon), Smith, J. A. (Jennifer A.), Stancakova, A. (Alena), Strawbridge, R. J. (Rona J.), Stringham, H. M. (Heather M.), Sung, Y. J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), van der Laan, S. W. (Sander W.), van der Most, P. J. (Peter J.), Van Vliet-Ostaptchouk, J. V. (Jana V.), Vedantam, S. L. (Sailaja L.), Verweij, N. (Niek), Vink, J. M. (Jacqueline M.), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J. H. (Jing Hua), Zimmermann, M. E. (Martina E.), Zubair, N. (Niha), Abecasis, G. R. (Goncalo R.), Adair, L. S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S. J. (Stephan J. L.), Bartz, T. M. (Traci M.), Beilby, J. (John), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E. (Eric), Bonnycastle, L. L. (Lori L.), Bottinger, E. (Erwin), Braga, D. (Daniele), Buckley, B. M. (Brendan M.), Buyske, S. (Steve), Campbell, H. (Harry), Chambers, J. C. (John C.), Collins, F. S. (Francis S.), Curran, J. E. (Joanne E.), de Borst, G. J. (Gert J.), de Craen, A. J. (Anton J. M.), de Geus, E. J. (Eco J. C.), Dedoussis, G. (George), Delgado, G. E. (Graciela E.), den Ruijter, H. M. (Hester M.), Eiriksdottir, G. (Gudny), Eriksson, A. L. (Anna L.), Esko, T. (Tonu), Faul, J. D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T. B. (Tanja B.), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Goran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T. B. (Tamara B.), Hartman, C. A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. D. (Nicholas D.), Heath, A. C. (Andrew C.), Hernandez, D. (Dena), Hindorff, L. (Lucia), Hocking, L. J. (Lynne J.), Hollensted, M. (Mette), Holmen, O. L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J. J. (Jouke Jan), Huang, J. (Jie), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. L. (Alan L.), Jansson, J.-O. (John-Olov), Järvelin, M.-R. (Marjo-Riitta), Jhun, M. A. (Min A.), Jorgensen, M. E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Kramer, B. K. (Bernhard K.), Kuusisto, J. (Johanna), Kvaloy, K. (Kirsti), Lakka, T. A. (Timo A.), Langenberg, C. (Claudia), Launer, L. J. (Lenore J.), Leander, K. (Karin), Lee, N. R. (Nanette R.), Lind, L. (Lars), Lindgren, C. M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stephane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P. A. (Pamela A. F.), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N. G. (Nicholas G.), McKenzie, C. A. (Colin A.), McKnight, B. (Barbara), Mellstrom, D. (Dan), Menni, C. (Cristina), Montgomery, G. W. (Grant W.), Musk, A. W. (A. W. (Bill)), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I. M. (Ilja M.), Oldehinkel, A. J. (Albertine J.), Olden, M. (Matthias), Ong, K. K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P. A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D. J. (David J.), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rao, D. C. (D. C.), Rasmussen-Torvik, L. J. (Laura J.), Rawal, R. (Rajesh), Rice, T. (Treva), Ridker, P. M. (Paul M.), Rose, L. M. (Lynda M.), Bien, S. A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M. A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R. A. (Robert A.), Sennblad, B. (Bengt), Siemelink, M. A. (Marten A.), Silbernagel, G. (Gunther), Slagboom, P. E. (P. Eline), Snieder, H. (Harold), Staessen, J. A. (Jan A.), Stott, D. J. (David J.), Swertz, M. A. (Morris A.), Swift, A. J. (Amy J.), Taylor, K. D. (Kent D.), Tayo, B. O. (Bamidele O.), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A. G. (Andre G.), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Volzke, H. (Henry), Vonk, J. M. (Judith M.), Waeber, G. (Gerard), Waldenberger, M. (Melanie), Westendorp, R. G. (R. G. J.), Wild, S. (Sarah), Willemsen, G. (Gonneke), Wolffenbuttel, B. H. (Bruce H. R.), Wong, A. (Andrew), Wright, A. F. (Alan F.), Zhao, W. (Wei), Zillikens, M. C. (M. Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Boger, C. A. (Carsten A.), Boomsma, D. I. (Dorret I.), Bouchard, C. (Claude), Bruinenberg, M. (Marcel), Chasman, D. I. (Daniel I.), Chen, Y. I. (Yii-Der Ida), Chines, P. S. (Peter S.), Cooper, R. S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), de Faire, U. (Ulf), Ferrucci, L. (Luigi), Franks, P. W. (Paul W.), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.-J. (Hans-Jorgen), Gudnason, V. (Vilmundur), Haiman, C. A. (Christopher A.), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A. D. (Andrew D.), Jukema, W. (Wouter), Kardia, S. L. (Sharon L. R.), Kivimäki, M. (Mika), Kooner, J. S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), Marz, W. (Winfried), McCarthy, M. I. (Mark I.), Metspalu, A. (Andres), Morris, A. P. (Andrew P.), Ohlsson, C. (Claes), Palmer, L. J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B. M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B. H. (Blair H.), Sorensen, T. I. (Thorkild I. A.), Strauch, K. (Konstantin), Tiemeier, H. (Henning), Tremoli, E. (Elena), Van der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N. J. (Nicholas J.), Weir, D. R. (David R.), Whitfield, J. B. (John B.), Wilson, J. F. (James F.), Tyrrell, J. (Jessica), Frayling, T. M. (Timothy M.), Barroso, I. (Ines), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C. S. (Caroline S.), Hirschhorn, J. N. (Joel N.), Hunter, D. J. (David J.), Spector, T. D. (Tim D.), Strachan, D. P. (David P.), van Duijn, C. M. (Cornelia M.), Heid, I. M. (Iris M.), Mohlke, K. L. (Karen L.), Marchini, J. (Jonathan), Loos, R. J. (Ruth J. F.), Kilpeläinen, T. O. (Tuomas O.), Liu, C.-T. (Ching-Ti), Borecki, I. B. (Ingrid B.), North, K. E. (Kari E.), Cupples, L. A. (L. Adrienne), Justice, A. E. (Anne E.), Winkler, T. W. (Thomas W.), Feitosa, M. F. (Mary F.), Graff, M. (Misa), Fisher, V. A. (Virginia A.), Young, K. (Kristin), Barata, L. (Llilda), Deng, X. (Xuan), Czajkowski, J. (Jacek), Hadley, D. (David), Ngwa, J. S. (Julius S.), Ahluwalia, T. S. (Tarunveer S.), Chu, A. Y. (Audrey Y.), Heard-Costa, N. L. (Nancy L.), Lim, E. (Elise), Perez, J. (Jeremiah), Eicher, J. D. (John D.), Kutalik, Z. (Zoltan), Xue, L. (Luting), Mahajan, A. (Anubha), Renstrom, F. (Frida), Wu, J. (Joseph), Qi, Q. (Qibin), Ahmad, S. (Shafqat), Alfred, T. (Tamuno), Amin, N. (Najaf), Bielak, L. F. (Lawrence F.), Bonnefond, A. (Amelie), Bragg, J. (Jennifer), Cadby, G. (Gemma), Chittani, M. (Martina), Coggeshall, S. (Scott), Corre, T. (Tanguy), Direk, N. (Nese), Eriksson, J. (Joel), Fischer, K. (Krista), Gorski, M. (Mathias), Harder, M. N. (Marie Neergaard), Horikoshi, M. (Momoko), Huang, T. (Tao), Huffman, J. E. (Jennifer E.), Jackson, A. U. (Anne U.), Justesen, J. M. (Johanne Marie), Kanoni, S. (Stavroula), Kinnunen, L. (Leena), Kleber, M. E. (Marcus E.), Komulainen, P. (Pirjo), Kumari, M. (Meena), Lim, U. (Unhee), Luan, J. (Jian'an), Lyytikäinen, L.-P. (Leo-Pekka), Mangino, M. (Massimo), Manichaikul, A. (Ani), Marten, J. (Jonathan), Middelberg, R. P. (Rita P. S.), Mueller-Nurasyid, M. (Martina), Navarro, P. (Pau), Perusse, L. (Louis), Pervjakova, N. (Natalia), Sarti, C. (Cinzia), Smith, A. V. (Albert Vernon), Smith, J. A. (Jennifer A.), Stancakova, A. (Alena), Strawbridge, R. J. (Rona J.), Stringham, H. M. (Heather M.), Sung, Y. J. (Yun Ju), Tanaka, T. (Toshiko), Teumer, A. (Alexander), Trompet, S. (Stella), van der Laan, S. W. (Sander W.), van der Most, P. J. (Peter J.), Van Vliet-Ostaptchouk, J. V. (Jana V.), Vedantam, S. L. (Sailaja L.), Verweij, N. (Niek), Vink, J. M. (Jacqueline M.), Vitart, V. (Veronique), Wu, Y. (Ying), Yengo, L. (Loic), Zhang, W. (Weihua), Zhao, J. H. (Jing Hua), Zimmermann, M. E. (Martina E.), Zubair, N. (Niha), Abecasis, G. R. (Goncalo R.), Adair, L. S. (Linda S.), Afaq, S. (Saima), Afzal, U. (Uzma), Bakker, S. J. (Stephan J. L.), Bartz, T. M. (Traci M.), Beilby, J. (John), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Biffar, R. (Reiner), Blangero, J. (John), Boerwinkle, E. (Eric), Bonnycastle, L. L. (Lori L.), Bottinger, E. (Erwin), Braga, D. (Daniele), Buckley, B. M. (Brendan M.), Buyske, S. (Steve), Campbell, H. (Harry), Chambers, J. C. (John C.), Collins, F. S. (Francis S.), Curran, J. E. (Joanne E.), de Borst, G. J. (Gert J.), de Craen, A. J. (Anton J. M.), de Geus, E. J. (Eco J. C.), Dedoussis, G. (George), Delgado, G. E. (Graciela E.), den Ruijter, H. M. (Hester M.), Eiriksdottir, G. (Gudny), Eriksson, A. L. (Anna L.), Esko, T. (Tonu), Faul, J. D. (Jessica D.), Ford, I. (Ian), Forrester, T. (Terrence), Gertow, K. (Karl), Gigante, B. (Bruna), Glorioso, N. (Nicola), Gong, J. (Jian), Grallert, H. (Harald), Grammer, T. B. (Tanja B.), Grarup, N. (Niels), Haitjema, S. (Saskia), Hallmans, G. (Goran), Hamsten, A. (Anders), Hansen, T. (Torben), Harris, T. B. (Tamara B.), Hartman, C. A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. D. (Nicholas D.), Heath, A. C. (Andrew C.), Hernandez, D. (Dena), Hindorff, L. (Lucia), Hocking, L. J. (Lynne J.), Hollensted, M. (Mette), Holmen, O. L. (Oddgeir L.), Homuth, G. (Georg), Hottenga, J. J. (Jouke Jan), Huang, J. (Jie), Hung, J. (Joseph), Hutri-Kähönen, N. (Nina), Ingelsson, E. (Erik), James, A. L. (Alan L.), Jansson, J.-O. (John-Olov), Järvelin, M.-R. (Marjo-Riitta), Jhun, M. A. (Min A.), Jorgensen, M. E. (Marit E.), Juonala, M. (Markus), Kähönen, M. (Mika), Karlsson, M. (Magnus), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Kolovou, G. (Genovefa), Kooperberg, C. (Charles), Kramer, B. K. (Bernhard K.), Kuusisto, J. (Johanna), Kvaloy, K. (Kirsti), Lakka, T. A. (Timo A.), Langenberg, C. (Claudia), Launer, L. J. (Lenore J.), Leander, K. (Karin), Lee, N. R. (Nanette R.), Lind, L. (Lars), Lindgren, C. M. (Cecilia M.), Linneberg, A. (Allan), Lobbens, S. (Stephane), Loh, M. (Marie), Lorentzon, M. (Mattias), Luben, R. (Robert), Lubke, G. (Gitta), Ludolph-Donislawski, A. (Anja), Lupoli, S. (Sara), Madden, P. A. (Pamela A. F.), Männikkö, R. (Reija), Marques-Vidal, P. (Pedro), Martin, N. G. (Nicholas G.), McKenzie, C. A. (Colin A.), McKnight, B. (Barbara), Mellstrom, D. (Dan), Menni, C. (Cristina), Montgomery, G. W. (Grant W.), Musk, A. W. (A. W. (Bill)), Narisu, N. (Narisu), Nauck, M. (Matthias), Nolte, I. M. (Ilja M.), Oldehinkel, A. J. (Albertine J.), Olden, M. (Matthias), Ong, K. K. (Ken K.), Padmanabhan, S. (Sandosh), Peyser, P. A. (Patricia A.), Pisinger, C. (Charlotta), Porteous, D. J. (David J.), Raitakari, O. T. (Olli T.), Rankinen, T. (Tuomo), Rao, D. C. (D. C.), Rasmussen-Torvik, L. J. (Laura J.), Rawal, R. (Rajesh), Rice, T. (Treva), Ridker, P. M. (Paul M.), Rose, L. M. (Lynda M.), Bien, S. A. (Stephanie A.), Rudan, I. (Igor), Sanna, S. (Serena), Sarzynski, M. A. (Mark A.), Sattar, N. (Naveed), Savonen, K. (Kai), Schlessinger, D. (David), Scholtens, S. (Salome), Schurmann, C. (Claudia), Scott, R. A. (Robert A.), Sennblad, B. (Bengt), Siemelink, M. A. (Marten A.), Silbernagel, G. (Gunther), Slagboom, P. E. (P. Eline), Snieder, H. (Harold), Staessen, J. A. (Jan A.), Stott, D. J. (David J.), Swertz, M. A. (Morris A.), Swift, A. J. (Amy J.), Taylor, K. D. (Kent D.), Tayo, B. O. (Bamidele O.), Thorand, B. (Barbara), Thuillier, D. (Dorothee), Tuomilehto, J. (Jaakko), Uitterlinden, A. G. (Andre G.), Vandenput, L. (Liesbeth), Vohl, M.-C. (Marie-Claude), Volzke, H. (Henry), Vonk, J. M. (Judith M.), Waeber, G. (Gerard), Waldenberger, M. (Melanie), Westendorp, R. G. (R. G. J.), Wild, S. (Sarah), Willemsen, G. (Gonneke), Wolffenbuttel, B. H. (Bruce H. R.), Wong, A. (Andrew), Wright, A. F. (Alan F.), Zhao, W. (Wei), Zillikens, M. C. (M. Carola), Baldassarre, D. (Damiano), Balkau, B. (Beverley), Bandinelli, S. (Stefania), Boger, C. A. (Carsten A.), Boomsma, D. I. (Dorret I.), Bouchard, C. (Claude), Bruinenberg, M. (Marcel), Chasman, D. I. (Daniel I.), Chen, Y. I. (Yii-Der Ida), Chines, P. S. (Peter S.), Cooper, R. S. (Richard S.), Cucca, F. (Francesco), Cusi, D. (Daniele), de Faire, U. (Ulf), Ferrucci, L. (Luigi), Franks, P. W. (Paul W.), Froguel, P. (Philippe), Gordon-Larsen, P. (Penny), Grabe, H.-J. (Hans-Jorgen), Gudnason, V. (Vilmundur), Haiman, C. A. (Christopher A.), Hayward, C. (Caroline), Hveem, K. (Kristian), Johnson, A. D. (Andrew D.), Jukema, W. (Wouter), Kardia, S. L. (Sharon L. R.), Kivimäki, M. (Mika), Kooner, J. S. (Jaspal S.), Kuh, D. (Diana), Laakso, M. (Markku), Lehtimäki, T. (Terho), Le Marchand, L. (Loic), Marz, W. (Winfried), McCarthy, M. I. (Mark I.), Metspalu, A. (Andres), Morris, A. P. (Andrew P.), Ohlsson, C. (Claes), Palmer, L. J. (Lyle J.), Pasterkamp, G. (Gerard), Pedersen, O. (Oluf), Peters, A. (Annette), Peters, U. (Ulrike), Polasek, O. (Ozren), Psaty, B. M. (Bruce M.), Qi, L. (Lu), Rauramaa, R. (Rainer), Smith, B. H. (Blair H.), Sorensen, T. I. (Thorkild I. A.), Strauch, K. (Konstantin), Tiemeier, H. (Henning), Tremoli, E. (Elena), Van der Harst, P. (Pim), Vestergaard, H. (Henrik), Vollenweider, P. (Peter), Wareham, N. J. (Nicholas J.), Weir, D. R. (David R.), Whitfield, J. B. (John B.), Wilson, J. F. (James F.), Tyrrell, J. (Jessica), Frayling, T. M. (Timothy M.), Barroso, I. (Ines), Boehnke, M. (Michael), Deloukas, P. (Panagiotis), Fox, C. S. (Caroline S.), Hirschhorn, J. N. (Joel N.), Hunter, D. J. (David J.), Spector, T. D. (Tim D.), Strachan, D. P. (David P.), van Duijn, C. M. (Cornelia M.), Heid, I. M. (Iris M.), Mohlke, K. L. (Karen L.), Marchini, J. (Jonathan), Loos, R. J. (Ruth J. F.), Kilpeläinen, T. O. (Tuomas O.), Liu, C.-T. (Ching-Ti), Borecki, I. B. (Ingrid B.), North, K. E. (Kari E.), and Cupples, L. A. (L. Adrienne)
- Abstract
Few genome-wide association studies (GWAS) account for environmental exposures, like smoking, potentially impacting the overall trait variance when investigating the genetic contribution to obesity-related traits. Here, we use GWAS data from 51,080 current smokers and 190,178 nonsmokers (87% European descent) to identify loci influencing BMI and central adiposity, measured as waist circumference and waist-to-hip ratio both adjusted for BMI. We identify 23 novel genetic loci, and 9 loci with convincing evidence of gene-smoking interaction (GxSMK) on obesity-related traits. We show consistent direction of effect for all identified loci and significance for 18 novel and for 5 interaction loci in an independent study sample. These loci highlight novel biological functions, including response to oxidative stress, addictive behaviour, and regulatory functions emphasizing the importance of accounting for environment in genetic analyses. Our results suggest that tobacco smoking may alter the genetic susceptibility to overall adiposity and body fat distribution.
- Published
- 2017
28. 1000 Genomes-based meta-analysis identifies 10 novel loci for kidney function
- Author
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Gorski, M, van der Most, PJ, Teumer, A, Chu, AY, Li, M, Mijatovic, V, Nolte, IM, Cocca, M, Taliun, D, Gomez, F, Li, Y, Tayo, B, Tin, A, Feitosa, MF, Aspelund, T, Attia, J, Biffar, R, Bochud, M, Boerwinkle, E, Borecki, I, Bottinger, EP, Chen, MH, Chouraki, V, Ciullo, M, Coresh, J, Cornelis, MC, Curhan, GC, d'Adamo, AP, Dehghan, A, Dengler, L, Ding, JZ (Jing Zhong), Eiriksdottir, G, Endlich, K, Enroth, S, Esko, T, Franco Duran, OH, Gasparini, P, Gieger, C, Girotto, G, Gottesman, O, Gudnason, V, Gyllensten, U, Hancock, S J, Harris, TB, Helmer, C, Hollerer, S, Hofer, E, Hofman, Bert, Holliday, EG, Homuth, G, Hu, FB, Huth, C, Hutri-Kahonen, N, Hwang, SJ, Imboden, M, Johansson, A, Kahonen, M, Konig, W, Kramer, H, Kramer, BK, Kumar, A, Kutalik, Z, Lambert, JC, Launer, LJ, Lehtimaki, T, Borst, Marja, Navis, G, Swertz, M, Liu, YM, Lohman, K, Loos, RJF, Lu, YC, Lyytikainen, LP, McEvoy, M A, Meisinger, C, Meitinger, T, Metspalu, A, Metzger, M, Mihailov, E, Mitchell, P, Nauck, M, Oldehinkel, AJ, Olden, M, Penninx, B, Pistis, G, Pramstaller, PP, Probst-Hensch, N, Raitakari, OT, Rettig, R, Ridker, PM, Rivadeneira, Fernando, Robino, A, Rosas, SE, Ruderfer, D, Ruggiero, D, Saba, Y, Sala, C, Schmidt, H, Schmidt, R, Scott, RJ, Sedaghat, Sanaz, Smith, AV, Sorice, R, Stengel, B, Stracke, S, Strauch, K, Toniolo, D, Uitterlinden, André, Ulivi, S, Viikari, JS, Volker, U, Vollenweider, P, Volzke, H, Vuckovic, D, Waldenberger, M, Wang, JJ, Yang, QO, Chasman, DI, Tromp, G, Snieder, H, Heid, IM, Fox, CS, Kottgen, A, Pattaro, C, Boger, CA, Fuchsberger, C, Gorski, M, van der Most, PJ, Teumer, A, Chu, AY, Li, M, Mijatovic, V, Nolte, IM, Cocca, M, Taliun, D, Gomez, F, Li, Y, Tayo, B, Tin, A, Feitosa, MF, Aspelund, T, Attia, J, Biffar, R, Bochud, M, Boerwinkle, E, Borecki, I, Bottinger, EP, Chen, MH, Chouraki, V, Ciullo, M, Coresh, J, Cornelis, MC, Curhan, GC, d'Adamo, AP, Dehghan, A, Dengler, L, Ding, JZ (Jing Zhong), Eiriksdottir, G, Endlich, K, Enroth, S, Esko, T, Franco Duran, OH, Gasparini, P, Gieger, C, Girotto, G, Gottesman, O, Gudnason, V, Gyllensten, U, Hancock, S J, Harris, TB, Helmer, C, Hollerer, S, Hofer, E, Hofman, Bert, Holliday, EG, Homuth, G, Hu, FB, Huth, C, Hutri-Kahonen, N, Hwang, SJ, Imboden, M, Johansson, A, Kahonen, M, Konig, W, Kramer, H, Kramer, BK, Kumar, A, Kutalik, Z, Lambert, JC, Launer, LJ, Lehtimaki, T, Borst, Marja, Navis, G, Swertz, M, Liu, YM, Lohman, K, Loos, RJF, Lu, YC, Lyytikainen, LP, McEvoy, M A, Meisinger, C, Meitinger, T, Metspalu, A, Metzger, M, Mihailov, E, Mitchell, P, Nauck, M, Oldehinkel, AJ, Olden, M, Penninx, B, Pistis, G, Pramstaller, PP, Probst-Hensch, N, Raitakari, OT, Rettig, R, Ridker, PM, Rivadeneira, Fernando, Robino, A, Rosas, SE, Ruderfer, D, Ruggiero, D, Saba, Y, Sala, C, Schmidt, H, Schmidt, R, Scott, RJ, Sedaghat, Sanaz, Smith, AV, Sorice, R, Stengel, B, Stracke, S, Strauch, K, Toniolo, D, Uitterlinden, André, Ulivi, S, Viikari, JS, Volker, U, Vollenweider, P, Volzke, H, Vuckovic, D, Waldenberger, M, Wang, JJ, Yang, QO, Chasman, DI, Tromp, G, Snieder, H, Heid, IM, Fox, CS, Kottgen, A, Pattaro, C, Boger, CA, and Fuchsberger, C
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- 2017
29. Familial Hypoalphalipoproteinemia
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Glueck, Charles J., Melser, Marc A., Borecki, I. B., Third, Jane L. H. C., Rao, D. C., Laskarzewski, Peter M., Angel, Aubie, editor, and Frohlich, Jiri, editor
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- 1986
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- View/download PDF
30. Novel Approach Identifies SNPs in SLC2A10 and KCNK9 with Evidence for Parent-of-Origin Effect on Body Mass Index
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Hoggart, C, Venturini, G, Mangino, M, Gomez, F, Ascari, G, Zhao, J, Teumer, A, Winkler, T, Tšernikova, N, Luan, J, Mihailov, E, Ehret, G, Zhang, W, Lamparter, D, Esko, T, Macé, A, Rüeger, S, Bochud, P, Barcella, M, Dauvilliers, Y, Benyamin, B, Evans, D, Hayward, C, Lopez, M, Franke, L, Russo, A, Heid, I, Salvi, E, Vendantam, S, Arking, D, Boerwinkle, E, Chambers, J, Fiorito, G, Grallert, H, Guarrera, S, Homuth, G, Huffman, J, Porteous, D, Berg, J, Blackwood, D, Campbell, H, Cavanagh, J, Connell, J, Connor, M, Cunningham Burley, S, Deary, I, Dominiczak, A, Ellis, P, Fitzpatrick, B, Ford, I, Gertz, R, Grau, A, Haddow, G, Jackson, C, Kerr, S, Lindsay, R, Mcgilchrist, M, Mcintyre, D, Morris, A, Morton, R, Muir, W, Murray, G, Palmer, C, Pell, J, Philp, A, Porteous, M, Procter, R, Ralston, S, Reid, D, Sinnott, R, Smith, B, St Clair, D, Sullivan, F, Sweetland, M, Ure, J, Watt, G, Wolf, R, Wright, A, de Bakker, P, Bültmann, U, Geleijnse, M, Harst, P, Koppelman, G, Rosmalen, J, van Rossum, L, Smidt, H, Swertz, M, Stolk, R, Alizadeh, B, de Boer, R, Boezen, H, Bruinenberg, M, van der Harst, P, Hillege, H, van der Klauw, M, Navis, G, Ormel, J, Postma, D, Slaets, J, Snieder, H, Wolffenbuttel, B, Wijmenga, C, Berndt, S, Gustafsson, S, Mägi, R, Ganna, A, Wheeler, E, Feitosa, M, Justice, A, Monda, K, Croteau Chonka, D, Day, F, Fall, T, Ferreira, T, Gentilini, D, Jackson, A, Randall, J, Vedantam, S, Willer, C, Wood, A, Workalemahu, T, Hu, Y, Lee, S, Liang, L, Lin, D, Min, J, Neale, B, Thorleifsson, G, Yang, J, Albrecht, E, Amin, N, Bragg Gresham, J, Cadby, G, den Heijer, M, Eklund, N, Fischer, K, Goel, A, Hottenga, J, Jarick, I, Johansson, A, Johnson, T, Kanoni, S, Kleber, M, König, I, Kristiansson, K, Kutalik, Z, Lamina, C, Lecoeur, C, Li, G, Mcardle, W, Medina Gomez, C, Müller Nurasyid, M, Ngwa, J, Nolte, I, Paternoster, L, Pechlivanis, S, Perola, M, Peters, M, Preuss, M, Rose, L, Shi, J, Shungin, D, Smith, A, Strawbridge, R, Surakka, I, Trip, M, Tyrer, J, Van Vliet Ostaptchouk, J, Vandenput, L, Waite, L, Absher, D, Asselbergs, F, Atalay, M, Attwood, A, Balmforth, A, Basart, H, Beilby, J, Bonnycastle, L, BRAMBILLA, PAOLO, Chasman, D, Chines, P, Collins, F, Cookson, W, de Faire, U, de Vegt, F, Dei, M, Dimitriou, M, Edkins, S, Estrada, K, Farrall, M, Ferrario, M, Ferrières, J, Frau, F, Gejman, P, Grönberg, H, Gudnason, V, Hall, A, Hall, P, Hartikainen, A, Heard Costa, N, Heath, A, Hebebrand, J, Hu, F, Hunt, S, Hyppönen, E, Iribarren, C, Jacobs, K, Jansson, J, Jula, A, Kähönen, M, Kathiresan, S, Kee, F, Khaw, K, Kivimaki, M, Koenig, W, Kraja, A, Kumari, M, Karikuulasmaa, N, Kuusisto, J, Laitinen, J, Lakka, T, Langenberg, C, Launer, L, Lind, L, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Lorentzon, M, Madden, P, Magnusson, P, Manunta, P, Marek, D, März, W, Leach, I, Mcknight, B, Medland, S, Milani, L, Montgomery, G, Mooser, V, Mühleisen, T, Munroe, P, Musk, A, Narisu, N, Nicholson, G, Nohr, E, Ong, K, Oostra, B, Palotie, A, Peden, J, Pedersen, N, Peters, A, Polasek, O, Pouta, A, Pramstaller, P, Prokopenko, I, Pütter, C, Radhakrishnan, A, Raitakari, O, Rendon, A, Rivadeneira, F, Rudan, I, Saaristo, T, Sambrook, J, Sanders, A, Sanna, S, Saramies, J, Schipf, S, Schreiber, S, Schunkert, H, Shin, S, Signorini, S, Sinisalo, J, Skrobek, B, Soranzo, N, Stancakova, A, Stark, K, Stephens, J, Stirrups, K, Stumvoll, M, Swift, A, Theodoraki, E, Thorand, B, Tregouet, D, Tremoli, E, Van der Klauw, M, van Meurs, J, Vermeulen, S, Viikari, J, Virtamo, J, Vitart, V, Waeber, G, Wang, Z, Widen, E, Wild, S, Willemsen, G, Winkelmann, B, Witteman, J, Wong, A, Zillikens, M, Amouyel, P, Boehm, B, Boomsma, D, Caulfield, M, Chanock, S, Cupples, L, Cusi, D, Dedoussis, G, Erdmann, J, Eriksson, J, Franks, P, Froguel, P, Gieger, C, Gyllensten, U, Hamsten, A, Harris, T, Hengstenberg, C, Hicks, A, Hingorani, A, Hinney, A, Hofman, A, Hovingh, K, Hveem, K, Illig, T, Jarvelin, M, Jöckel, K, Keinanen Kiukaanniemi, S, Kiemeney, L, Kuh, D, Laakso, M, Lehtimäki, T, Levinson, D, Martin, N, Metspalu, A, Nieminen, M, Njølstad, I, Ohlsson, C, Oldehinkel, A, Ouwehand, W, Palmer, L, Penninx, B, Power, C, Province, M, Psaty, B, Qi, L, Rauramaa, R, Ridker, P, Ripatti, S, Salomaa, V, Samani, N, Sørensen, T, Spector, T, Stefansson, K, Tönjes, A, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, Vollenweider, P, Wallaschofski, H, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Abecasis, G, Assimes, T, Barroso, I, Boehnke, M, Borecki, I, Deloukas, P, Fox, C, Frayling, T, Groop, L, Haritunian, T, Hunter, D, Kaplan, R, Karpe, F, Miriammoffatt, N, Mohlke, K, O'Connell, J, Pawitan, Y, Schadt, E, Schlessinger, D, Steinthorsdottir, V, Strachan, D, Thorsteinsdottir, U, van Duijn, C, Visscher, P, Di Blasio, A, Hirschhorn, J, Lindgren, C, Meyre, D, Scherag, A, Mccarthy, M, Speliotes, E, North, K, Loos, R, Ingelsson, E, Moradpour, D, Iranzo, A, Kemp, J, Lammers, G, Aubert, V, Heim, M, Peraita Adrados, R, Santamaria, J, Negro, F, Schmidt, C, Scott, R, Strauch, K, Völzke, H, Yuan, W, Bell, J, Chakravarti, A, Kooner, J, Matullo, G, Whitfield, J, Paccaud, F, Bergmann, S, Beckmann, J, Tafti, M, Hastie, N, Bochud, M, Da Smith, G, Rousson, V, Rivolta, C, Kutalik, Z., Stem Cell Aging Leukemia and Lymphoma (SALL), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Biological Psychology, EMGO+ - Lifestyle, Overweight and Diabetes, Hoggart, Clive J, Venturini, Giulia, Mangino, Massimo, Gomez, Felicia, Benyamin, Beben, Kutalik, Zoltan, Generation Scotland Consortium, GIANT Consortium, LifeLines Cohort study, Cardiology, Vascular Medicine, Plastic, Reconstructive and Hand Surgery, Amsterdam Cardiovascular Sciences, Medical Research Council (MRC), Psychiatry, EMGO - Lifestyle, overweight and diabetes, Haartman Institute (-2014), Transplantation Laboratory, Luan, Jian'an [0000-0003-3137-6337], Wareham, Nicholas [0000-0003-1422-2993], Apollo - University of Cambridge Repository, Hoggart, Cj, Venturini, G, Mangino, M, Gomez, F, Ascari, G, Zhao, Jh, Teumer, A, Winkler, Tw, Tšernikova, N, Luan, J, Mihailov, E, Ehret, Gb, Zhang, W, Lamparter, D, Esko, T, Macé, A, Rüeger, S, Bochud, Py, Barcella, M, Dauvilliers, Y, Benyamin, B, Evans, Dm, Hayward, C, Lopez, Mf, Franke, L, Russo, A, Heid, Im, Salvi, E, Vendantam, S, Arking, De, Boerwinkle, E, Chambers, Jc, Fiorito, G, Grallert, H, Guarrera, S, Homuth, G, Huffman, Je, Porteous, D, GENERATION SCOTLAND, Consortium, LIFELINES COHORT, Study, Giant, Consortium, Manunta, Paolo, Moradpour, D, Iranzo, A, Hebebrand, J, Kemp, Jp, Lammers, Gj, Aubert, V, Heim, Mh, Martin, Ng, Montgomery, Gw, PERAITA ADRADOS, R, Santamaria, J, Negro, F, Schmidt, Co, Scott, Ra, Spector, Td, Strauch, K, Völzke, H, Wareham, Nj, Yuan, W, Bell, Jt, Chakravarti, A, Kooner, J, Peters, A, Matullo, G, Wallaschofski, H, Whitfield, Jb, Paccaud, F, Vollenweider, P, Bergmann, S, Beckmann, J, Tafti, M, Hastie, Nd, Cusi, D, Bochud, M, Frayling, Tm, Metspalu, A, Jarvelin, Mr, Scherag, A, Smith, Gd, Borecki, Ib, Rousson, V, Hirschhorn, Jn, Rivolta, C, Loos, Rj, Kutalik, Z., Hoggart, C, Zhao, J, Winkler, T, Ehret, G, Bochud, P, Evans, D, Lopez, M, Heid, I, Arking, D, Chambers, J, Huffman, J, Berg, J, Blackwood, D, Campbell, H, Cavanagh, J, Connell, J, Connor, M, Cunningham Burley, S, Deary, I, Dominiczak, A, Ellis, P, Fitzpatrick, B, Ford, I, Gertz, R, Grau, A, Haddow, G, Jackson, C, Kerr, S, Lindsay, R, Mcgilchrist, M, Mcintyre, D, Morris, A, Morton, R, Muir, W, Murray, G, Palmer, C, Pell, J, Philp, A, Porteous, M, Procter, R, Ralston, S, Reid, D, Sinnott, R, Smith, B, St Clair, D, Sullivan, F, Sweetland, M, Ure, J, Watt, G, Wolf, R, Wright, A, de Bakker, P, Bültmann, U, Geleijnse, M, Harst, P, Koppelman, G, Rosmalen, J, van Rossum, L, Smidt, H, Swertz, M, Stolk, R, Alizadeh, B, de Boer, R, Boezen, H, Bruinenberg, M, van der Harst, P, Hillege, H, van der Klauw, M, Navis, G, Ormel, J, Postma, D, Slaets, J, Snieder, H, Wolffenbuttel, B, Wijmenga, C, Berndt, S, Gustafsson, S, Mägi, R, Ganna, A, Wheeler, E, Feitosa, M, Justice, A, Monda, K, Croteau Chonka, D, Day, F, Fall, T, Ferreira, T, Gentilini, D, Jackson, A, Randall, J, Vedantam, S, Willer, C, Wood, A, Workalemahu, T, Hu, Y, Lee, S, Liang, L, Lin, D, Min, J, Neale, B, Thorleifsson, G, Yang, J, Albrecht, E, Amin, N, Bragg Gresham, J, Cadby, G, den Heijer, M, Eklund, N, Fischer, K, Goel, A, Hottenga, J, Jarick, I, Johansson, A, Johnson, T, Kanoni, S, Kleber, M, König, I, Kristiansson, K, Kutalik, Z, Lamina, C, Lecoeur, C, Li, G, Mcardle, W, Medina Gomez, C, Müller Nurasyid, M, Ngwa, J, Nolte, I, Paternoster, L, Pechlivanis, S, Perola, M, Peters, M, Preuss, M, Rose, L, Shi, J, Shungin, D, Smith, A, Strawbridge, R, Surakka, I, Trip, M, Tyrer, J, Van Vliet Ostaptchouk, J, Vandenput, L, Waite, L, Absher, D, Asselbergs, F, Atalay, M, Attwood, A, Balmforth, A, Basart, H, Beilby, J, Bonnycastle, L, Brambilla, P, Chasman, D, Chines, P, Collins, F, Cookson, W, de Faire, U, de Vegt, F, Dei, M, Dimitriou, M, Edkins, S, Estrada, K, Farrall, M, Ferrario, M, Ferrières, J, Frau, F, Gejman, P, Grönberg, H, Gudnason, V, Hall, A, Hall, P, Hartikainen, A, Heard Costa, N, Heath, A, Hu, F, Hunt, S, Hyppönen, E, Iribarren, C, Jacobs, K, Jansson, J, Jula, A, Kähönen, M, Kathiresan, S, Kee, F, Khaw, K, Kivimaki, M, Koenig, W, Kraja, A, Kumari, M, Karikuulasmaa, N, Kuusisto, J, Laitinen, J, Lakka, T, Langenberg, C, Launer, L, Lind, L, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Lorentzon, M, Madden, P, Magnusson, P, Manunta, P, Marek, D, März, W, Leach, I, Mcknight, B, Medland, S, Milani, L, Montgomery, G, Mooser, V, Mühleisen, T, Munroe, P, Musk, A, Narisu, N, Nicholson, G, Nohr, E, Ong, K, Oostra, B, Palotie, A, Peden, J, Pedersen, N, Polasek, O, Pouta, A, Pramstaller, P, Prokopenko, I, Pütter, C, Radhakrishnan, A, Raitakari, O, Rendon, A, Rivadeneira, F, Rudan, I, Saaristo, T, Sambrook, J, Sanders, A, Sanna, S, Saramies, J, Schipf, S, Schreiber, S, Schunkert, H, Shin, S, Signorini, S, Sinisalo, J, Skrobek, B, Soranzo, N, Stancakova, A, Stark, K, Stephens, J, Stirrups, K, Stumvoll, M, Swift, A, Theodoraki, E, Thorand, B, Tregouet, D, Tremoli, E, Van der Klauw, M, van Meurs, J, Vermeulen, S, Viikari, J, Virtamo, J, Vitart, V, Waeber, G, Wang, Z, Widen, E, Wild, S, Willemsen, G, Winkelmann, B, Witteman, J, Wong, A, Zillikens, M, Amouyel, P, Boehm, B, Boomsma, D, Caulfield, M, Chanock, S, Cupples, L, Dedoussis, G, Erdmann, J, Eriksson, J, Franks, P, Froguel, P, Gieger, C, Gyllensten, U, Hamsten, A, Harris, T, Hengstenberg, C, Hicks, A, Hingorani, A, Hinney, A, Hofman, A, Hovingh, K, Hveem, K, Illig, T, Jarvelin, M, Jöckel, K, Keinanen Kiukaanniemi, S, Kiemeney, L, Kuh, D, Laakso, M, Lehtimäki, T, Levinson, D, Martin, N, Nieminen, M, Njølstad, I, Ohlsson, C, Oldehinkel, A, Ouwehand, W, Palmer, L, Penninx, B, Power, C, Province, M, Psaty, B, Qi, L, Rauramaa, R, Ridker, P, Ripatti, S, Salomaa, V, Samani, N, Sørensen, T, Spector, T, Stefansson, K, Tönjes, A, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Abecasis, G, Assimes, T, Barroso, I, Boehnke, M, Borecki, I, Deloukas, P, Fox, C, Frayling, T, Groop, L, Haritunian, T, Hunter, D, Kaplan, R, Karpe, F, Miriammoffatt, N, Mohlke, K, O'Connell, J, Pawitan, Y, Schadt, E, Schlessinger, D, Steinthorsdottir, V, Strachan, D, Thorsteinsdottir, U, van Duijn, C, Visscher, P, Di Blasio, A, Hirschhorn, J, Lindgren, C, Meyre, D, Mccarthy, M, Speliotes, E, North, K, Loos, R, Ingelsson, E, Kemp, J, Lammers, G, Heim, M, Peraita Adrados, R, Schmidt, C, Scott, R, Bell, J, Whitfield, J, Hastie, N, and Da Smith, G
- Subjects
Epigenomics ,Male ,Netherlands Twin Register (NTR) ,body mass index ,gene ,SNP ,Cancer Research ,BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA ,Potassium Channels ,Glucose Transport Proteins, Facilitative ,Medizin ,Genome-wide association study ,CHILDREN ,ddc:616.07 ,FAMILIES ,Body Mass Index ,0302 clinical medicine ,Polymorphism (computer science) ,Genotype ,LifeLines Cohort study ,GENETICS & HEREDITY ,Tandem Pore Domain ,Genetics (clinical) ,ASSOCIATIONS ,ddc:616 ,Genetics ,0303 health sciences ,QUANTITATIVE TRAIT LOCI ,Ecology ,Genomics ,Single Nucleotide ,Generation Scotland Consortium ,Urological cancers Radboud Institute for Health Sciences [Radboudumc 15] ,OBESITY ,Physical Sciences ,KCNK9 protein ,Epigenetics ,Female ,ALCOHOLISM ,Glucose Transport Proteins ,Life Sciences & Biomedicine ,Statistics (Mathematics) ,Human ,Research Article ,VARIANCES ,Adult ,PENETRANCE ,GENES ,lcsh:QH426-470 ,Evolution ,European Continental Ancestry Group ,Single-nucleotide polymorphism ,Biostatistics ,Biology ,Quantitative trait locus ,Polymorphism, Single Nucleotide ,White People ,03 medical and health sciences ,Genomic Imprinting ,Potassium Channels, Tandem Pore Domain ,Genetic ,Behavior and Systematics ,SDG 3 - Good Health and Well-being ,Genetic linkage ,GIANT Consortium ,Genome-Wide Association Studies ,Humans ,Genetic Predisposition to Disease ,Statistical Methods ,Allele ,Polymorphism ,Molecular Biology ,Ecology, Evolution, Behavior and Systematics ,Gene Expression Regulation ,Genome-Wide Association Study ,Obesity ,030304 developmental biology ,0604 Genetics ,Science & Technology ,LINKAGE ANALYSIS ,SLC2A10 protein ,Biology and Life Sciences ,Computational Biology ,Facilitative ,Genome Analysis ,Ecology, Evolution, Behavior and Systematic ,lcsh:Genetics ,Inflammatory diseases Radboud Institute for Health Sciences [Radboudumc 5] ,3111 Biomedicine ,Genomic imprinting ,Mathematics ,030217 neurology & neurosurgery ,Developmental Biology - Abstract
The phenotypic effect of some single nucleotide polymorphisms (SNPs) depends on their parental origin. We present a novel approach to detect parent-of-origin effects (POEs) in genome-wide genotype data of unrelated individuals. The method exploits increased phenotypic variance in the heterozygous genotype group relative to the homozygous groups. We applied the method to >56,000 unrelated individuals to search for POEs influencing body mass index (BMI). Six lead SNPs were carried forward for replication in five family-based studies (of ∼4,000 trios). Two SNPs replicated: the paternal rs2471083-C allele (located near the imprinted KCNK9 gene) and the paternal rs3091869-T allele (located near the SLC2A10 gene) increased BMI equally (beta = 0.11 (SD), P, Author Summary Large genetic association studies have revealed many genetic factors influencing common traits, such as body mass index (BMI). These studies assume that the effect of genetic variants is the same regardless of whether they are inherited from the mother or the father. In our study, we have developed a new approach that allows us to investigate variants whose impact depends on their parental origin (parent-of-origin effects), in unrelated samples when the parental origin cannot be inferred. This is feasible because at genetic markers at which such effects occur there is increased variability of the trait among individuals who inherited different genetic codes from their mother and their father compared to individuals who inherited the same genetic code from both parents. We applied this methodology to discover genetic markers with parent-of-origin effects (POEs) on BMI. This resulted in six candidate markers showing strong POE association. We then attempted to replicate the POE effects of these markers in family studies (where one can infer the parental origin of the inherited variants). Two of our candidates showed significant association in the family studies, the paternal and maternal effects of these markers were in the opposite direction.
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- 2014
31. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function.
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ICBP Consortium, AGEN Consortium, CHARGe-Heart Failure Group, ECHOGen Consortium, CARDIOGRAM, Abecasis, GR., Adair, LS., Alexander, M., Altshuler, D., Amin, N., Arking, DE., Arora, P., Aulchenko, Y., Bakker, SJ., Bandinelli, S., Barroso, I., Beckmann, JS., Beilby, JP., Bergman, RN., Bergmann, S., Bis, JC., Boehnke, M., Bonnycastle, LL., Bornstein, SR., Bots, ML., Bragg-Gresham, JL., Brand, SM., Brand, E., Braund, PS., Brown, MJ., Burton, PR., Casas, JP., Caulfield, MJ., Chakravarti, A., Chambers, JC., Chandak, GR., Chang, YP., Charchar, FJ., Chaturvedi, N., Shin Cho, Y., Clarke, R., Collins, FS., Collins, R., Connell, JM., Cooper, JA., Cooper, MN., Cooper, RS., Corsi, AM., Dörr, M., Dahgam, S., Danesh, J., Davey Smith, G., Day, IN., Deloukas, P., Denniff, M., Dominiczak, AF., Dong, Y., Doumatey, A., Elliott, P., Elosua, R., Erdmann, J., Eyheramendy, S., Farrall, M., Fava, C., Forrester, T., Fowkes, FG., Fox, ER., Frayling, TM., Galan, P., Ganesh, SK., Garcia, M., Gaunt, TR., Glazer, NL., Go, MJ., Goel, A., Grässler, J., Grobbee, DE., Groop, L., Guarrera, S., Guo, X., Hadley, D., Hamsten, A., Han, BG., Hardy, R., Hartikainen, AL., Heath, S., Heckbert, SR., Hedblad, B., Hercberg, S., Hernandez, D., Hicks, AA., Hilton, G., Hingorani, AD., Bolton, JA., Hopewell, JC., Howard, P., Humphries, SE., Hunt, SC., Hveem, K., Ikram, MA., Islam, M., Iwai, N., Jarvelin, MR., Jackson, AU., Jafar, TH., Janipalli, CS., Johnson, T., Kathiresan, S., Khaw, KT., Kim, HL., Kinra, S., Kita, Y., Kivimaki, M., Kooner, JS., Kumar, MJ., Kuh, D., Kulkarni, SR., Kumari, M., Kuusisto, J., Kuznetsova, T., Laakso, M., Laan, M., Laitinen, J., Lakatta, EG., Langefeld, CD., Larson, MG., Lathrop, M., Lawlor, DA., Lawrence, RW., Lee, JY., Lee, NR., Levy, D., Li, Y., Longstreth, WT., Luan£££Jian'an£££ J., Lucas, G., Ludwig, B., Mangino, M., Mani, KR., Marmot, MG., Mattace-Raso, FU., Matullo, G., McArdle, WL., McKenzie, CA., Meitinger, T., Melander, O., Meneton, P., Meschia, JF., Miki, T., Milaneschi, Y., Mohlke, KL., Mooser, V., Morken, MA., Morris, RW., Mosley, TH., Najjar, S., Narisu, N., Newton-Cheh, C., Nguyen, KD., Nilsson, P., Nyberg, F., O'Donnell, CJ., Ogihara, T., Ohkubo, T., Okamura, T., Ong, RT., Ongen, H., Onland-Moret, NC., O'Reilly, PF., Org, E., Orru, M., Palmas, W., Palmen, J., Palmer, LJ., Palmer, ND., Parker, AN., Peden, JF., Peltonen, L., Perola, M., Pihur, V., Platou, CG., Plump, A., Prabhakaran, D., Psaty, BM., Raffel, LJ., Rao, DC., Rasheed, A., Ricceri, F., Rice, KM., Rosengren, A., Rotter, JI., Rudock, ME., Sõber, S., Salako, T., Saleheen, D., Salomaa, V., Samani, NJ., Schwartz, SM., Schwarz, PE., Scott, LJ., Scott, J., Scuteri, A., Sehmi, JS., Seielstad, M., Seshadri, S., Sharma, P., Shaw-Hawkins, S., Shi, G., Shrine, NR., Sijbrands, EJ., Sim, X., Singleton, A., Sjögren, M., Smith, NL., Soler Artigas, M., Spector, TD., Staessen, JA., Stancakova, A., Steinle, NI., Strachan, DP., Stringham, HM., Sun, YV., Swift, AJ., Tabara, Y., Tai, ES., Talmud, PJ., Taylor, A., Terzic, J., Thelle, DS., Tobin, MD., Tomaszewski, M., Tripathy, V., Tuomilehto, J., Tzoulaki, I., Uda, M., Ueshima, H., Uiterwaal, CS., Umemura, S., van der Harst, P., van der Schouw YT., van Gilst WH., Vartiainen, E., Vasan, RS., Veldre, G., Verwoert, GC., Viigimaa, M., Vinay, DG., Vineis, P., Voight, BF., Vollenweider, P., Wagenknecht, LE., Wain, LV., Wang, X., Wang, TJ., Wareham, NJ., Watkins, H., Weder, AB., Whincup, PH., Wiggins, KL., Witteman, JC., Wong, A., Wu, Y., Yajnik, CS., Yao, J., Young, JH., Zelenika, D., Zhai, G., Zhang, W., Zhang, F., Zhao, JH., Zhu, H., Zhu, X., Zitting, P., Zukowska-Szczechowska, E., Okada, Y., Wu, JY., Gu, D., Takeuchi, F., Takahashi, A., Maeda, S., Tsunoda, T., Chen, P., Lim, SC., Wong, TY., Liu, J., Young, TL., Aung, T., Teo, YY., Kim, YJ., Kang, D., Chen, CH., Tsai, FJ., Chang, LC., Fann, SJ., Mei, H., Hixson, JE., Chen, S., Katsuya, T., Isono, M., Albrecht, E., Yamamoto, K., Kubo, M., Nakamura, Y., Kamatani, N., Kato, N., He, J., Chen, YT., Tanaka, T., Reilly, MP., Schunkert, H., Assimes, TL., Hall, A., Hengstenberg, C., König, IR., Laaksonen, R., McPherson, R., Thompson, JR., Thorsteinsdottir, U., Ziegler, A., Absher, D., Chen, L., Cupples, LA., Halperin, E., Li, M., Musunuru, K., Preuss, M., Schillert, A., Thorleifsson, G., Wells, GA., Holm, H., Roberts, R., Stewart, AF., Fortmann, S., Go, A., Hlatky, M., Iribarren, C., Knowles, J., Myers, R., Quertermous, T., Sidney, S., Risch, N., Tang, H., Blankenberg, S., Schnabel, R., Sinning, C., Lackner, KJ., Tiret, L., Nicaud, V., Cambien, F., Bickel, C., Rupprecht, HJ., Perret, C., Proust, C., Münzel, TF., Barbalic, M., Chen, IY., Demissie-Banjaw, S., Folsom, A., Lumley, T., Marciante, K., Taylor, KD., Volcik, K., Gretarsdottir, S., Gulcher, JR., Kong, A., Stefansson, K., Thorgeirsson, G., Andersen, K., Fischer, M., Grosshennig, A., Linsel-Nitschke, P., Stark, K., Schreiber, S., Aherrahrou, Z., Bruse, P., Doering, A., Klopp, N., Diemert, P., Loley, C., Medack, A., Nahrstedt, J., Peters, A., Wagner, AK., Willenborg, C., Böhm, BO., Dobnig, H., Grammer, TB., Hoffmann, MM., Meinitzer, A., Winkelmann, BR., Pilz, S., Renner, W., Scharnagl, H., Stojakovic, T., Tomaschitz, A., Winkler, K., Guiducci, C., Burtt, N., Gabriel, SB., Dandona, S., Jarinova, O., Qu, L., Wilensky, R., Matthai, W., Hakonarson, HH., Devaney, J., Burnett, MS., Pichard, AD., Kent, KM., Satler, L., Lindsay, JM., Waksman, R., Knouff, CW., Waterworth, DM., Walker, MC., Epstein, SE., Rader, DJ., Nelson, CP., Wright, BJ., Balmforth, AJ., Ball, SG., Loehr, LR., Rosamond, WD., Benjamin, E., Haritunians, T., Couper, D., Murabito, J., Wang, YA., Stricker, BH., Chang, PP., Willerson, JT., Felix, SB., Watzinger, N., Aragam, J., Zweiker, R., Lind, L., Rodeheffer, RJ., Greiser, KH., Deckers, JW., Stritzke, J., Ingelsson, E., Kullo, I., Haerting, J., Reffelmann, T., Redfield, MM., Werdan, K., Mitchell, GF., Arnett, DK., Gottdiener, JS., Blettner, M., Friedrich, N., Pattaro, C., Teumer, A., Gorski, M., Chu, A.Y., Mijatovic, V., Garnaas, M., Tin, A., Sorice, R., Taliun, D., Olden, M., Foster, M., Yang, Q., Chen, M.H., Pers, T.H., Johnson, A.D., Ko, Y.A., Fuchsberger, C., Tayo, B., Nalls, M., Feitosa, M.F., Isaacs, A., Dehghan, A., d'Adamo, P., Adeyemo, A., Dieffenbach, A.K., Zonderman, A.B., Nolte, I.M., van der Most, P.J., Wright, A.F., Shuldiner, A.R., Morrison, A.C., Hofman, A., Smith, A.V., Dreisbach, A.W., Franke, A., Uitterlinden, A.G., Metspalu, A., Tonjes, A., Lupo, A., Robino, A., Johansson, Å., Demirkan, A., Kollerits, B., Freedman, B.I., Ponte, B., Oostra, B.A., Paulweber, B., Krämer, B.K., Mitchell, B.D., Buckley, B.M., Peralta, C.A., Hayward, C., Helmer, C., Rotimi, C.N., Shaffer, C.M., Müller, C., Sala, C., van Duijn, C.M., Saint-Pierre, A., Ackermann, D., Shriner, D., Ruggiero, D., Toniolo, D., Lu, Y., Cusi, D., Czamara, D., Ellinghaus, D., Siscovick, D.S., Ruderfer, D., Gieger, C., Grallert, H., Rochtchina, E., Atkinson, E.J., Holliday, E.G., Boerwinkle, E., Salvi, E., Bottinger, E.P., Murgia, F., Rivadeneira, F., Ernst, F., Kronenberg, F., Hu, F.B., Navis, G.J., Curhan, G.C., Ehret, G.B., Homuth, G., Coassin, S., Thun, G.A., Pistis, G., Gambaro, G., Malerba, G., Montgomery, G.W., Eiriksdottir, G., Jacobs, G., Li, G., Wichmann, H.E., Campbell, H., Schmidt, H., Wallaschofski, H., Völzke, H., Brenner, H., Kroemer, H.K., Kramer, H., Lin, H., Leach, I.M., Ford, I., Guessous, I., Rudan, I., Prokopenko, I., Borecki, I., Heid, I.M., Kolcic, I., Persico, I., Jukema, J.W., Wilson, J.F., Felix, J.F., Divers, J., Lambert, J.C., Stafford, J.M., Gaspoz, J.M., Smith, J.A., Faul, J.D., Wang, J.J., Ding, J., Hirschhorn, J.N., Attia, J., Whitfield, J.B., Chalmers, J., Viikari, J., Coresh, J., Denny, J.C., Karjalainen, J., Fernandes, J.K., Endlich, K., Butterbach, K., Keene, K.L., Lohman, K., Portas, L., Launer, L.J., Lyytikäinen, L.P., Yengo, L., Franke, L., Ferrucci, L., Rose, L.M., Kedenko, L., Rao, M., Struchalin, M., Kleber, M.E., Cavalieri, M., Haun, M., Cornelis, M.C., Ciullo, M., Pirastu, M., de Andrade, M., McEvoy, M.A., Woodward, M., Adam, M., Cocca, M., Nauck, M., Imboden, M., Waldenberger, M., Pruijm, M., Metzger, M., Stumvoll, M., Evans, M.K., Sale, M.M., Kähönen, M., Boban, M., Bochud, M., Rheinberger, M., Verweij, N., Bouatia-Naji, N., Martin, N.G., Hastie, N., Probst-Hensch, N., Soranzo, N., Devuyst, O., Raitakari, O., Gottesman, O., Franco, O.H., Polasek, O., Gasparini, P., Munroe, P.B., Ridker, P.M., Mitchell, P., Muntner, P., Meisinger, C., Smit, J.H., Kovacs, P., Wild, P.S., Froguel, P., Rettig, R., Mägi, R., Biffar, R., Schmidt, R., Middelberg, R.P., Carroll, R.J., Penninx, B.W., Scott, R.J., Katz, R., Sedaghat, S., Wild, S.H., Kardia, S.L., Ulivi, S., Hwang, S.J., Enroth, S., Kloiber, S., Trompet, S., Stengel, B., Hancock, S.J., Turner, S.T., Rosas, S.E., Stracke, S., Harris, T.B., Zeller, T., Zemunik, T., Lehtimäki, T., Illig, T., Aspelund, T., Nikopensius, T., Esko, T., Gyllensten, U., Völker, U., Emilsson, V., Vitart, V., Aalto, V., Gudnason, V., Chouraki, V., Chen, W.M., Igl, W., März, W., Koenig, W., Lieb, W., Loos, R.J., Liu, Y., Snieder, H., Pramstaller, P.P., Parsa, A., O'Connell, J.R., Susztak, K., Hamet, P., Tremblay, J., de Boer, I.H., Böger, C.A., Goessling, W., Chasman, D.I., Köttgen, A., Kao, W.H., Fox, C.S., ICBP Consortium, AGEN Consortium, CHARGe-Heart Failure Group, ECHOGen Consortium, CARDIOGRAM, Abecasis, GR., Adair, LS., Alexander, M., Altshuler, D., Amin, N., Arking, DE., Arora, P., Aulchenko, Y., Bakker, SJ., Bandinelli, S., Barroso, I., Beckmann, JS., Beilby, JP., Bergman, RN., Bergmann, S., Bis, JC., Boehnke, M., Bonnycastle, LL., Bornstein, SR., Bots, ML., Bragg-Gresham, JL., Brand, SM., Brand, E., Braund, PS., Brown, MJ., Burton, PR., Casas, JP., Caulfield, MJ., Chakravarti, A., Chambers, JC., Chandak, GR., Chang, YP., Charchar, FJ., Chaturvedi, N., Shin Cho, Y., Clarke, R., Collins, FS., Collins, R., Connell, JM., Cooper, JA., Cooper, MN., Cooper, RS., Corsi, AM., Dörr, M., Dahgam, S., Danesh, J., Davey Smith, G., Day, IN., Deloukas, P., Denniff, M., Dominiczak, AF., Dong, Y., Doumatey, A., Elliott, P., Elosua, R., Erdmann, J., Eyheramendy, S., Farrall, M., Fava, C., Forrester, T., Fowkes, FG., Fox, ER., Frayling, TM., Galan, P., Ganesh, SK., Garcia, M., Gaunt, TR., Glazer, NL., Go, MJ., Goel, A., Grässler, J., Grobbee, DE., Groop, L., Guarrera, S., Guo, X., Hadley, D., Hamsten, A., Han, BG., Hardy, R., Hartikainen, AL., Heath, S., Heckbert, SR., Hedblad, B., Hercberg, S., Hernandez, D., Hicks, AA., Hilton, G., Hingorani, AD., Bolton, JA., Hopewell, JC., Howard, P., Humphries, SE., Hunt, SC., Hveem, K., Ikram, MA., Islam, M., Iwai, N., Jarvelin, MR., Jackson, AU., Jafar, TH., Janipalli, CS., Johnson, T., Kathiresan, S., Khaw, KT., Kim, HL., Kinra, S., Kita, Y., Kivimaki, M., Kooner, JS., Kumar, MJ., Kuh, D., Kulkarni, SR., Kumari, M., Kuusisto, J., Kuznetsova, T., Laakso, M., Laan, M., Laitinen, J., Lakatta, EG., Langefeld, CD., Larson, MG., Lathrop, M., Lawlor, DA., Lawrence, RW., Lee, JY., Lee, NR., Levy, D., Li, Y., Longstreth, WT., Luan£££Jian'an£££ J., Lucas, G., Ludwig, B., Mangino, M., Mani, KR., Marmot, MG., Mattace-Raso, FU., Matullo, G., McArdle, WL., McKenzie, CA., Meitinger, T., Melander, O., Meneton, P., Meschia, JF., Miki, T., Milaneschi, Y., Mohlke, KL., Mooser, V., Morken, MA., Morris, RW., Mosley, TH., Najjar, S., Narisu, N., Newton-Cheh, C., Nguyen, KD., Nilsson, P., Nyberg, F., O'Donnell, CJ., Ogihara, T., Ohkubo, T., Okamura, T., Ong, RT., Ongen, H., Onland-Moret, NC., O'Reilly, PF., Org, E., Orru, M., Palmas, W., Palmen, J., Palmer, LJ., Palmer, ND., Parker, AN., Peden, JF., Peltonen, L., Perola, M., Pihur, V., Platou, CG., Plump, A., Prabhakaran, D., Psaty, BM., Raffel, LJ., Rao, DC., Rasheed, A., Ricceri, F., Rice, KM., Rosengren, A., Rotter, JI., Rudock, ME., Sõber, S., Salako, T., Saleheen, D., Salomaa, V., Samani, NJ., Schwartz, SM., Schwarz, PE., Scott, LJ., Scott, J., Scuteri, A., Sehmi, JS., Seielstad, M., Seshadri, S., Sharma, P., Shaw-Hawkins, S., Shi, G., Shrine, NR., Sijbrands, EJ., Sim, X., Singleton, A., Sjögren, M., Smith, NL., Soler Artigas, M., Spector, TD., Staessen, JA., Stancakova, A., Steinle, NI., Strachan, DP., Stringham, HM., Sun, YV., Swift, AJ., Tabara, Y., Tai, ES., Talmud, PJ., Taylor, A., Terzic, J., Thelle, DS., Tobin, MD., Tomaszewski, M., Tripathy, V., Tuomilehto, J., Tzoulaki, I., Uda, M., Ueshima, H., Uiterwaal, CS., Umemura, S., van der Harst, P., van der Schouw YT., van Gilst WH., Vartiainen, E., Vasan, RS., Veldre, G., Verwoert, GC., Viigimaa, M., Vinay, DG., Vineis, P., Voight, BF., Vollenweider, P., Wagenknecht, LE., Wain, LV., Wang, X., Wang, TJ., Wareham, NJ., Watkins, H., Weder, AB., Whincup, PH., Wiggins, KL., Witteman, JC., Wong, A., Wu, Y., Yajnik, CS., Yao, J., Young, JH., Zelenika, D., Zhai, G., Zhang, W., Zhang, F., Zhao, JH., Zhu, H., Zhu, X., Zitting, P., Zukowska-Szczechowska, E., Okada, Y., Wu, JY., Gu, D., Takeuchi, F., Takahashi, A., Maeda, S., Tsunoda, T., Chen, P., Lim, SC., Wong, TY., Liu, J., Young, TL., Aung, T., Teo, YY., Kim, YJ., Kang, D., Chen, CH., Tsai, FJ., Chang, LC., Fann, SJ., Mei, H., Hixson, JE., Chen, S., Katsuya, T., Isono, M., Albrecht, E., Yamamoto, K., Kubo, M., Nakamura, Y., Kamatani, N., Kato, N., He, J., Chen, YT., Tanaka, T., Reilly, MP., Schunkert, H., Assimes, TL., Hall, A., Hengstenberg, C., König, IR., Laaksonen, R., McPherson, R., Thompson, JR., Thorsteinsdottir, U., Ziegler, A., Absher, D., Chen, L., Cupples, LA., Halperin, E., Li, M., Musunuru, K., Preuss, M., Schillert, A., Thorleifsson, G., Wells, GA., Holm, H., Roberts, R., Stewart, AF., Fortmann, S., Go, A., Hlatky, M., Iribarren, C., Knowles, J., Myers, R., Quertermous, T., Sidney, S., Risch, N., Tang, H., Blankenberg, S., Schnabel, R., Sinning, C., Lackner, KJ., Tiret, L., Nicaud, V., Cambien, F., Bickel, C., Rupprecht, HJ., Perret, C., Proust, C., Münzel, TF., Barbalic, M., Chen, IY., Demissie-Banjaw, S., Folsom, A., Lumley, T., Marciante, K., Taylor, KD., Volcik, K., Gretarsdottir, S., Gulcher, JR., Kong, A., Stefansson, K., Thorgeirsson, G., Andersen, K., Fischer, M., Grosshennig, A., Linsel-Nitschke, P., Stark, K., Schreiber, S., Aherrahrou, Z., Bruse, P., Doering, A., Klopp, N., Diemert, P., Loley, C., Medack, A., Nahrstedt, J., Peters, A., Wagner, AK., Willenborg, C., Böhm, BO., Dobnig, H., Grammer, TB., Hoffmann, MM., Meinitzer, A., Winkelmann, BR., Pilz, S., Renner, W., Scharnagl, H., Stojakovic, T., Tomaschitz, A., Winkler, K., Guiducci, C., Burtt, N., Gabriel, SB., Dandona, S., Jarinova, O., Qu, L., Wilensky, R., Matthai, W., Hakonarson, HH., Devaney, J., Burnett, MS., Pichard, AD., Kent, KM., Satler, L., Lindsay, JM., Waksman, R., Knouff, CW., Waterworth, DM., Walker, MC., Epstein, SE., Rader, DJ., Nelson, CP., Wright, BJ., Balmforth, AJ., Ball, SG., Loehr, LR., Rosamond, WD., Benjamin, E., Haritunians, T., Couper, D., Murabito, J., Wang, YA., Stricker, BH., Chang, PP., Willerson, JT., Felix, SB., Watzinger, N., Aragam, J., Zweiker, R., Lind, L., Rodeheffer, RJ., Greiser, KH., Deckers, JW., Stritzke, J., Ingelsson, E., Kullo, I., Haerting, J., Reffelmann, T., Redfield, MM., Werdan, K., Mitchell, GF., Arnett, DK., Gottdiener, JS., Blettner, M., Friedrich, N., Pattaro, C., Teumer, A., Gorski, M., Chu, A.Y., Mijatovic, V., Garnaas, M., Tin, A., Sorice, R., Taliun, D., Olden, M., Foster, M., Yang, Q., Chen, M.H., Pers, T.H., Johnson, A.D., Ko, Y.A., Fuchsberger, C., Tayo, B., Nalls, M., Feitosa, M.F., Isaacs, A., Dehghan, A., d'Adamo, P., Adeyemo, A., Dieffenbach, A.K., Zonderman, A.B., Nolte, I.M., van der Most, P.J., Wright, A.F., Shuldiner, A.R., Morrison, A.C., Hofman, A., Smith, A.V., Dreisbach, A.W., Franke, A., Uitterlinden, A.G., Metspalu, A., Tonjes, A., Lupo, A., Robino, A., Johansson, Å., Demirkan, A., Kollerits, B., Freedman, B.I., Ponte, B., Oostra, B.A., Paulweber, B., Krämer, B.K., Mitchell, B.D., Buckley, B.M., Peralta, C.A., Hayward, C., Helmer, C., Rotimi, C.N., Shaffer, C.M., Müller, C., Sala, C., van Duijn, C.M., Saint-Pierre, A., Ackermann, D., Shriner, D., Ruggiero, D., Toniolo, D., Lu, Y., Cusi, D., Czamara, D., Ellinghaus, D., Siscovick, D.S., Ruderfer, D., Gieger, C., Grallert, H., Rochtchina, E., Atkinson, E.J., Holliday, E.G., Boerwinkle, E., Salvi, E., Bottinger, E.P., Murgia, F., Rivadeneira, F., Ernst, F., Kronenberg, F., Hu, F.B., Navis, G.J., Curhan, G.C., Ehret, G.B., Homuth, G., Coassin, S., Thun, G.A., Pistis, G., Gambaro, G., Malerba, G., Montgomery, G.W., Eiriksdottir, G., Jacobs, G., Li, G., Wichmann, H.E., Campbell, H., Schmidt, H., Wallaschofski, H., Völzke, H., Brenner, H., Kroemer, H.K., Kramer, H., Lin, H., Leach, I.M., Ford, I., Guessous, I., Rudan, I., Prokopenko, I., Borecki, I., Heid, I.M., Kolcic, I., Persico, I., Jukema, J.W., Wilson, J.F., Felix, J.F., Divers, J., Lambert, J.C., Stafford, J.M., Gaspoz, J.M., Smith, J.A., Faul, J.D., Wang, J.J., Ding, J., Hirschhorn, J.N., Attia, J., Whitfield, J.B., Chalmers, J., Viikari, J., Coresh, J., Denny, J.C., Karjalainen, J., Fernandes, J.K., Endlich, K., Butterbach, K., Keene, K.L., Lohman, K., Portas, L., Launer, L.J., Lyytikäinen, L.P., Yengo, L., Franke, L., Ferrucci, L., Rose, L.M., Kedenko, L., Rao, M., Struchalin, M., Kleber, M.E., Cavalieri, M., Haun, M., Cornelis, M.C., Ciullo, M., Pirastu, M., de Andrade, M., McEvoy, M.A., Woodward, M., Adam, M., Cocca, M., Nauck, M., Imboden, M., Waldenberger, M., Pruijm, M., Metzger, M., Stumvoll, M., Evans, M.K., Sale, M.M., Kähönen, M., Boban, M., Bochud, M., Rheinberger, M., Verweij, N., Bouatia-Naji, N., Martin, N.G., Hastie, N., Probst-Hensch, N., Soranzo, N., Devuyst, O., Raitakari, O., Gottesman, O., Franco, O.H., Polasek, O., Gasparini, P., Munroe, P.B., Ridker, P.M., Mitchell, P., Muntner, P., Meisinger, C., Smit, J.H., Kovacs, P., Wild, P.S., Froguel, P., Rettig, R., Mägi, R., Biffar, R., Schmidt, R., Middelberg, R.P., Carroll, R.J., Penninx, B.W., Scott, R.J., Katz, R., Sedaghat, S., Wild, S.H., Kardia, S.L., Ulivi, S., Hwang, S.J., Enroth, S., Kloiber, S., Trompet, S., Stengel, B., Hancock, S.J., Turner, S.T., Rosas, S.E., Stracke, S., Harris, T.B., Zeller, T., Zemunik, T., Lehtimäki, T., Illig, T., Aspelund, T., Nikopensius, T., Esko, T., Gyllensten, U., Völker, U., Emilsson, V., Vitart, V., Aalto, V., Gudnason, V., Chouraki, V., Chen, W.M., Igl, W., März, W., Koenig, W., Lieb, W., Loos, R.J., Liu, Y., Snieder, H., Pramstaller, P.P., Parsa, A., O'Connell, J.R., Susztak, K., Hamet, P., Tremblay, J., de Boer, I.H., Böger, C.A., Goessling, W., Chasman, D.I., Köttgen, A., Kao, W.H., and Fox, C.S.
- Abstract
Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways.
- Published
- 2016
32. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function
- Author
-
Pattaro, C, Teumer, A, Gorski, M, Chu, AY, Li, M, Mijatovic, V, Garnaas, M, Tin, A, Sorice, R, Li, Y, Taliun, D, Olden, M, Foster, M, Yang, Q, Chen, M-H, Pers, TH, Johnson, AD, Ko, Y-A, Fuchsberger, C, Tayo, B, Nalls, M, Feitosa, MF, Isaacs, A, Dehghan, A, d'Adamo, P, Adeyemo, A, Dieffenbach, AK, Zonderman, AB, Nolte, IM, van der Most, PJ, Wright, AF, Shuldiner, AR, Morrison, AC, Hofman, A, Smith, AV, Dreisbach, AW, Franke, A, Uitterlinden, AG, Metspalu, A, Tonjes, A, Lupo, A, Robino, A, Johansson, A, Demirkan, A, Kollerits, B, Freedman, BI, Ponte, B, Oostra, BA, Paulweber, B, Kraemer, BK, Mitchell, BD, Buckley, BM, Peralta, CA, Hayward, C, Helmer, C, Rotimi, CN, Shaffer, CM, Mueller, C, Sala, C, van Duijn, CM, Saint-Pierre, A, Ackermann, D, Shriner, D, Ruggiero, D, Toniolo, D, Lu, Y, Cusi, D, Czamara, D, Ellinghaus, D, Siscovick, DS, Ruderfer, D, Gieger, C, Grallert, H, Rochtchina, E, Atkinson, EJ, Holliday, EG, Boerwinkle, E, Salvi, E, Bottinger, EP, Murgia, F, Rivadeneira, F, Ernst, F, Kronenberg, F, Hu, FB, Navis, GJ, Curhan, GC, Ehret, GB, Homuth, G, Coassin, S, Thun, G-A, Pistis, G, Gambaro, G, Malerba, G, Montgomery, GW, Eiriksdottir, G, Jacobs, G, Li, G, Wichmann, H-E, Campbell, H, Schmidt, H, Wallaschofski, H, Voelzke, H, Brenner, H, Kroemer, HK, Kramer, H, Lin, H, Leach, IM, Ford, I, Guessous, I, Rudan, I, Prokopenko, I, Borecki, I, Heid, IM, Kolcic, I, Persico, I, Jukema, JW, Wilson, JF, Felix, JF, Divers, J, Lambert, J-C, Stafford, JM, Gaspoz, J-M, Smith, JA, Faul, JD, Wang, JJ, Ding, J, Hirschhorn, JN, Attia, J, Whitfield, JB, Chalmers, J, Viikari, J, Coresh, J, Denny, JC, Karjalainen, J, Fernandes, JK, Endlich, K, Butterbach, K, Keene, KL, Lohman, K, Portas, L, Launer, LJ, Lyytikaeinen, L-P, Yengo, L, Franke, L, Ferrucci, L, Rose, LM, Kedenko, L, Rao, M, Struchalin, M, Kleber, ME, Cavalieri, M, Haun, M, Cornelis, MC, Ciullo, M, Pirastu, M, de Andrade, M, McEvoy, MA, Woodward, M, Adam, M, Cocca, M, Nauck, M, Imboden, M, Waldenberger, M, Pruijm, M, Metzger, M, Stumvoll, M, Evans, MK, Sale, MM, Kaehoenen, M, Boban, M, Bochud, M, Rheinberger, M, Verweij, N, Bouatia-Naji, N, Martin, NG, Hastie, N, Probst-Hensch, N, Soranzo, N, Devuyst, O, Raitakari, O, Gottesman, O, Franco, OH, Polasek, O, Gasparini, P, Munroe, PB, Ridker, PM, Mitchell, P, Muntner, P, Meisinger, C, Smit, JH, Kovacs, P, Wild, PS, Froguel, P, Rettig, R, Maegi, R, Biffar, R, Schmidt, R, Middelberg, RPS, Carroll, RJ, Penninx, BW, Scott, RJ, Katz, R, Sedaghat, S, Wild, SH, Kardia, SLR, Ulivi, S, Hwang, S-J, Enroth, S, Kloiber, S, Trompet, S, Stengel, B, Hancock, SJ, Turner, ST, Rosas, SE, Stracke, S, Harris, TB, Zeller, T, Zemunik, T, Lehtimaeki, T, Illig, T, Aspelund, T, Nikopensius, T, Esko, T, Tanaka, T, Gyllensten, U, Voelker, U, Emilsson, V, Vitart, V, Aalto, V, Gudnason, V, Chouraki, V, Chen, W-M, Igl, W, Maerz, W, Koenig, W, Lieb, W, Loos, RJF, Liu, Y, Snieder, H, Pramstaller, PP, Parsa, A, O'Connell, JR, Susztak, K, Hamet, P, Tremblay, J, de Boer, IH, Boeger, CA, Goessling, W, Chasman, DI, Koettgen, A, Kao, WHL, Fox, CS, Pattaro, C, Teumer, A, Gorski, M, Chu, AY, Li, M, Mijatovic, V, Garnaas, M, Tin, A, Sorice, R, Li, Y, Taliun, D, Olden, M, Foster, M, Yang, Q, Chen, M-H, Pers, TH, Johnson, AD, Ko, Y-A, Fuchsberger, C, Tayo, B, Nalls, M, Feitosa, MF, Isaacs, A, Dehghan, A, d'Adamo, P, Adeyemo, A, Dieffenbach, AK, Zonderman, AB, Nolte, IM, van der Most, PJ, Wright, AF, Shuldiner, AR, Morrison, AC, Hofman, A, Smith, AV, Dreisbach, AW, Franke, A, Uitterlinden, AG, Metspalu, A, Tonjes, A, Lupo, A, Robino, A, Johansson, A, Demirkan, A, Kollerits, B, Freedman, BI, Ponte, B, Oostra, BA, Paulweber, B, Kraemer, BK, Mitchell, BD, Buckley, BM, Peralta, CA, Hayward, C, Helmer, C, Rotimi, CN, Shaffer, CM, Mueller, C, Sala, C, van Duijn, CM, Saint-Pierre, A, Ackermann, D, Shriner, D, Ruggiero, D, Toniolo, D, Lu, Y, Cusi, D, Czamara, D, Ellinghaus, D, Siscovick, DS, Ruderfer, D, Gieger, C, Grallert, H, Rochtchina, E, Atkinson, EJ, Holliday, EG, Boerwinkle, E, Salvi, E, Bottinger, EP, Murgia, F, Rivadeneira, F, Ernst, F, Kronenberg, F, Hu, FB, Navis, GJ, Curhan, GC, Ehret, GB, Homuth, G, Coassin, S, Thun, G-A, Pistis, G, Gambaro, G, Malerba, G, Montgomery, GW, Eiriksdottir, G, Jacobs, G, Li, G, Wichmann, H-E, Campbell, H, Schmidt, H, Wallaschofski, H, Voelzke, H, Brenner, H, Kroemer, HK, Kramer, H, Lin, H, Leach, IM, Ford, I, Guessous, I, Rudan, I, Prokopenko, I, Borecki, I, Heid, IM, Kolcic, I, Persico, I, Jukema, JW, Wilson, JF, Felix, JF, Divers, J, Lambert, J-C, Stafford, JM, Gaspoz, J-M, Smith, JA, Faul, JD, Wang, JJ, Ding, J, Hirschhorn, JN, Attia, J, Whitfield, JB, Chalmers, J, Viikari, J, Coresh, J, Denny, JC, Karjalainen, J, Fernandes, JK, Endlich, K, Butterbach, K, Keene, KL, Lohman, K, Portas, L, Launer, LJ, Lyytikaeinen, L-P, Yengo, L, Franke, L, Ferrucci, L, Rose, LM, Kedenko, L, Rao, M, Struchalin, M, Kleber, ME, Cavalieri, M, Haun, M, Cornelis, MC, Ciullo, M, Pirastu, M, de Andrade, M, McEvoy, MA, Woodward, M, Adam, M, Cocca, M, Nauck, M, Imboden, M, Waldenberger, M, Pruijm, M, Metzger, M, Stumvoll, M, Evans, MK, Sale, MM, Kaehoenen, M, Boban, M, Bochud, M, Rheinberger, M, Verweij, N, Bouatia-Naji, N, Martin, NG, Hastie, N, Probst-Hensch, N, Soranzo, N, Devuyst, O, Raitakari, O, Gottesman, O, Franco, OH, Polasek, O, Gasparini, P, Munroe, PB, Ridker, PM, Mitchell, P, Muntner, P, Meisinger, C, Smit, JH, Kovacs, P, Wild, PS, Froguel, P, Rettig, R, Maegi, R, Biffar, R, Schmidt, R, Middelberg, RPS, Carroll, RJ, Penninx, BW, Scott, RJ, Katz, R, Sedaghat, S, Wild, SH, Kardia, SLR, Ulivi, S, Hwang, S-J, Enroth, S, Kloiber, S, Trompet, S, Stengel, B, Hancock, SJ, Turner, ST, Rosas, SE, Stracke, S, Harris, TB, Zeller, T, Zemunik, T, Lehtimaeki, T, Illig, T, Aspelund, T, Nikopensius, T, Esko, T, Tanaka, T, Gyllensten, U, Voelker, U, Emilsson, V, Vitart, V, Aalto, V, Gudnason, V, Chouraki, V, Chen, W-M, Igl, W, Maerz, W, Koenig, W, Lieb, W, Loos, RJF, Liu, Y, Snieder, H, Pramstaller, PP, Parsa, A, O'Connell, JR, Susztak, K, Hamet, P, Tremblay, J, de Boer, IH, Boeger, CA, Goessling, W, Chasman, DI, Koettgen, A, Kao, WHL, and Fox, CS
- Abstract
Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways.
- Published
- 2016
33. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function
- Author
-
UCL - SSS/IREC/NEFR - Pôle de Néphrologie, UCL - (SLuc) Service de néphrologie, Pattaro, C., Teumer, A., Gorski, M., Chu, A.Y., Li, M., Mijatovic, V., Garnaas, M., Tin, A., Sorice, R., Li, Y., Taliun, D., Olden, M., Foster, M., Yang, Q., Chen, M.-H., Pers, T.H., Johnson, A.D., Ko, Y.-A., Fuchsberger, C., Tayo, B., Nalls, M., Feitosa, M.F., Isaacs, A., Dehghan, A., D'Adamo, P., Adeyemo, A., Dieffenbach, A.K., Zonderman, A.B., Nolte, I.M., Van Der Most, P.J., Wright, A.F., Shuldiner, A.R., Morrison, A.C., Hofman, A., Smith, A.V., Dreisbach, A.W., Franke, A., Uitterlinden, A.G., Metspalu, A., Tonjes, A., Lupo, A., Robino, A., Johansson, Å., Demirkan, A., Kollerits, B., Freedman, B.I., Ponte, B., Oostra, B.A., Paulweber, B., Krämer, B.K., Mitchell, B.D., Buckley, B.M., Peralta, C.A., Hayward, C., Helmer, C., Rotimi, C.N., Shaffer, C.M., Müller, C., Sala, C., Van Duijn, C.M., Saint-Pierre, A., Ackermann, D., Shriner, D., Ruggiero, D., Toniolo, D., Lu, Y., Cusi, D., Czamara, D., Ellinghaus, D., Siscovick, D.S., Ruderfer, D., Gieger, C., Grallert, H., Rochtchina, E., Atkinson, E.J., Holliday, E.G., Boerwinkle, E., Salvi, E., Bottinger, E.P., Murgia, F., Rivadeneira, F., Ernst, F., Kronenberg, F., Hu, F.B., Navis, G.J., Curhan, G.C., Ehret, G.B., Homuth, G., Coassin, S., Thun, G.-A., Pistis, G., Gambaro, G., Malerba, G., Montgomery, G.W., Eiriksdottir, G., Jacobs, G., Li, G., Wichmann, H.-E., Campbell, H., Schmidt, H., Wallaschofski, H., Völzke, H., Brenner, H., Kroemer, H.K., Kramer, H., Lin, H., Leach, I.M., Ford, I., Guessous, I., Rudan, I., Prokopenko, I., Borecki, I., Heid, I.M., Kolcic, I., Persico, I., Jukema, J.W., Wilson, J.F., Felix, J.F., Divers, J., Lambert, J.-C., Stafford, J.M., Gaspoz, J.-M., Smith, J.A., Faul, J.D., Wang, J.J., Ding, J., Hirschhorn, J.N., Attia, J., Whitfield, J.B., Chalmers, J., Viikari, J., Coresh, J., Denny, J.C., Karjalainen, J., Fernandes, J.K., Endlich, K., Butterbach, K., Keene, K.L., Lohman, K., Portas, L., Launer, L.J., Lyytikäinen, L.-P., Yengo, L., Franke, L., Ferrucci, L., Rose, L.M., Kedenko, L., Rao, M., Struchalin, M., Kleber, M.E., Cavalieri, M., Haun, M., Cornelis, M.C., Ciullo, M., Pirastu, M., De Andrade, M., McEvoy, M.A., Woodward, M., Adam, M., Cocca, M., Nauck, M., Imboden, M., Waldenberger, M., Pruijm, M., Metzger, M., Stumvoll, M., Evans, M.K., Sale, M.M., Kähönen, M., Boban, M., Bochud, M., Rheinberger, M., Verweij, N., Bouatia-Naji, N., Martin, N.G., Hastie, N., Probst-Hensch, N., Soranzo, N., Devuyst, O., Raitakari, O., Gottesman, O., Franco, O.H., Polasek, O., Gasparini, P., Munroe, P.B., Ridker, P.M., Mitchell, P., Muntner, P., Meisinger, C., Smit, J.H., Abecasis, G.R., Adair, L.S., Alexander, M., Altshuler, D., Amin, N., Arking, D.E., Arora, P., Aulchenko, Y., Bakker, S.J.L., Bandinelli, S., Barroso, I., Beckmann, J.S., Beilby, J.P., Bergman, R.N., Bergmann, S., Bis, J.C., Boehnke, M., Bonnycastle, L.L., Bornstein, S.R., Bots, M.L., Bragg-Gresham, J.L., Brand, S.-M., Brand, E., Braund, P.S., Brown, M.J., Burton, P.R., Casas, J.P., Caulfield, M.J., Chakravarti, A., Chambers, J.C., Chandak, G.R., Chang, Y.-P.C., Charchar, F.J., Chaturvedi, N., Cho, Y.S., Clarke, R., Collins, F.S., Collins, R., Connell, J.M., Cooper, J.A., Cooper, M.N., Cooper, R.S., Corsi, A.M., Dörr, M., Dahgam, S., Danesh, J., Smith, G.D., Day, I.N.M., Deloukas, P., Denniff, M., Dominiczak, A.F., Dong, Y., Doumatey, A., Elliott, P., Elosua, R., Erdmann, J., Eyheramendy, S., Farrall, M., Fava, C., Forrester, T., Fowkes, F.G.R., Fox, E.R., Frayling, T.M., Galan, P., Ganesh, S.K., Garcia, M., Gaunt, T.R., Glazer, N.L., Go, M.J., Goel, A., Grässler, J., Grobbee, D.E., Groop, L., Guarrera, S., Guo, X., Hadley, D., Hamsten, A., Han, B.-G., Hardy, R., Hartikainen, A.-L., Heath, S., Heckbert, S.R., Hedblad, B., Hercberg, S., Hernandez, D., Hicks, A.A., Hilton, G., Hingorani, A.D., Hoffman Bolton, J.A., Hopewell, J.C., Howard, P., Humphries, S.E., Hunt, S.C., Hveem, K., Ikram, M.A., Islam, M., Iwai, N., Jarvelin, M.-R., Jackson, A.U., Jafar, T.H., Janipalli, C.S., Johnson, T., Kathiresan, S., Khaw, K.-T., Kim, H.-L., Kinra, S., Kita, Y., Kivimaki, M., Kooner, J.S., Kumar, M.J.K., Kuh, D., Kulkarni, S.R., Kumari, M., Kuusisto, J., Kuznetsova, T., Laakso, M., Laan, M., Laitinen, J., Lakatta, E.G., Langefeld, C.D., Larson, M.G., Lathrop, M., Lawlor, D.A., Lawrence, R.W., Lee, J.-Y., Lee, N.R., Levy, D., Longstreth, W.T., Luan, J., Lucas, G., Ludwig, B., Mangino, M., Mani, K.R., Marmot, M.G., Mattace-Raso, F.U.S., Matullo, G., McArdle, W.L., McKenzie, C.A., Meitinger, T., Melander, O., Meneton, P., Meschia, J.F., Miki, T., Milaneschi, Y., Mohlke, K.L., Mooser, V., Morken, M.A., Morris, R.W., Mosley, T.H., Najjar, S., Narisu, N., Newton-Cheh, C., Nguyen, K.-D.H., Nilsson, P., Nyberg, F., O'Donnell, C.J., Ogihara, T., Ohkubo, T., Okamura, T., Ong, R.T.-H., Ongen, H., Onland-Moret, N.C., O'Reilly, P.F., Org, E., Orru, M., Palmas, W., Palmen, J., Palmer, L.J., Palmer, N.D., Parker, A.N., Peden, J.F., Peltonen, L., Perola, M., Pihur, V., Platou, C.G.P., Plump, A., Prabhakaran, D., Psaty, B.M., Raffel, L.J., Rao, D.C., Rasheed, A., Ricceri, F., Rice, K.M., Rosengren, A., Rotter, J.I., Rudock, M.E., Sõber, S., Salako, T., Saleheen, D., Salomaa, V., Samani, N.J., Schwartz, S.M., Schwarz, P.E.H., Scott, L.J., Scott, J., Scuteri, A., Sehmi, J.S., Seielstad, M., Seshadri, S., Sharma, P., Shaw-Hawkins, S., Shi, G., Shrine, N.R.G., Sijbrands, E.J.G., Sim, X., Singleton, A., Sjögren, M., Smith, N.L., Artigas, M.S., Spector, T.D., Staessen, J.A., Stancakova, A., Steinle, N.I., Strachan, D.P., Stringham, H.M., Sun, Y.V., Swift, A.J., Tabara, Y., Tai, E.-S., Talmud, P.J., Taylor, A., Terzic, J., Thelle, D.S., Tobin, M.D., Tomaszewski, M., Tripathy, V., Tuomilehto, J., Tzoulaki, I., Uda, M., Ueshima, H., Uiterwaal, C.S.P.M., Umemura, S., Van Der Harst, P., Van Der Schouw, Y.T., Van Gilst, W.H., Vartiainen, E., Vasan, R.S., Veldre, G., Verwoert, G.C., Viigimaa, M., Vinay, D.G., Vineis, P., Voight, B.F., Vollenweider, P., Wagenknecht, L.E., Wain, L.V., Wang, X., Wang, T.J., Wareham, N.J., Watkins, H., Weder, A.B., Whincup, P.H., Wiggins, K.L., Witteman, J.C.M., Wong, A., Wu, Y., Yajnik, C.S., Yao, J., Young, J.H., Zelenika, D., Zhai, G., Zhang, W., Zhang, F., Zhao, J.H., Zhu, H., Zhu, X., Zitting, P., Zukowska-Szczechowska, E., Okada, Y., Wu, J.-Y., Gu, D., Takeuchi, F., Takahashi, A., Maeda, S., Tsunoda, T., Chen, P., Lim, S.-C., Wong, T.-Y., Liu, J., Young, T.L., Aung, T., Teo, Y.-Y., Kim, Y.J., Kang, D., Chen, C.-H., Tsai, F.-J., Chang, L.-C., Fann, S.-J.C., Mei, H., Hixson, J.E., Chen, S., Katsuya, T., Isono, M., Albrecht, E., Yamamoto, K., Kubo, M., Nakamura, Y., Kamatani, N., Kato, N., He, J., Chen, Y.-T., Tanaka, T., Reilly, M.P., Schunkert, H., Assimes, T.L., Hall, A., Hengstenberg, C., König, I.R., Laaksonen, R., McPherson, R., Thompson, J.R., Thorsteinsdottir, U., Ziegler, A., Absher, D., Chen, L., Cupples, L.A., Halperin, E., Musunuru, K., Preuss, M., Schillert, A., Thorleifsson, G., Wells, G.A., Holm, H., Roberts, R., Stewart, A.F.R., Fortmann, S., Go, A., Hlatky, M., Iribarren, C., Knowles, J., Myers, R., Quertermous, T., Sidney, S., Risch, N., Tang, H., Blankenberg, S., Schnabel, R., Sinning, C., Lackner, K.J., Tiret, L., Nicaud, V., Cambien, F., Bickel, C., Rupprecht, H.J., Perret, C., Proust, C., Münzel, T.F., Barbalic, M., Chen, I.Y.-D., Demissie-Banjaw, S., Folsom, A., Lumley, T., Marciante, K., Taylor, K.D., Volcik, K., Gretarsdottir, S., Gulcher, J.R., Kong, A., Stefansson, K., Thorgeirsson, G., Andersen, K., Fischer, M., Grosshennig, A., Linsel-Nitschke, P., Stark, K., Schreiber, S., Aherrahrou, Z., Bruse, P., Doering, A., Klopp, N., Diemert, P., Loley, C., Medack, A., Nahrstedt, J., Peters, A., Wagner, A.K., Willenborg, C., Böhm, B.O., Dobnig, H., Grammer, T.B., Hoffmann, M.M., Meinitzer, A., Winkelmann, B.R., Pilz, S., Renner, W., Scharnagl, H., Stojakovic, T., Tomaschitz, A., Winkler, K., Guiducci, C., Burtt, N., Gabriel, S.B., Dandona, S., Jarinova, O., Qu, L., Wilensky, R., Matthai, W., Hakonarson, H.H., Devaney, J., Burnett, M.S., Pichard, A.D., Kent, K.M., Satler, L., Lindsay, J.M., Waksman, R., Knouff, C.W., Waterworth, D.M., Walker, M.C., Epstein, S.E., Rader, D.J., Nelson, C.P., Wright, B.J., Balmforth, A.J., Ball, S.G., Loehr, L.R., Rosamond, W.D., Benjamin, E., Haritunians, T., Couper, D., Murabito, J., Wang, Y.A., Stricker, B.H., Chang, P.P., Willerson, J.T., Felix, S.B., Watzinger, N., Aragam, J., Zweiker, R., Lind, L., Rodeheffer, R.J., Greiser, K.H., Deckers, J.W., Stritzke, J., Ingelsson, E., Kullo, I., Haerting, J., Reffelmann, T., Redfield, M.M., Werdan, K., Mitchell, G.F., Arnett, D.K., Gottdiener, J.S., Blettner, M., Friedrich, N., Kovacs, P., Wild, P.S., Froguel, P., Rettig, R., Mägi, R., Biffar, R., Schmidt, R., Middelberg, R.P.S., Carroll, R.J., Penninx, B.W., Scott, R.J., Katz, R., Sedaghat, S., Wild, S.H., Kardia, S.L.R., Ulivi, S., Hwang, S.-J., Enroth, S., Kloiber, S., 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Boer, I.H., Böger, C.A., Goessling, W., Chasman, D.I., Köttgen, A., Kao, W.H.L., and Fox, C.S.
- Abstract
Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways. © 2016, Nature Publishing Group. All rights reserved.
- Published
- 2016
34. A principal component meta-analysis on multiple anthropometric traits identifies novel loci for body shape
- Author
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Ried, J. S. (Janina S.), Jeff, J. M. (Janina M.), Chu, A. Y. (Audrey Y.), Bragg-Gresham, J. L. (Jennifer L.), van Dongen, J. (Jenny), Huffman, J. E. (Jennifer E.), Ahluwalia, T. S. (Tarunveer S.), Cadby, G. (Gemma), Eklund, N. (Niina), Eriksson, J. (Joel), Esko, T. (Tonu), Feitosa, M. F. (Mary F.), Goel, A. (Anuj), Gorski, M. (Mathias), Hayward, C. (Caroline), Heard-Costa, N. L. (Nancy L.), Jackson, A. U. (Anne U.), Jokinen, E. (Eero), Kanoni, S. (Stavroula), Kristiansson, K. (Kati), Kutalik, Z. (Zoltan), Lahti, J. (Jari), Luan, J. (Jian'an), Maegi, R. (Reedik), Mahajan, A. (Anubha), Mangino, M. (Massimo), Medina-Gomez, C. (Carolina), Monda, K. L. (Keri L.), Nolte, I. M. (Ilja M.), Perusse, L. (Louis), Prokopenko, I. (Inga), Qi, L. (Lu), Rose, L. M. (Lynda M.), Salvi, E. (Erika), Smith, M. T. (Megan T.), Snieder, H. (Harold), Stancakova, A. (Alena), Sung, Y. J. (Yun Ju), Tachmazidou, I. (Ioanna), Teumer, A. (Alexander), Thorleifsson, G. (Gudmar), van der Harst, P. (Pim), Walker, R. W. (Ryan W.), Wang, S. R. (Sophie R.), Wild, S. H. (Sarah H.), Willems, S. M. (Sara M.), Wong, A. (Andrew), Zhang, W. (Weihua), Albrecht, E. (Eva), Alves, A. C. (Alexessander Couto), Bakker, S. J. (Stephan J. L.), Barlassina, C. (Cristina), Bartz, T. M. (Traci M.), Beilby, J. (John), Bellis, C. (Claire), Bergman, R. N. (Richard N.), Bergmann, S. (Sven), Blangero, J. (John), Blueher, M. (Matthias), Boerwinkle, E. (Eric), Bonnycastle, L. L. (Lori L.), Bornstein, S. R. (Stefan R.), Bruinenberg, M. (Marcel), Campbell, H. (Harry), Chen, Y. I. (Yii-Der Ida), Chiang, C. W. (Charleston W. K.), Chines, P. S. (Peter S.), Collins, F. S. (Francis S.), Cucca, F. (Fracensco), Cupples, L. A. (L. Adrienne), D'Avila, F. (Francesca), de Geus, E. J. (Eco J. C.), Dedoussis, G. (George), Dimitriou, M. (Maria), Doering, A. (Angela), Eriksson, J. G. (Johan G.), Farmaki, A.-E. (Aliki-Eleni), Farrall, M. (Martin), Ferreira, T. (Teresa), Fischer, K. (Krista), Forouhi, N. G. (Nita G.), Friedrich, N. (Nele), Gjesing, A. P. (Anette Prior), Glorioso, N. (Nicola), Graff, M. (Mariaelisa), Grallert, H. (Harald), Grarup, N. (Niels), Graessler, J. (Juergen), Grewal, J. (Jagvir), Hamsten, A. (Anders), Harder, M. N. (Marie Neergaard), Hartman, C. A. (Catharina A.), Hassinen, M. (Maija), Hastie, N. (Nicholas), Hattersley, A. T. (Andrew Tym), Havulinna, A. S. (Aki S.), Heliovaara, M. (Markku), Hillege, H. (Hans), Hofman, A. (Albert), Holmen, O. (Oddgeir), Homuth, G. (Georg), Hottenga, J.-J. (Jouke-Jan), Hui, J. (Jennie), Husemoen, L. L. (Lise Lotte), Hysi, P. G. (Pirro G.), Isaacs, A. (Aaron), Ittermann, T. (Till), Jalilzadeh, S. (Shapour), James, A. L. (Alan L.), Jorgensen, T. (Torben), Jousilahti, P. (Pekka), Jula, A. (Antti), Justesen, J. M. (Johanne Marie), Justice, A. E. (Anne E.), Kahonen, M. (Mika), Karaleftheri, M. (Maria), Khaw, K. T. (Kay Tee), Keinänen-Kiukaanniemi, S. M. (Sirkka M.), Kinnunen, L. (Leena), Knekt, P. B. (Paul B.), Koistinen, H. A. (Heikki A.), Kolcic, I. (Ivana), Kooner, I. K. (Ishminder K.), Koskinen, S. (Seppo), Kovacs, P. (Peter), Kyriakou, T. (Theodosios), Laitinen, T. (Tomi), Langenberg, C. (Claudia), Lewin, A. M. (Alexandra M.), Lichtner, P. (Peter), Lindgren, C. M. (Cecilia M.), Lindstrom, J. (Jaana), Linneberg, A. (Allan), Lorbeer, R. (Roberto), Lorentzon, M. (Mattias), Luben, R. (Robert), Lyssenko, V. (Valeriya), Mannisto, S. (Satu), Manunta, P. (Paolo), Leach, I. M. (Irene Mateo), McArdle, W. L. (Wendy L.), Mcknight, B. (Barbara), Mohlke, K. L. (Karen L.), Mihailov, E. (Evelin), Milani, L. (Lili), Mills, R. (Rebecca), Montasser, M. E. (May E.), Morris, A. P. (Andrew P.), Mueller, G. (Gabriele), Musk, A. W. (Arthur W.), Narisu, N. (Narisu), Ong, K. K. (Ken K.), Oostra, B. A. (Ben A.), Osmond, C. (Clive), Palotie, A. (Aarno), Pankow, J. S. (James S.), Paternoster, L. (Lavinia), Penninx, B. W. (Brenda W.), Pichler, I. (Irene), Pilia, M. G. (Maria G.), Polasek, O. (Ozren), Pramstaller, P. P. (Peter P.), Raitakari, O. T. 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- Abstract
Large consortia have revealed hundreds of genetic loci associated with anthropometric traits, one trait at a time. We examined whether genetic variants affect body shape as a composite phenotype that is represented by a combination of anthropometric traits. We developed an approach that calculates averaged PCs (AvPCs) representing body shape derived from six anthropometric traits (body mass index, height, weight, waist and hip circumference, waist-to-hip ratio). The first four AvPCs explain >99% of the variability, are heritable, and associate with cardiometabolic outcomes. We performed genome-wide association analyses for each body shape composite phenotype across 65 studies and meta-analysed summary statistics. We identify six novel loci: LEMD2 and CD47 for AvPC1, RPS6KA5/C14orf159 and GANAB for AvPC3, and ARL15 and ANP32 for AvPC4. Our findings highlight the value of using multiple traits to define complex phenotypes for discovery, which are not captured by single-trait analyses, and may shed light onto new pathways.
- Published
- 2016
35. Preliminary meta-analysis for BMI in NHLBI FBPP study
- Author
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Wu, X., Cooper, R., Zhu, X., Weder, A., Borecki, I., Bray, M., Hanis, C., Lewis, B., Risch, N., and Savage, P.
- Subjects
Human genetics -- Research ,Body mass index -- Research ,Obesity -- Genetic aspects ,Ethnic groups -- Health aspects ,Biological sciences - Published
- 2001
36. Multi-ethnic fine-mapping of 14 central adiposity loci
- Author
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Buchkovich, M. L., North, K. E., Winkler, T. W., Fox, C. S., Borecki, I. B., Heid, I. M., Mohlke, K. L., Liu, C.-T., and Adrienne Cupples, L.
- Abstract
The Genetic Investigation of Anthropometric Traits (GIANT) consortium identified 14 loci in European Ancestry (EA) individuals associated with waist-to-hip ratio (WHR) adjusted for body mass index. These loci are wide and narrowing the signals remains necessary. Twelve of 14 loci identified in GIANT EA samples retained strong associations with WHR in our joint EA/individuals of African Ancestry (AA) analysis (log-Bayes factor >6.1). Trans-ethnic analyses at five loci (TBX15-WARS2, LYPLAL1, ADAMTS9, LY86 and ITPR2-SSPN) substantially narrowed the signals to smaller sets of variants, some of which are in regions that have evidence of regulatory activity. By leveraging varying linkage disequilibrium structures across different populations, single-nucleotide polymorphisms (SNPs) with strong signals and narrower credible sets from trans-ethnic meta-analysis of central obesity provide more precise localizations of potential functional variants and suggest a possible regulatory role. Meta-analysis results for WHR were obtained from 77 167 EA participants from GIANT and 23 564 AA participants from the African Ancestry Anthropometry Genetics Consortium. For fine mapping we interrogated SNPs within ±250 kb flanking regions of 14 previously reported index SNPs from loci discovered in EA populations by performing trans-ethnic meta-analysis of results from the EA and AA meta-analyses. We applied a Bayesian approach that leverages allelic heterogeneity across populations to combine meta-analysis results and aids in fine-mapping shared variants at these locations. We annotated variants using information from the ENCODE Consortium and Roadmap Epigenomics Project to prioritize variants for possible functionality.
- Published
- 2014
- Full Text
- View/download PDF
37. New genetic loci link adipose and insulin biology to body fat distribution.
- Author
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ADIPOGen Consortium, CARDIOGRAMplusC4D Consortium, CKDGen Consortium, GEFOS Consortium, GENIE Consortium, International Endogene Consortium, LifeLines Cohort Study, MAGIC Investigators, MuTHER Consortium, PAGE Consortium, ReproGen Consortium, GLGC, ICBP, Dastani, Z., Hivert, MF., Timpson, N., Perry, JR., Yuan, X., Scott, RA., Henneman, P., Heid, IM., Kizer, JR., Lyytikainen, LP., Fuchsberger, C., Tanaka, T., Morris, AP., Small, K., Isaacs, A., Beekman, M., Coassin, S., Lohman, K., Qi, L., Kanoni, S., Pankow, JS., Uh, HW., Wu, Y., Bidulescu, A., Rasmussen-Torvik, LJ., Greenwood, CM., Ladouceur, M., Grimsby, J., Manning, AK., Liu, CT., Kooner, J., Mooser, VE., Vollenweider, P., Kapur, KA., Chambers, J., Wareham, NJ., Langenberg, C., Frants, R., Willemsvan-vanDijk, K., Oostra, BA., Willems, SM., Lamina, C., Winkler, T., Psaty, BM., Tracy, RP., Brody, J., Chen, I., Viikari, J., Kähönen, M., Pramstaller, PP., Evans, DM., St Pourcain, B., Sattar, N., Wood, A., Bandinelli, S., Carlson, OD., 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- 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
38. Biological interpretation of genome-wide association studies using predicted gene functions
- Author
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Pers, T, Karjalainen, J, Chan, Y, Westra, H, Wood, A, Yang, J, Lui, J, Vedantam, S, Gustafsson, S, Esko, T, Frayling, T, Speliotes, E, Boehnke, M, Raychaudhuri, S, Fehrmann, R, Hirschhorn, J, Franke, L, Chu, A, Estrada, K, Luan, J, Kutalik, Z, Amin, N, Buchkovich, M, Croteau Chonka, D, Day, F, Duan, Y, Fall, T, Ferreira, T, Jackson, A, Lo, K, Locke, A, Mägi, R, Mihailov, E, Porcu, E, Randall, J, Scherag, A, Vinkhuyzen, A, Winkler, T, Workalemahu, T, Zhao, J, Absher, D, Albrecht, E, Anderson, D, Baron, J, Beekman, M, Demirkan, A, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Fraser, R, Goel, A, Gong, J, Justice, E, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Mangino, M, Mateo Leach, I, Medina Gomez, C, Nalls, M, Nyholt, D, Palmer, C, Pasko, D, Pechlivanis, S, Prokopenko, I, Ried, J, Ripke, S, Shungin, D, Stancáková, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, van der Laan, S, van Setten, J, Van Vliet Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Afzal, U, 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Willenborg C, Wilsgaard T, Wojczynski MK, Wong A, Wright AF, Zhang Q, Arveiler D, Bakker SJ, Beilby J, Bergman RN, Bergmann S, Biffar R, Blangero J, Boomsma I, Bornstein SR, Bovet P, BRAMBILLA, PAOLO, Brown MJ, Campbell H, Caulfield MJ, Chakravarti A, Collins R, Collins FS, Crawford DC, Cupples LA, Danesh J, de Faire U, den Ruijter HM, Erbel R, Erdmann J, Eriksson JG, Farrall M, Ferrannini E, Ferrières J, Ford I, Forouhi NG, Forrester T, Gansevoort RT, Gejman PV, Gieger C, Golay A, Gottesman O, Gudnason V, Gyllensten U, Haas DW, Hall AS, Harris TB, Hattersley AT, Heath AC, Hengstenberg C, Hicks AA, Hindorff LA, Hingorani AD, Hofman A, Hovingh GK, Humphries SE, Hunt SC, Hypponen E, Jacobs KB, Jarvelin MR, Jousilahti P, Jula AM, Kaprio J, Kastelein JJ, Kayser M, Kee F, Keinanen Kiukaanniemi SM, Kiemeney LA, Kooner JS, Kooperberg C, Koskinen S, Kovacs P, Kraja AT, Kumari M, Kuusisto J, Lakka TA, Langenberg C, Le Marchand L, Lehtimäki T, Lupoli S, Madden PA, Männistö S, Manunta P, Marette A, Matise TC, McKnight B, Meitinger T, Moll FL, Montgomery GW, Morris AD, Morris AP, Murray JC, Nelis M, Ohlsson C, Oldehinkel AJ, Ong KK, Ouwehand WH, Pasterkamp G, Peters A, Pramstaller PP, Price JF, Qi L, Raitakari OT, Rankinen T, Rao DC, Rice TK, Ritchie M, Rudan I, Salomaa V, Samani NJ, Saramies J, Sarzynski MA, Schwarz PE, Sebert S, Sever P, Shuldiner AR, Sinisalo J, Steinthorsdottir V, Stolk RP, Tardif JC, Tönjes A, Tremblay A, Tremoli E, Virtamo J, Vohl MC, Amouyel P, Asselbergs FW, Assimes TL, Bochud M, Boehm BO, Boerwinkle E, Bottinger EP, Bouchard C, Cauchi S, Chambers JC, Chanock SJ, Cooper RS, de Bakker PI, Dedoussis G, Ferrucci L, Franks PW, Froguel P, Groop LC, Haiman CA, Hamsten A, Hayes MG, Hui J, Hunter DJ, Hveem K, Jukema JW, Kaplan RC, Kivimaki M, Kuh D, Laakso M, Liu Y, Martin NG, März W, Melbye M, Moebus S, Munroe PB, Njølstad I, Oostra BA, Palmer CN, Pedersen NL, Perola M, Pérusse L, Peters U, Powell JE, Power C, Quertermous T, Rauramaa R, Reinmaa E, Ridker PM, Rivadeneira F, Rotter JI, Saaristo TE, Saleheen D, Schlessinger D, Slagboom PE, Snieder H, Spector TD, Strauch K, Stumvoll M, Tuomilehto J, Uusitupa M, van der Harst P, Völzke H, Walker M, Wareham NJ, Watkins H, Wichmann HE, Wilson JF, Zanen P, Deloukas P, Heid IM, Lindgren CM, Mohlke KL, Thorsteinsdottir U, Barroso I, Fox CS, North KE, Strachan DP, Beckmann JS, Berndt SI, Borecki IB, McCarthy MI, Metspalu A, Stefansson K, Uitterlinden AG, van Duijn CM, Willer CJ, Price AL, Lettre G, Loos RJ, Weedon MN, Ingelsson E, O'Connell JR, Abecasis GR, Chasman DI, Goddard ME, Visscher PM, Frayling T.M., Pers, T, Karjalainen, J, Chan, Y, Westra, H, Wood, A, Yang, J, Lui, J, Vedantam, S, Gustafsson, S, Esko, T, Frayling, T, Speliotes, E, Boehnke, M, Raychaudhuri, S, Fehrmann, R, Hirschhorn, J, Franke, L, Chu, A, Estrada, K, Luan, J, Kutalik, Z, Amin, N, Buchkovich, M, Croteau Chonka, D, Day, F, Duan, Y, Fall, T, Ferreira, T, Jackson, A, Lo, K, Locke, A, Mägi, R, Mihailov, E, Porcu, E, Randall, J, Scherag, A, Vinkhuyzen, A, Winkler, T, Workalemahu, T, Zhao, J, Absher, D, Albrecht, E, Anderson, D, Baron, J, Beekman, M, Demirkan, A, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Fraser, R, Goel, A, Gong, J, Justice, E, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Mangino, M, Mateo Leach, I, Medina Gomez, C, Nalls, M, Nyholt, D, Palmer, C, Pasko, D, Pechlivanis, S, Prokopenko, I, Ried, J, Ripke, S, Shungin, D, Stancáková, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, van der Laan, S, van Setten, J, Van Vliet Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Afzal, U, Ärnlöv, J, Arscott, G, Bandinelli, S, Barrett, A, Bellis, C, Bennett, A, Berne, C, Blüher, M, Bolton, J, Böttcher, Y, Boyd, H, Bruinenberg, M, Buckley, B, Buyske, S, Caspersen, I, Chines, P, Clarke, R, Claudi Boehm, S, Cooper, M, Daw, E, De Jong, A, Deelen, J, Delgado, G, Denny, J, Dhonukshe Rutten, R, Dimitriou, M, Doney, A, Dörr, M, Eklund, N, Eury, E, Folkersen, L, Garcia, M, Geller, F, Giedraitis, V, Go, A, Grallert, H, Grammer, T, Gräßler, J, Grönberg, H, de Groot, L, Groves, C, Haessler, J, Haller, T, Hallmans, G, Hannemann, A, Hartman, C, Hassinen, M, Hayward, C, Heard Costa, N, Helmer, Q, Hemani, G, Henders, A, Hillege, H, Hlatky, M, Hoffmann, W, Hoffmann, P, Holmen, O, Houwing Duistermaat, J, Illig, T, Isaacs, A, James, A, Jeff, J, Johansen, B, Johansson, Å, Jolley, J, Juliusdottir, T, Junttila, J, Kho, A, Kinnunen, L, Klopp, N, Kocher, T, Kratzer, W, Lichtner, P, Lind, L, Lindström, J, Lobbens, S, Lorentzon, M, Lu, Y, Lyssenko, V, Magnusson, P, Mahajan, A, Maillard, M, Mcardle, W, Mckenzie, C, Mclachlan, S, Mclaren, P, Menni, C, Merger, S, Milani, L, Moayyeri, A, Monda, K, Morken, M, Müller, G, Müller Nurasyid, M, Musk, A, Narisu, N, Nauck, M, Nolte, I, Nöthen, M, Oozageer, L, Pilz, S, Rayner, N, Renstrom, F, Robertson, N, Rose, L, Roussel, R, Sanna, S, Scharnagl, H, Scholtens, S, Schumacher, F, Schunkert, H, Scott, R, Sehmi, J, Seufferlein, T, Shi, J, Silventoinen, K, Smit, J, Smith, A, Smolonska, J, Stanton, A, Stirrups, K, Stott, D, Stringham, H, Sundström, J, Swertz, M, Syvänen, A, Tayo, B, Thorleifsson, G, Tyrer, J, van Dijk, S, van Schoor, N, van der Velde, N, van Heemst, D, van Oort, F, Vermeulen, S, Verweij, N, Vonk, J, Waite, L, Waldenberger, M, Wennauer, R, Wilkens, L, Willenborg, C, Wilsgaard, T, Wojczynski, M, Wong, A, Wright, A, Zhang, Q, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Bergmann, S, Biffar, R, Blangero, J, Boomsma, I, Bornstein, S, Bovet, P, Brambilla, P, Brown, M, Campbell, H, Caulfield, M, Chakravarti, A, Collins, R, Collins, F, Crawford, D, Cupples, L, Danesh, J, de Faire, U, den Ruijter, H, Erbel, R, Erdmann, J, Eriksson, J, Farrall, M, Ferrannini, E, Ferrières, J, Ford, I, Forouhi, N, Forrester, T, Gansevoort, R, Gejman, P, Gieger, C, Golay, A, Gottesman, O, Gudnason, V, Gyllensten, U, Haas, D, Hall, A, Harris, T, Hattersley, A, Heath, A, Hengstenberg, C, Hicks, A, Hindorff, L, Hingorani, A, Hofman, A, Hovingh, G, Humphries, S, Hunt, S, Hypponen, E, Jacobs, K, Jarvelin, M, Jousilahti, P, Jula, A, Kaprio, J, Kastelein, J, Kayser, M, Kee, F, Keinanen Kiukaanniemi, S, Kiemeney, L, Kooner, J, Kooperberg, C, Koskinen, S, Kovacs, P, Kraja, A, Kumari, M, Kuusisto, J, Lakka, T, Langenberg, C, Le Marchand, L, Lehtimäki, T, Lupoli, S, Madden, P, Männistö, S, Manunta, P, Marette, A, Matise, T, Mcknight, B, Meitinger, T, Moll, F, Montgomery, G, Morris, A, Murray, J, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Ouwehand, W, Pasterkamp, G, Peters, A, Pramstaller, P, Price, J, Qi, L, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schwarz, P, Sebert, S, Sever, P, Shuldiner, A, Sinisalo, J, Steinthorsdottir, V, Stolk, R, Tardif, J, Tönjes, A, Tremblay, A, Tremoli, E, Virtamo, J, Vohl, M, Amouyel, P, Asselbergs, F, Assimes, T, Bochud, M, Boehm, B, Boerwinkle, E, Bottinger, E, Bouchard, C, Cauchi, S, Chambers, J, Chanock, S, Cooper, R, de Bakker, P, Dedoussis, G, Ferrucci, L, Franks, P, Froguel, P, Groop, L, Haiman, C, Hamsten, A, Hayes, M, Hui, J, Hunter, D, Hveem, K, Jukema, J, Kaplan, R, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, Martin, N, März, W, Melbye, M, Moebus, S, Munroe, P, Njølstad, I, Oostra, B, Pedersen, N, Perola, M, Pérusse, L, Peters, U, Powell, J, Power, C, Quertermous, T, Rauramaa, R, Reinmaa, E, Ridker, P, Rivadeneira, F, Rotter, J, Saaristo, T, Saleheen, D, Schlessinger, D, Slagboom, P, Snieder, H, Spector, T, Strauch, K, Stumvoll, M, Tuomilehto, J, Uusitupa, M, van der Harst, P, Völzke, H, Walker, M, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Zanen, P, Deloukas, P, Heid, I, Lindgren, C, Mohlke, K, Thorsteinsdottir, U, Barroso, I, Fox, C, North, K, Strachan, D, Beckmann, J, Berndt, S, Borecki, I, Mccarthy, M, Metspalu, A, Stefansson, K, Uitterlinden, A, van Duijn, C, Willer, C, Price, A, Lettre, G, Loos, R, Weedon, M, Ingelsson, E, O'Connell, J, Abecasis, G, Chasman, D, Goddard, M, Visscher, P, Pers TH, Karjalainen JM, Chan Y, Westra HJ, Wood AR, Yang J, Lui JC, Vedantam S, Gustafsson S, Esko T, Frayling T, Speliotes EK, Boehnke M, Raychaudhuri S, Fehrmann RS, Hirschhorn JN, Franke L, Chu AY, Estrada K, Luan J, Kutalik Z, Amin N, Buchkovich ML, Croteau Chonka DC, Day FR, Duan Y, Fall T, Fehrmann R, Ferreira T, Jackson AU, Karjalainen J, Lo KS, Locke AE, Mägi R, Mihailov E, Porcu E, Randall JC, Scherag A, Vinkhuyzen AA, Winkler TW, Workalemahu T, Zhao JH, Absher D, Albrecht E, Anderson D, Baron J, Beekman M, Demirkan A, Ehret GB, Feenstra B, Feitosa MF, Fischer K, Fraser RM, Goel A, Gong J, Justice E, Kanoni S, Kleber ME, Kristiansson K, Lim U, Lotay V, Mangino M, Mateo Leach I, Medina Gomez C, Nalls MA, Nyholt DR, Palmer CD, Pasko D, Pechlivanis S, Prokopenko I, Ried JS, Ripke S, Shungin D, Stancáková A, Strawbridge RJ, Sung YJ, Tanaka T, Teumer A, Trompet S, van der Laan SW, van Setten J, Van Vliet Ostaptchouk JV, Wang Z, Yengo L, Zhang W, Afzal U, Ärnlöv J, Arscott GM, Bandinelli S, Barrett A, Bellis C, Bennett AJ, Berne C, Blüher M, Bolton JL, Böttcher Y, Boyd HA, Bruinenberg M, Buckley BM, Buyske S, Caspersen IH, Chines PS, Clarke R, Claudi Boehm S, Cooper M, Daw EW, De Jong A, Deelen J, Delgado G, Denny JC, Dhonukshe Rutten R, Dimitriou M, Doney AS, Dörr M, Eklund N, Eury E, Folkersen L, Garcia ME, Geller F, Giedraitis V, Go AS, Grallert H, Grammer TB, Gräßler J, Grönberg H, de Groot LC, Groves CJ, Haessler J, Haller T, Hallmans G, Hannemann A, Hartman CA, Hassinen M, Hayward C, Heard Costa NL, Helmer Q, Hemani G, Henders AK, Hillege HL, Hlatky MA, Hoffmann W, Hoffmann P, Holmen O, Houwing Duistermaat JJ, Illig T, Isaacs A, James AL, Jeff J, Johansen B, Johansson Å, Jolley J, Juliusdottir T, Junttila J, Kho AN, Kinnunen L, Klopp N, Kocher T, Kratzer W, Lichtner P, Lind L, Lindström J, Lobbens S, Lorentzon M, Lu Y, Lyssenko V, Magnusson PK, Mahajan A, Maillard M, McArdle WL, McKenzie CA, McLachlan S, McLaren PJ, Menni C, Merger S, Milani L, Moayyeri A, Monda KL, Morken MA, Müller G, Müller Nurasyid M, Musk AW, Narisu N, Nauck M, Nolte IM, Nöthen MM, Oozageer L, Pilz S, Rayner NW, Renstrom F, Robertson NR, Rose LM, Roussel R, Sanna S, Scharnagl H, Scholtens S, Schumacher FR, Schunkert H, Scott RA, Sehmi J, Seufferlein T, Shi J, Silventoinen K, Smit JH, Smith AV, Smolonska J, Stanton AV, Stirrups K, Stott DJ, Stringham HM, Sundström J, Swertz MA, Syvänen AC, Tayo BO, Thorleifsson G, Tyrer JP, van Dijk S, van Schoor NM, van der Velde N, van Heemst D, van Oort FV, Vermeulen SH, Verweij N, Vonk JM, Waite LL, Waldenberger M, Wennauer R, Wilkens LR, Willenborg C, Wilsgaard T, Wojczynski MK, Wong A, Wright AF, Zhang Q, Arveiler D, Bakker SJ, Beilby J, Bergman RN, Bergmann S, Biffar R, Blangero J, Boomsma I, Bornstein SR, Bovet P, BRAMBILLA, PAOLO, Brown MJ, Campbell H, Caulfield MJ, Chakravarti A, Collins R, Collins FS, Crawford DC, Cupples LA, Danesh J, de Faire U, den Ruijter HM, Erbel R, Erdmann J, Eriksson JG, Farrall M, Ferrannini E, Ferrières J, Ford I, Forouhi NG, Forrester T, Gansevoort RT, Gejman PV, Gieger C, Golay A, Gottesman O, Gudnason V, Gyllensten U, Haas DW, Hall AS, Harris TB, Hattersley AT, Heath AC, Hengstenberg C, Hicks AA, Hindorff LA, Hingorani AD, Hofman A, Hovingh GK, Humphries SE, Hunt SC, Hypponen E, Jacobs KB, Jarvelin MR, Jousilahti P, Jula AM, Kaprio J, Kastelein JJ, Kayser M, Kee F, Keinanen Kiukaanniemi SM, Kiemeney LA, Kooner JS, Kooperberg C, Koskinen S, Kovacs P, Kraja AT, Kumari M, Kuusisto J, Lakka TA, Langenberg C, Le Marchand L, Lehtimäki T, Lupoli S, Madden PA, Männistö S, Manunta P, Marette A, Matise TC, McKnight B, Meitinger T, Moll FL, Montgomery GW, Morris AD, Morris AP, Murray JC, Nelis M, Ohlsson C, Oldehinkel AJ, Ong KK, Ouwehand WH, Pasterkamp G, Peters A, Pramstaller PP, Price JF, Qi L, Raitakari OT, Rankinen T, Rao DC, Rice TK, Ritchie M, Rudan I, Salomaa V, Samani NJ, Saramies J, Sarzynski MA, Schwarz PE, Sebert S, Sever P, Shuldiner AR, Sinisalo J, Steinthorsdottir V, Stolk RP, Tardif JC, Tönjes A, Tremblay A, Tremoli E, Virtamo J, Vohl MC, Amouyel P, Asselbergs FW, Assimes TL, Bochud M, Boehm BO, Boerwinkle E, Bottinger EP, Bouchard C, Cauchi S, Chambers JC, Chanock SJ, Cooper RS, de Bakker PI, Dedoussis G, Ferrucci L, Franks PW, Froguel P, Groop LC, Haiman CA, Hamsten A, Hayes MG, Hui J, Hunter DJ, Hveem K, Jukema JW, Kaplan RC, Kivimaki M, Kuh D, Laakso M, Liu Y, Martin NG, März W, Melbye M, Moebus S, Munroe PB, Njølstad I, Oostra BA, Palmer CN, Pedersen NL, Perola M, Pérusse L, Peters U, Powell JE, Power C, Quertermous T, Rauramaa R, Reinmaa E, Ridker PM, Rivadeneira F, Rotter JI, Saaristo TE, Saleheen D, Schlessinger D, Slagboom PE, Snieder H, Spector TD, Strauch K, Stumvoll M, Tuomilehto J, Uusitupa M, van der Harst P, Völzke H, Walker M, Wareham NJ, Watkins H, Wichmann HE, Wilson JF, Zanen P, Deloukas P, Heid IM, Lindgren CM, Mohlke KL, Thorsteinsdottir U, Barroso I, Fox CS, North KE, Strachan DP, Beckmann JS, Berndt SI, Borecki IB, McCarthy MI, Metspalu A, Stefansson K, Uitterlinden AG, van Duijn CM, Willer CJ, Price AL, Lettre G, Loos RJ, Weedon MN, Ingelsson E, O'Connell JR, Abecasis GR, Chasman DI, Goddard ME, Visscher PM, and Frayling T.M.
- Abstract
The main challenge for gaining biological insights from genetic associations is identifying which genes and pathways explain the associations. Here we present DEPICT, an integrative tool that employs predicted gene functions to systematically prioritize the most likely causal genes at associated loci, highlight enriched pathways and identify tissues/cell types where genes from associated loci are highly expressed. DEPICT is not limited to genes with established functions and prioritizes relevant gene sets for many phenotypes.
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- 2015
39. A family study of dermatoglyphic traits in India. Resolution of genetic and environmental effects for manus, pes and total pattern ridge counts in man
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Mathew, S, Vijayakumar, M, Borecki, I B, Malhotra, K C, D Poosha, V R, and Rao, D C
- Published
- 1987
- Full Text
- View/download PDF
40. Linkage analysis of the human insulin receptor gene and maturity onset diabetes of the young
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Elbein, S. C., Borecki, I., Corsetti, L., Fajans, S. S., Hansen, A. T., Nerup, J., Province, M., and Permutt, M. A.
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- 1987
- Full Text
- View/download PDF
41. To Stratify Or Not To Stratify: What Can Be Learned From Power Considerations And A Practical Genome-Wide Search On Sex-Difference In The GIANT Consortium
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Heid, I, Winkler, T, Randall, J, Behrens, G, Kutalik, Z, Berndt, S, Jackson, A, Kilpelainen, T, Monda, K, Qi, L, Workalemahu, T, Czajkowski, J, Day, F, Esko, T, Feitosa, M, Magi, R, Mathieson, I, Steinthorsdottir, V, Thorleifsson, G, Borecki, I, Loos, R, North, K, and Lindgren, C
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- 2012
42. A bivariate genome-wide approach to metabolic syndrome: STAMPEED consortium
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Kraja, A. T., Vaidya, D., Pankow, J. S., Goodarzi, M. O., Assimes, T. L., Kullo, I. J., Sovio, U., Mathias, R. A., Sun, Y. V., Franceschini, N., Absher, D., Li, G., Zhang, Q., Feitosa, M. F., Glazer, N. L., Haritunians, T., Hartikainen, A.-L., Knowles, J. W., North, K. E., Iribarren, C., Kral, B., Yanek, L., O'Reilly, P. F., McCarthy, M. I., Jaquish, C., Couper, D. J., Chakravarti, A., Psaty, B. M., Becker, L. C., Province, M. A., Boerwinkle, E., Quertermous, T., Palotie, L., Jarvelin, M.-R., Becker, D. M., Kardia, S. L. R., Rotter, J. I., Chen, Y.-D. I., Borecki, I. B., and Medical Research Council (MRC)
- Subjects
Adult ,Male ,Genotype ,BLOOD-PRESSURE ,HEART-DISEASE ,Cardiovascular ,Polymorphism, Single Nucleotide ,Medical and Health Sciences ,Endocrinology & Metabolism ,Meta-Analysis as Topic ,Clinical Research ,Genetics ,Humans ,2.1 Biological and endogenous factors ,Genetic Predisposition to Disease ,Obesity ,Polymorphism ,Aetiology ,11 Medical and Health Sciences ,Metabolic and endocrine ,Aged ,Nutrition ,Metabolic Syndrome ,INSULIN-RESISTANCE ,HDL CHOLESTEROL ,Science & Technology ,Human Genome ,Diabetes ,Single Nucleotide ,Middle Aged ,APOLIPOPROTEIN A5 ,FASTING PLASMA-GLUCOSE ,Phenotype ,DENSITY-LIPOPROTEIN CHOLESTEROL ,CORONARY-ARTERY-DISEASE ,Female ,TYPE-2 DIABETES RISK ,Life Sciences & Biomedicine ,MEXICAN-AMERICANS ,Genome-Wide Association Study - Abstract
OBJECTIVE The metabolic syndrome (MetS) is defined as concomitant disorders of lipid and glucose metabolism, central obesity, and high blood pressure, with an increased risk of type 2 diabetes and cardiovascular disease. This study tests whether common genetic variants with pleiotropic effects account for some of the correlated architecture among five metabolic phenotypes that define MetS. RESEARCH DESIGN AND METHODS Seven studies of the STAMPEED consortium, comprising 22,161 participants of European ancestry, underwent genome-wide association analyses of metabolic traits using a panel of ∼2.5 million imputed single nucleotide polymorphisms (SNPs). Phenotypes were defined by the National Cholesterol Education Program (NCEP) criteria for MetS in pairwise combinations. Individuals exceeding the NCEP thresholds for both traits of a pair were considered affected. RESULTS Twenty-nine common variants were associated with MetS or a pair of traits. Variants in the genes LPL, CETP, APOA5 (and its cluster), GCKR (and its cluster), LIPC, TRIB1, LOC100128354/MTNR1B, ABCB11, and LOC100129150 were further tested for their association with individual qualitative and quantitative traits. None of the 16 top SNPs (one per gene) associated simultaneously with more than two individual traits. Of them 11 variants showed nominal associations with MetS per se. The effects of 16 top SNPs on the quantitative traits were relatively small, together explaining from ∼9% of the variance in triglycerides, 5.8% of high-density lipoprotein cholesterol, 3.6% of fasting glucose, and 1.4% of systolic blood pressure. CONCLUSIONS Qualitative and quantitative pleiotropic tests on pairs of traits indicate that a small portion of the covariation in these traits can be explained by the reported common genetic variants.
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- 2011
43. Total Zinc Intake May Modify the Glucose-Raising Effect of a Zinc Transporter (SLC30A8) Variant A 14-Cohort Meta-analysis
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Kanoni, S, Nettleton, J, Hivert, M, Ye, Z, van Rooij, F, Shungin, D, Sonestedt, E, Ngwa, J, Wojczynski, M, Lemaitre, R, Gustafsson, S, Anderson, J, Tanaka, T, Hindy, G, Saylor, G, Renstrom, F, Bennett, A, van Duijn, C, Florez, J, Fox, C, Hofman, A, Hoogeveen, R, Houston, D, Hu, F, Jacques, P, Johansson, I, Lind, L, Liu, Y, McKeown, N, Ordovas, J, Pankow, J, Sijbrands, E, Syvänen, A, Uitterlinden, A, Yannakoulia, M, Zillikens, M, Wareham, N, Prokopenko, I, Bandinelli, S, Forouhi, N, Cupples, L, Loos, R, Hallmans, G, Dupuis, J, Langenberg, C, Ferrucci, L, Kritchevsky, S, McCarthy, M, Ingelsson, E, Borecki, I, Witteman, J, Orho-Melander, M, Siscovick, D, Meigs, J, Franks, P, Dedoussis, G, Epidemiology, and Internal Medicine
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SDG 3 - Good Health and Well-being - Abstract
OBJECTIVE-Many genetic variants have been associated with glucose homeostasis and type 2 diabetes in genome-wide association studies. Zinc is an essential micronutrient that is important for beta-cell function and glucose homeostasis. We tested the hypothesis that zinc intake could influence the glucose-raising effect of specific variants. RESEARCH DESIGN AND METHODS-We conducted a 14-cohort meta-analysis to assess the interaction of 20 genetic variants known to be related to glycemic traits and zinc metabolism with dietary zinc intake (food sources) and a 5-cohort meta-analysis to assess the interaction with total zinc intake (food sources and supplements) on fasting glucose levels among individuals of European ancestry without diabetes. RESULTS-We observed a significant association of total zinc intake with lower fasting glucose levels (beta-coefficient +/- SE per 1 mg/day of zinc intake: -0.0012 +/- 0.0003 mmol/L, summary P value = 0.0003), while the association of dietary zinc intake was not significant. We identified a nominally significant interaction between total zinc intake and the SLC30A8 rs11558471 variant on fasting glucose levels (beta-coefficient +/- SE per A allele for 1 mg/day of greater total zinc intake: -0.0017 +/- 0.0006 mmol/L, summary interaction P value = 0.005); this result suggests a stronger inverse association between total zinc intake and fasting glucose in individuals carrying the glucose-raising A allele compared with individuals who do not carry it. None of the other interaction tests were statistically significant. CONCLUSIONS Our results suggest that higher total zinc intake may attenuate the glucose-raising effect of the rs11558471 SLC30A8 (zinc transporter) variant. Our findings also support evidence for the association of higher total zinc intake with lower fasting glucose levels. Diabetes 60:2407-2416, 2011
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- 2011
44. Rare, low frequency and common coding variants in CHRNA5 and their contribution to nicotine dependence in European and African Americans
- Author
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Olfson, E, primary, Saccone, N L, additional, Johnson, E O, additional, Chen, L-S, additional, Culverhouse, R, additional, Doheny, K, additional, Foltz, S M, additional, Fox, L, additional, Gogarten, S M, additional, Hartz, S, additional, Hetrick, K, additional, Laurie, C C, additional, Marosy, B, additional, Amin, N, additional, Arnett, D, additional, Barr, R G, additional, Bartz, T M, additional, Bertelsen, S, additional, Borecki, I B, additional, Brown, M R, additional, Chasman, D I, additional, van Duijn, C M, additional, Feitosa, M F, additional, Fox, E R, additional, Franceschini, N, additional, Franco, O H, additional, Grove, M L, additional, Guo, X, additional, Hofman, A, additional, Kardia, S L R, additional, Morrison, A C, additional, Musani, S K, additional, Psaty, B M, additional, Rao, D C, additional, Reiner, A P, additional, Rice, K, additional, Ridker, P M, additional, Rose, L M, additional, Schick, U M, additional, Schwander, K, additional, Uitterlinden, A G, additional, Vojinovic, D, additional, Wang, J-C, additional, Ware, E B, additional, Wilson, G, additional, Yao, J, additional, Zhao, W, additional, Breslau, N, additional, Hatsukami, D, additional, Stitzel, J A, additional, Rice, J, additional, Goate, A, additional, and Bierut, L J, additional
- Published
- 2015
- Full Text
- View/download PDF
45. Defining the role of common variation in the genomic and biological architecture of adult human height
- Author
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Wood, A, Esko, T, Yang, J, Vedantam, S, Pers, T, Gustafsson, S, Chu, A, Estrada, K, Luan, J, Kutalik, Z, Amin, N, Buchkovich, M, Croteau Chonka, D, Day, F, Duan, Y, Fall, T, Fehrmann, R, Ferreira, T, Jackson, A, Karjalainen, J, Lo, K, Locke, A, Mägi, R, Mihailov, E, Porcu, E, Randall, J, Scherag, A, Vinkhuyzen, A, Westra, H, Winkler, T, Workalemahu, T, Zhao, J, Absher, D, Albrecht, E, Anderson, D, Baron, J, Beekman, M, Demirkan, A, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Fraser, R, Goel, A, Gong, J, Justice, A, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Lui, J, Mangino, M, Leach, I, Medina Gomez, C, Nalls, M, Nyholt, D, Palmer, C, Pasko, D, Pechlivanis, S, Prokopenko, I, Ried, J, Ripke, S, Shungin, D, Stancáková, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, Van Der Laan, S, Van Setten, J, Van Vliet Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Afzal, U, Ärnlöv, J, Arscott, G, Bandinelli, S, Barrett, A, Bellis, C, Bennett, A, Berne, C, Blüher, M, Bolton, J, Böttcher, Y, Boyd, H, Bruinenberg, M, Buckley, B, Buyske, S, Caspersen, I, Chines, P, Clarke, R, Claudi Boehm, S, Cooper, M, Daw, E, De Jong, P, Deelen, J, Delgado, G, Denny, J, Dhonukshe Rutten, R, Dimitriou, M, Doney, A, Dörr, M, Eklund, N, Eury, E, Folkersen, L, Garcia, M, Geller, F, Giedraitis, V, Go, A, Grallert, H, Grammer, T, Gräßler, J, Grönberg, H, De Groot, L, Groves, C, Haessler, J, Hall, P, Haller, T, Hallmans, G, Hannemann, A, Hartman, C, Hassinen, M, Hayward, C, Heard Costa, N, Helmer, Q, Hemani, G, Henders, A, Hillege, H, Hlatky, M, Hoffmann, W, Hoffmann, P, Holmen, O, Houwing Duistermaat, J, Illig, T, Isaacs, A, James, A, Jeff, J, Johansen, B, Johansson, Å, Jolley, J, Juliusdottir, T, Junttila, J, Kho, A, Kinnunen, L, Klopp, N, Kocher, T, Kratzer, W, Lichtner, P, Lind, L, Lindström, J, Lobbens, S, Lorentzon, M, Lu, Y, Lyssenko, V, Magnusson, P, Mahajan, A, Maillard, M, Mcardle, W, Mckenzie, C, Mclachlan, S, Mclaren, P, Menni, C, Merger, S, Milani, L, Moayyeri, A, Monda, K, Morken, M, Müller, G, Müller Nurasyid, M, Musk, A, Narisu, N, Nauck, M, Nolte, I, Nöthen, M, Oozageer, L, Pilz, S, Rayner, N, Renstrom, F, Robertson, N, Rose, L, Roussel, R, Sanna, S, Scharnagl, H, Scholtens, S, Schumacher, F, Schunkert, H, Scott, R, Sehmi, J, Seufferlein, T, Shi, J, Silventoinen, K, Smit, J, Smith, A, Smolonska, J, Stanton, A, Stirrups, K, Stott, D, Stringham, H, Sundström, J, Swertz, M, Syvänen, A, Tayo, B, Thorleifsson, G, Tyrer, J, Van Dijk, S, Van Schoor, N, Van Der Velde, N, Van Heemst, D, Van Oort, F, Vermeulen, S, Verweij, N, Vonk, J, Waite, L, Waldenberger, M, Wennauer, R, Wilkens, L, Willenborg, C, Wilsgaard, T, Wojczynski, M, Wong, A, Wright, A, Zhang, Q, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Bergmann, S, Biffar, R, Blangero, J, Boomsma, D, Bornstein, S, Bovet, P, Brambilla, P, Brown, M, Campbell, H, Caulfield, M, Chakravarti, A, Collins, R, Collins, F, Crawford, D, Cupples, L, Danesh, J, De Faire, U, Den Ruijter, H, Erbel, R, Erdmann, J, Eriksson, J, Farrall, M, Ferrannini, E, Ferrières, J, Ford, I, Forouhi, N, Forrester, T, Gansevoort, R, Gejman, P, Gieger, C, Golay, A, Gottesman, O, Gudnason, V, Gyllensten, U, Haas, D, Hall, A, Harris, T, Hattersley, A, Heath, A, Hengstenberg, C, Hicks, A, Hindorff, L, Hingorani, A, Hofman, A, Hovingh, G, Humphries, S, Hunt, S, Hypponen, E, Jacobs, K, Jarvelin, M, Jousilahti, P, Jula, A, Kaprio, J, Kastelein, J, Kayser, M, Kee, F, Keinanen Kiukaanniemi, S, Kiemeney, L, Kooner, J, Kooperberg, C, Koskinen, S, Kovacs, P, Kraja, A, Kumari, M, Kuusisto, J, Lakka, T, Langenberg, C, Le Marchand, L, Lehtimäki, T, Lupoli, S, Madden, P, Männistö, S, Manunta, P, Marette, A, Matise, T, Mcknight, B, Meitinger, T, Moll, F, Montgomery, G, Morris, A, Murray, J, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Ouwehand, W, Pasterkamp, G, Peters, A, Pramstaller, P, Price, J, Qi, L, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schwarz, P, Sebert, S, Sever, P, Shuldiner, A, Sinisalo, J, Steinthorsdottir, V, Stolk, R, Tardif, J, Tönjes, A, Tremblay, A, Tremoli, E, Virtamo, J, Vohl, M, Amouyel, P, Asselbergs, F, Assimes, T, Bochud, M, Boehm, B, Boerwinkle, E, Bottinger, E, Bouchard, C, Cauchi, S, Chambers, J, Chanock, S, Cooper, R, De Bakker, P, Dedoussis, G, Ferrucci, L, Franks, P, Froguel, P, Groop, L, Haiman, C, Hamsten, A, Hayes, M, Hui, J, Hunter, D, Hveem, K, Jukema, J, Kaplan, R, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, Martin, N, März, W, Melbye, M, Moebus, S, Munroe, P, Njølstad, I, Oostra, B, Pedersen, N, Perola, M, Pérusse, L, Peters, U, Powell, J, Power, C, Quertermous, T, Rauramaa, R, Reinmaa, E, Ridker, P, Rivadeneira, F, Rotter, J, Saaristo, T, Saleheen, D, Schlessinger, D, Slagboom, P, Snieder, H, Spector, T, Strauch, K, Stumvoll, M, Tuomilehto, J, Uusitupa, M, Van Der Harst, P, Völzke, H, Walker, M, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Zanen, P, Deloukas, P, Heid, I, Lindgren, C, Mohlke, K, Speliotes, E, Thorsteinsdottir, U, Barroso, I, Fox, C, North, K, Strachan, D, Beckmann, J, Berndt, S, Boehnke, M, Borecki, I, Mccarthy, M, Metspalu, A, Stefansson, K, Uitterlinden, A, Van Duijn, C, Franke, L, Willer, C, Price, A, Lettre, G, Loos, R, Weedon, M, Ingelsson, E, O'Connell, J, Abecasis, G, Chasman, D, Goddard, M, Visscher, P, Hirschhorn, J, Frayling, T, Frayling, T., BRAMBILLA, PAOLO, Wood, A, Esko, T, Yang, J, Vedantam, S, Pers, T, Gustafsson, S, Chu, A, Estrada, K, Luan, J, Kutalik, Z, Amin, N, Buchkovich, M, Croteau Chonka, D, Day, F, Duan, Y, Fall, T, Fehrmann, R, Ferreira, T, Jackson, A, Karjalainen, J, Lo, K, Locke, A, Mägi, R, Mihailov, E, Porcu, E, Randall, J, Scherag, A, Vinkhuyzen, A, Westra, H, Winkler, T, Workalemahu, T, Zhao, J, Absher, D, Albrecht, E, Anderson, D, Baron, J, Beekman, M, Demirkan, A, Ehret, G, Feenstra, B, Feitosa, M, Fischer, K, Fraser, R, Goel, A, Gong, J, Justice, A, Kanoni, S, Kleber, M, Kristiansson, K, Lim, U, Lotay, V, Lui, J, Mangino, M, Leach, I, Medina Gomez, C, Nalls, M, Nyholt, D, Palmer, C, Pasko, D, Pechlivanis, S, Prokopenko, I, Ried, J, Ripke, S, Shungin, D, Stancáková, A, Strawbridge, R, Sung, Y, Tanaka, T, Teumer, A, Trompet, S, Van Der Laan, S, Van Setten, J, Van Vliet Ostaptchouk, J, Wang, Z, Yengo, L, Zhang, W, Afzal, U, Ärnlöv, J, Arscott, G, Bandinelli, S, Barrett, A, Bellis, C, Bennett, A, Berne, C, Blüher, M, Bolton, J, Böttcher, Y, Boyd, H, Bruinenberg, M, Buckley, B, Buyske, S, Caspersen, I, Chines, P, Clarke, R, Claudi Boehm, S, Cooper, M, Daw, E, De Jong, P, Deelen, J, Delgado, G, Denny, J, Dhonukshe Rutten, R, Dimitriou, M, Doney, A, Dörr, M, Eklund, N, Eury, E, Folkersen, L, Garcia, M, Geller, F, Giedraitis, V, Go, A, Grallert, H, Grammer, T, Gräßler, J, Grönberg, H, De Groot, L, Groves, C, Haessler, J, Hall, P, Haller, T, Hallmans, G, Hannemann, A, Hartman, C, Hassinen, M, Hayward, C, Heard Costa, N, Helmer, Q, Hemani, G, Henders, A, Hillege, H, Hlatky, M, Hoffmann, W, Hoffmann, P, Holmen, O, Houwing Duistermaat, J, Illig, T, Isaacs, A, James, A, Jeff, J, Johansen, B, Johansson, Å, Jolley, J, Juliusdottir, T, Junttila, J, Kho, A, Kinnunen, L, Klopp, N, Kocher, T, Kratzer, W, Lichtner, P, Lind, L, Lindström, J, Lobbens, S, Lorentzon, M, Lu, Y, Lyssenko, V, Magnusson, P, Mahajan, A, Maillard, M, Mcardle, W, Mckenzie, C, Mclachlan, S, Mclaren, P, Menni, C, Merger, S, Milani, L, Moayyeri, A, Monda, K, Morken, M, Müller, G, Müller Nurasyid, M, Musk, A, Narisu, N, Nauck, M, Nolte, I, Nöthen, M, Oozageer, L, Pilz, S, Rayner, N, Renstrom, F, Robertson, N, Rose, L, Roussel, R, Sanna, S, Scharnagl, H, Scholtens, S, Schumacher, F, Schunkert, H, Scott, R, Sehmi, J, Seufferlein, T, Shi, J, Silventoinen, K, Smit, J, Smith, A, Smolonska, J, Stanton, A, Stirrups, K, Stott, D, Stringham, H, Sundström, J, Swertz, M, Syvänen, A, Tayo, B, Thorleifsson, G, Tyrer, J, Van Dijk, S, Van Schoor, N, Van Der Velde, N, Van Heemst, D, Van Oort, F, Vermeulen, S, Verweij, N, Vonk, J, Waite, L, Waldenberger, M, Wennauer, R, Wilkens, L, Willenborg, C, Wilsgaard, T, Wojczynski, M, Wong, A, Wright, A, Zhang, Q, Arveiler, D, Bakker, S, Beilby, J, Bergman, R, Bergmann, S, Biffar, R, Blangero, J, Boomsma, D, Bornstein, S, Bovet, P, Brambilla, P, Brown, M, Campbell, H, Caulfield, M, Chakravarti, A, Collins, R, Collins, F, Crawford, D, Cupples, L, Danesh, J, De Faire, U, Den Ruijter, H, Erbel, R, Erdmann, J, Eriksson, J, Farrall, M, Ferrannini, E, Ferrières, J, Ford, I, Forouhi, N, Forrester, T, Gansevoort, R, Gejman, P, Gieger, C, Golay, A, Gottesman, O, Gudnason, V, Gyllensten, U, Haas, D, Hall, A, Harris, T, Hattersley, A, Heath, A, Hengstenberg, C, Hicks, A, Hindorff, L, Hingorani, A, Hofman, A, Hovingh, G, Humphries, S, Hunt, S, Hypponen, E, Jacobs, K, Jarvelin, M, Jousilahti, P, Jula, A, Kaprio, J, Kastelein, J, Kayser, M, Kee, F, Keinanen Kiukaanniemi, S, Kiemeney, L, Kooner, J, Kooperberg, C, Koskinen, S, Kovacs, P, Kraja, A, Kumari, M, Kuusisto, J, Lakka, T, Langenberg, C, Le Marchand, L, Lehtimäki, T, Lupoli, S, Madden, P, Männistö, S, Manunta, P, Marette, A, Matise, T, Mcknight, B, Meitinger, T, Moll, F, Montgomery, G, Morris, A, Murray, J, Nelis, M, Ohlsson, C, Oldehinkel, A, Ong, K, Ouwehand, W, Pasterkamp, G, Peters, A, Pramstaller, P, Price, J, Qi, L, Raitakari, O, Rankinen, T, Rao, D, Rice, T, Ritchie, M, Rudan, I, Salomaa, V, Samani, N, Saramies, J, Sarzynski, M, Schwarz, P, Sebert, S, Sever, P, Shuldiner, A, Sinisalo, J, Steinthorsdottir, V, Stolk, R, Tardif, J, Tönjes, A, Tremblay, A, Tremoli, E, Virtamo, J, Vohl, M, Amouyel, P, Asselbergs, F, Assimes, T, Bochud, M, Boehm, B, Boerwinkle, E, Bottinger, E, Bouchard, C, Cauchi, S, Chambers, J, Chanock, S, Cooper, R, De Bakker, P, Dedoussis, G, Ferrucci, L, Franks, P, Froguel, P, Groop, L, Haiman, C, Hamsten, A, Hayes, M, Hui, J, Hunter, D, Hveem, K, Jukema, J, Kaplan, R, Kivimaki, M, Kuh, D, Laakso, M, Liu, Y, Martin, N, März, W, Melbye, M, Moebus, S, Munroe, P, Njølstad, I, Oostra, B, Pedersen, N, Perola, M, Pérusse, L, Peters, U, Powell, J, Power, C, Quertermous, T, Rauramaa, R, Reinmaa, E, Ridker, P, Rivadeneira, F, Rotter, J, Saaristo, T, Saleheen, D, Schlessinger, D, Slagboom, P, Snieder, H, Spector, T, Strauch, K, Stumvoll, M, Tuomilehto, J, Uusitupa, M, Van Der Harst, P, Völzke, H, Walker, M, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Zanen, P, Deloukas, P, Heid, I, Lindgren, C, Mohlke, K, Speliotes, E, Thorsteinsdottir, U, Barroso, I, Fox, C, North, K, Strachan, D, Beckmann, J, Berndt, S, Boehnke, M, Borecki, I, Mccarthy, M, Metspalu, A, Stefansson, K, Uitterlinden, A, Van Duijn, C, Franke, L, Willer, C, Price, A, Lettre, G, Loos, R, Weedon, M, Ingelsson, E, O'Connell, J, Abecasis, G, Chasman, D, Goddard, M, Visscher, P, Hirschhorn, J, Frayling, T, Frayling, T., and BRAMBILLA, PAOLO
- Abstract
Using genome-wide data from 253,288 individuals, we identified 697 variants at genome-wide significance that together explained one-fifth of the heritability for adult height. By testing different numbers of variants in independent studies, we show that the most strongly associated 1/42,000, 1/43,700 and 1/49,500 SNPs explained 1/421%, 1/424% and 1/429% of phenotypic variance. Furthermore, all common variants together captured 60% of heritability. The 697 variants clustered in 423 loci were enriched for genes, pathways and tissue types known to be involved in growth and together implicated genes and pathways not highlighted in earlier efforts, such as signaling by fibroblast growth factors, WNT/I 2-catenin and chondroitin sulfate-related genes. We identified several genes and pathways not previously connected with human skeletal growth, including mTOR, osteoglycin and binding of hyaluronic acid. Our results indicate a genetic architecture for human height that is characterized by a very large but finite number (thousands) of causal variants.
- Published
- 2014
46. Quality control and conduct of genome-wide association meta-analyses
- Author
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Winkler, T, Day, F, Croteau Chonka, D, Wood, A, Locke, A, Mägi, R, Ferreira, T, Fall, T, Graff, M, Justice, A, Luan, J, Gustafsson, S, Randall, J, Vedantam, S, Workalemahu, T, Kilpeläinen, T, Scherag, A, Esko, T, Kutalik, Z, Heid, I, Loos, R, Abecasis, G, Absher, D, Alavere, H, Albrecht, E, Allen, H, Almgren, P, Amin, N, Amouyel, P, Anderson, D, Arnold, A, Arveiler, D, Aspelund, T, Asselbergs, F, Assimes, T, Atalay, M, Attwood, A, Atwood, L, Bakker, S, Balkau, B, Balmforth, A, Barlassina, C, Barroso, I, Basart, H, Bauer, S, Beckmann, J, Beilby, J, Bennett, A, Ben Shlomo, Y, Bergman, R, Bergmann, S, Berndt, S, Biffar, R, Di Blasio, A, Boehm, B, Boehnke, M, Boeing, H, Boerwinkle, E, Bolton, J, Bonnefond, A, Bonnycastle, L, Boomsma, D, Borecki, I, Bornstein, S, Bouatia Naji, N, Boucher, G, Bragg Gresham, J, Brambilla, P, Bruinenberg, M, Buchanan, T, Buechler, C, Cadby, G, Campbell, H, Caulfield, M, Cavalcanti Proença, C, Cesana, G, Chanock, S, Chasman, D, Chen, Y, Chines, P, Clegg, D, Coin, L, Collins, F, Connell, J, Cookson, W, Cooper, M, Cupples, L, Cusi, D, Day, I, Dedoussis, G, Dei, M, Deloukas, P, Dermitzakis, E, Dimas, A, Dimitriou, M, Dixon, A, Dörr, M, van Duijn, C, Ebrahim, S, Edkins, S, Eiriksdottir, G, Eisinger, K, Eklund, N, Elliott, P, Erbel, R, Erdmann, J, Erdos, M, Eriksson, J, Estrada, K, Evans, D, de Faire, U, Farrall, M, Feitosa, M, Ferrario, M, Ferrières, J, Fischer, K, Fisher, E, Fowkes, G, Fox, C, Franke, L, Franks, P, Fraser, R, Frau, F, Frayling, T, Freimer, N, Froguel, P, Fu, M, Gaget, S, Ganna, A, Gejman, P, Gentilini, D, Geus, E, Gieger, C, Gigante, B, Gjesing, A, Glazer, N, Goddard, M, Goel, A, Grallert, H, Gräßler, J, Grönberg, H, Groop, L, Groves, C, Gudnason, V, Guiducci, C, Gyllensten, U, Hall, A, Hall, P, Hallmans, G, Hamsten, A, Hansen, T, Haritunians, T, Harris, T, van der Harst, P, Hartikainen, A, Hassanali, N, Hattersley, A, Havulinna, A, Hayward, C, Heard Costa, N, Heath, A, Hebebrand, J, den Heijer, M, Hengstenberg, C, Herzig, K, Hicks, A, Hingorani, A, Hinney, A, Hirschhorn, J, Hofman, A, Holmes, C, Homuth, G, Hottenga, J, Hovingh, K, Hu, F, Hu, Y, Huffman, J, Hui, J, Huikuri, H, Humphries, S, Hung, J, Hunt, S, Hunter, D, Hveem, K, Hyppönen, E, Igl, W, Illig, T, Ingelsson, E, Iribarren, C, Isomaa, B, Jackson, A, Jacobs, K, James, A, Jansson, J, Jarick, I, Jarvelin, M, Jöckel, K, Johansson, Å, Johnson, T, Jolley, J, Jørgensen, T, Jousilahti, P, Jula, A, Kaakinen, M, Kähönen, M, Kajantie, E, Kanoni, S, Kao, W, Kaplan, L, Kaplan, R, Kaprio, J, Kapur, K, Karpe, F, Kathiresan, S, Kee, F, Keinanen Kiukaanniemi, S, Ketkar, S, Kettunen, J, Khaw, K, Kiemeney, L, Kinnunen, L, Kivimaki, M, Kivmaki, M, Van der Klauw, M, Kleber, M, Knowles, J, Koenig, W, Kolcic, I, Kolovou, G, König, I, Koskinen, S, Kovacs, P, Kraft, P, Kraja, A, Kristiansson, K, Krjutåjkov, K, Kroemer, H, Krohn, J, Krzelj, V, Kuh, D, Kulzer, J, Kumari, M, Kuulasmaa, K, Kuusisto, J, Kvaloy, K, Laakso, M, Laitinen, J, Lakka, T, Lamina, C, Langenberg, C, Lantieri, O, Lathrop, G, Launer, L, Lawlor, D, Lawrence, R, Leach, I, Lecoeur, C, Lee, S, Lehtimäki, T, Leitzmann, M, Lettre, G, Levinson, D, Li, G, Li, S, Liang, L, Lin, D, Lind, L, Lindgren, C, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Loley, C, Lorentzon, M, Luben, R, Ludwig, B, Madden, P, Magnusson, P, Mangino, M, Manunta, P, Marek, D, Marre, M, Martin, N, März, W, Maschio, A, Mathieson, I, Mcardle, W, Mccaroll, S, Mccarthy, A, Mccarthy, M, Mcknight, B, Medina Gomez, C, Medland, S, Meitinger, T, Metspalu, A, van Meurs, J, Meyre, D, Midthjell, K, Mihailov, E, Milani, L, Min, J, Moebus, S, Moffatt, M, Mohlke, K, Molony, C, Monda, K, Montgomery, G, Mooser, V, Morken, M, Morris, A, Mühleisen, T, Müller Nurasyid, M, Munroe, P, Musk, A, Narisu, N, Navis, G, Neale, B, Nelis, M, Nemesh, J, Neville, M, Ngwa, J, Nicholson, G, Nieminen, M, Njølstad, I, Nohr, E, Nolte, I, North, K, Nöthen, M, Nyholt, D, O'Connell, J, Ohlsson, C, Oldehinkel, A, van Ommen, G, Ong, K, Oostra, B, Ouwehand, W, Palmer, C, Palmer, L, Palotie, A, Paré, G, Parker, A, Paternoster, L, Pawitan, Y, Pechlivanis, S, Peden, J, Pedersen, N, Pedersen, O, Pellikka, N, Peltonen, L, Penninx, B, Perola, M, Perry, J, Person, T, Peters, A, Peters, M, Pichler, I, Pietiläinen, K, Platou, C, Polasek, O, Pouta, A, Power, C, Pramstaller, P, Preuss, M, Price, J, Prokopenko, I, Province, M, Psaty, B, Purcell, S, Pütter, C, Qi, L, Quertermous, T, Radhakrishnan, A, Raitakari, O, Rauramaa, R, Rayner, N, Rehnberg, E, Rendon, A, Ridderstråle, M, Ridker, P, Ripatti, S, Rissanen, A, Rivadeneira, F, Rivolta, C, Robertson, N, Rose, L, Rudan, I, Saaristo, T, Sager, H, Salomaa, V, Samani, N, Sambrook, J, Sanders, A, Sandholt, C, Sanna, S, Saramies, J, Schadt, E, Schipf, S, Schlessinger, D, Schreiber, S, Schunkert, H, Schwarz, P, Scott, L, Shi, J, Shin, S, Shuldiner, A, Shungin, D, Signorini, S, Silander, K, Sinisalo, J, Skrobek, B, Smit, J, Smith, A, Smith, G, Snieder, H, Soranzo, N, Sørensen, T, Sovio, U, Spector, T, Speliotes, E, Stančáková, A, Stark, K, Stefansson, K, Steinthorsdottir, V, Stephens, J, Stirrups, K, Stolk, R, Strachan, D, Strawbridge, R, Stringham, H, Stumvoll, M, Surakka, I, Swift, A, Syvanen, A, Tammesoo, M, Teder Laving, M, Teslovich, T, Teumer, A, Theodoraki, E, Thomson, B, Thorand, B, Thorleifsson, G, Thorsteinsdottir, U, Timpson, N, Tönjes, A, Tregouet, D, Tremoli, E, Trip, M, Tuomi, T, Tuomilehto, J, Tyrer, J, Uda, M, Uitterlinden, A, Usala, G, Uusitupa, M, Valle, T, Vandenput, L, Vatin, V, de Vegt, F, Vermeulen, S, Viikari, J, Virtamo, J, Visscher, P, Vitart, V, Van Vliet Ostaptchouk, J, Voight, B, Vollenweider, P, Volpato, C, Völzke, H, Waeber, G, Waite, L, Wallaschofski, H, Walters, G, Wang, Z, Wareham, N, Watanabe, R, Watkins, H, Weedon, M, Welch, R, Weyant, R, Wheeler, E, White, C, Wichmann, H, Widen, E, Wild, S, Willemsen, G, Willer, C, Wilsgaard, T, Wilson, J, van Wingerden, S, Winkelmann, B, Witte, D, Witteman, J, Wolffenbuttel, B, Wong, A, Wright, A, Yang, J, Yarnell, J, Zgaga, L, Zhao, J, Zillikens, M, Zitting, P, Zondervan, K, Abecasis GR, Absher D, Alavere H, Albrecht E, Allen HL, Almgren P, Amin N, Amouyel P, Anderson D, Arnold AM, Arveiler D, Aspelund T, Asselbergs FW, Assimes TL, Atalay M, Attwood AP, Atwood LD, Bakker SJ, Balkau B, Balmforth AJ, Barlassina C, Barroso I, Basart H, Bauer S, Beckmann JS, Beilby JP, Bennett AJ, Ben Shlomo Y, Bergman RN, Bergmann S, Berndt SI, Biffar R, Di Blasio AM, Boehm BO, Boehnke M, Boeing H, Boerwinkle E, Bolton JL, Bonnefond A, Bonnycastle LL, Boomsma DI, Borecki IB, Bornstein SR, Bouatia Naji N, Boucher G, Bragg Gresham JL, BRAMBILLA, PAOLO, Bruinenberg M, Buchanan TA, Buechler C, Cadby G, Campbell H, Caulfield MJ, Cavalcanti Proença C, CESANA, GIANCARLO, Chanock SJ, Chasman DI, Chen YD, Chines PS, Clegg DJ, Coin L, Collins FS, Connell JM, Cookson W, Cooper MN, Croteau Chonka DC, Cupples LA, Cusi D, Day FR, Day IN, Dedoussis GV, Dei M, Deloukas P, Dermitzakis ET, Dimas AS, Dimitriou M, Dixon AL, Dörr M, van Duijn CM, Ebrahim S, Edkins S, Eiriksdottir G, Eisinger K, Eklund N, Elliott P, Erbel R, Erdmann J, Erdos MR, Eriksson JG, Esko T, Estrada K, Evans DM, de Faire U, Fall T, Farrall M, Feitosa MF, Ferrario MM, Ferreira T, Ferrières J, Fischer K, Fisher E, Fowkes G, Fox CS, Franke L, Franks PW, Fraser RM, Frau F, Frayling T, Freimer NB, Froguel P, Fu M, Gaget S, Ganna A, Gejman PV, Gentilini D, Geus EJ, Gieger C, Gigante B, Gjesing AP, Glazer NL, Goddard ME, Goel A, Grallert H, Gräßler J, Grönberg H, Groop LC, Groves CJ, Gudnason V, Guiducci C, Gustafsson S, Gyllensten U, Hall AS, Hall P, Hallmans G, Hamsten A, Hansen T, Haritunians T, Harris TB, van der Harst P, Hartikainen AL, Hassanali N, Hattersley AT, Havulinna AS, Hayward C, Heard Costa NL, Heath AC, Hebebrand J, Heid IM, den Heijer M, Hengstenberg C, Herzig KH, Hicks AA, Hingorani A, Hinney A, Hirschhorn JN, Hofman A, Holmes CC, Homuth G, Hottenga JJ, Hovingh KG, Hu FB, Hu YJ, Huffman JE, Hui J, Huikuri H, Humphries SE, Hung J, Hunt SE, Hunter D, Hveem K, Hyppönen E, Igl W, Illig T, Ingelsson E, Iribarren C, Isomaa B, Jackson AU, Jacobs KB, James AL, Jansson JO, Jarick I, Jarvelin MR, Jöckel KH, Johansson Å, Johnson T, Jolley J, Jørgensen T, Jousilahti P, Jula A, Justice AE, Kaakinen M, Kähönen M, Kajantie E, Kanoni S, Kao WH, Kaplan LM, Kaplan RC, Kaprio J, Kapur K, Karpe F, Kathiresan S, Kee F, Keinanen Kiukaanniemi SM, Ketkar S, Kettunen J, Khaw KT, Kiemeney LA, Kilpeläinen TO, Kinnunen L, Kivimaki M, Kivmaki M, Van der Klauw MM, Kleber ME, Knowles JW, Koenig W, Kolcic I, Kolovou G, König IR, Koskinen S, Kovacs P, Kraft P, Kraja AT, Kristiansson K, KrjutÅjkov K, Kroemer HK, Krohn JP, Krzelj V, Kuh D, Kulzer JR, Kumari M, Kutalik Z, Kuulasmaa K, Kuusisto J, Kvaloy K, Laakso M, Laitinen JH, Lakka TA, Lamina C, Langenberg C, Lantieri O, Lathrop GM, Launer LJ, Lawlor DA, Lawrence RW, Leach IM, Lecoeur C, Lee SH, Lehtimäki T, Leitzmann MF, Lettre G, Levinson DF, Li G, Li S, Liang L, Lin DY, Lind L, Lindgren CM, Lindström J, Liu J, Liuzzi A, Locke AE, Lokki ML, Loley C, Loos RJ, Lorentzon M, Luan J, Luben RN, Ludwig B, Madden PA, Mägi R, Magnusson PK, Mangino M, Manunta P, Marek D, Marre M, Martin NG, März W, Maschio A, Mathieson I, McArdle WL, McCaroll SA, McCarthy A, McCarthy MI, McKnight B, Medina Gomez C, Medland SE, Meitinger T, Metspalu A, van Meurs JB, Meyre D, Midthjell K, Mihailov E, Milani L, Min JL, Moebus S, Moffatt MF, Mohlke KL, Molony C, Monda KL, Montgomery GW, Mooser V, Morken MA, Morris AD, Morris AP, Mühleisen TW, Müller Nurasyid M, Munroe PB, Musk AW, Narisu N, Navis G, Neale BM, Nelis M, Nemesh J, Neville MJ, Ngwa JS, Nicholson G, Nieminen MS, Njølstad I, Nohr EA, Nolte IM, North KE, Nöthen MM, Nyholt DR, O'Connell JR, Ohlsson C, Oldehinkel AJ, van Ommen GJ, Ong KK, Oostra BA, Ouwehand WH, Palmer CN, Palmer LJ, Palotie A, Paré G, Parker AN, Paternoster L, Pawitan Y, Pechlivanis S, Peden JF, Pedersen NL, Pedersen O, Pellikka N, Peltonen L, Penninx B, Perola M, Perry JR, Person T, Peters A, Peters MJ, Pichler I, Pietiläinen KH, Platou CG, Polasek O, Pouta A, Power C, Pramstaller PP, Preuss M, Price JF, Prokopenko I, Province MA, Psaty BM, Purcell S, Pütter C, Qi L, Quertermous T, Radhakrishnan A, Raitakari O, Randall JC, Rauramaa R, Rayner NW, Rehnberg E, Rendon A, Ridderstråle M, Ridker PM, Ripatti S, Rissanen A, Rivadeneira F, Rivolta C, Robertson NR, Rose LM, Rudan I, Saaristo TE, Sager H, Salomaa V, Samani NJ, Sambrook JG, Sanders AR, Sandholt C, Sanna S, Saramies J, Schadt EE, Scherag A, Schipf S, Schlessinger D, Schreiber S, Schunkert H, Schwarz PE, Scott LJ, Shi J, Shin SY, Shuldiner AR, Shungin D, Signorini S, Silander K, Sinisalo J, Skrobek B, Smit JH, Smith AV, Smith GD, Snieder H, Soranzo N, Sørensen TI, Sovio U, Spector TD, Speliotes EK, Stančáková A, Stark K, Stefansson K, Steinthorsdottir V, Stephens JC, Stirrups K, Stolk RP, Strachan DP, Strawbridge RJ, Stringham HM, Stumvoll M, Surakka I, Swift AJ, Syvanen AC, Tammesoo ML, Teder Laving M, Teslovich TM, Teumer A, Theodoraki EV, Thomson B, Thorand B, Thorleifsson G, Thorsteinsdottir U, Timpson NJ, Tönjes A, Tregouet DA, Tremoli E, Trip MD, Tuomi T, Tuomilehto J, Tyrer J, Uda M, Uitterlinden AG, Usala G, Uusitupa M, Valle TT, Vandenput L, Vatin V, Vedantam S, de Vegt F, Vermeulen SH, Viikari J, Virtamo J, Visscher PM, Vitart V, Van Vliet Ostaptchouk JV, Voight BF, Vollenweider P, Volpato CB, Völzke H, Waeber G, Waite LL, Wallaschofski H, Walters GB, Wang Z, Wareham NJ, Watanabe RM, Watkins H, Weedon MN, Welch R, Weyant RJ, Wheeler E, White CC, Wichmann HE, Widen E, Wild SH, Willemsen G, Willer CJ, Wilsgaard T, Wilson JF, van Wingerden S, Winkelmann BR, Winkler TW, Witte DR, Witteman JC, Wolffenbuttel BH, Wong A, Wood AR, Workalemahu T, Wright AF, Yang J, Yarnell JW, Zgaga L, Zhao JH, Zillikens MC, Zitting P, Zondervan KT, Winkler, T, Day, F, Croteau Chonka, D, Wood, A, Locke, A, Mägi, R, Ferreira, T, Fall, T, Graff, M, Justice, A, Luan, J, Gustafsson, S, Randall, J, Vedantam, S, Workalemahu, T, Kilpeläinen, T, Scherag, A, Esko, T, Kutalik, Z, Heid, I, Loos, R, Abecasis, G, Absher, D, Alavere, H, Albrecht, E, Allen, H, Almgren, P, Amin, N, Amouyel, P, Anderson, D, Arnold, A, Arveiler, D, Aspelund, T, Asselbergs, F, Assimes, T, Atalay, M, Attwood, A, Atwood, L, Bakker, S, Balkau, B, Balmforth, A, Barlassina, C, Barroso, I, Basart, H, Bauer, S, Beckmann, J, Beilby, J, Bennett, A, Ben Shlomo, Y, Bergman, R, Bergmann, S, Berndt, S, Biffar, R, Di Blasio, A, Boehm, B, Boehnke, M, Boeing, H, Boerwinkle, E, Bolton, J, Bonnefond, A, Bonnycastle, L, Boomsma, D, Borecki, I, Bornstein, S, Bouatia Naji, N, Boucher, G, Bragg Gresham, J, Brambilla, P, Bruinenberg, M, Buchanan, T, Buechler, C, Cadby, G, Campbell, H, Caulfield, M, Cavalcanti Proença, C, Cesana, G, Chanock, S, Chasman, D, Chen, Y, Chines, P, Clegg, D, Coin, L, Collins, F, Connell, J, Cookson, W, Cooper, M, Cupples, L, Cusi, D, Day, I, Dedoussis, G, Dei, M, Deloukas, P, Dermitzakis, E, Dimas, A, Dimitriou, M, Dixon, A, Dörr, M, van Duijn, C, Ebrahim, S, Edkins, S, Eiriksdottir, G, Eisinger, K, Eklund, N, Elliott, P, Erbel, R, Erdmann, J, Erdos, M, Eriksson, J, Estrada, K, Evans, D, de Faire, U, Farrall, M, Feitosa, M, Ferrario, M, Ferrières, J, Fischer, K, Fisher, E, Fowkes, G, Fox, C, Franke, L, Franks, P, Fraser, R, Frau, F, Frayling, T, Freimer, N, Froguel, P, Fu, M, Gaget, S, Ganna, A, Gejman, P, Gentilini, D, Geus, E, Gieger, C, Gigante, B, Gjesing, A, Glazer, N, Goddard, M, Goel, A, Grallert, H, Gräßler, J, Grönberg, H, Groop, L, Groves, C, Gudnason, V, Guiducci, C, Gyllensten, U, Hall, A, Hall, P, Hallmans, G, Hamsten, A, Hansen, T, Haritunians, T, Harris, T, van der Harst, P, Hartikainen, A, Hassanali, N, Hattersley, A, Havulinna, A, Hayward, C, Heard Costa, N, Heath, A, Hebebrand, J, den Heijer, M, Hengstenberg, C, Herzig, K, Hicks, A, Hingorani, A, Hinney, A, Hirschhorn, J, Hofman, A, Holmes, C, Homuth, G, Hottenga, J, Hovingh, K, Hu, F, Hu, Y, Huffman, J, Hui, J, Huikuri, H, Humphries, S, Hung, J, Hunt, S, Hunter, D, Hveem, K, Hyppönen, E, Igl, W, Illig, T, Ingelsson, E, Iribarren, C, Isomaa, B, Jackson, A, Jacobs, K, James, A, Jansson, J, Jarick, I, Jarvelin, M, Jöckel, K, Johansson, Å, Johnson, T, Jolley, J, Jørgensen, T, Jousilahti, P, Jula, A, Kaakinen, M, Kähönen, M, Kajantie, E, Kanoni, S, Kao, W, Kaplan, L, Kaplan, R, Kaprio, J, Kapur, K, Karpe, F, Kathiresan, S, Kee, F, Keinanen Kiukaanniemi, S, Ketkar, S, Kettunen, J, Khaw, K, Kiemeney, L, Kinnunen, L, Kivimaki, M, Kivmaki, M, Van der Klauw, M, Kleber, M, Knowles, J, Koenig, W, Kolcic, I, Kolovou, G, König, I, Koskinen, S, Kovacs, P, Kraft, P, Kraja, A, Kristiansson, K, Krjutåjkov, K, Kroemer, H, Krohn, J, Krzelj, V, Kuh, D, Kulzer, J, Kumari, M, Kuulasmaa, K, Kuusisto, J, Kvaloy, K, Laakso, M, Laitinen, J, Lakka, T, Lamina, C, Langenberg, C, Lantieri, O, Lathrop, G, Launer, L, Lawlor, D, Lawrence, R, Leach, I, Lecoeur, C, Lee, S, Lehtimäki, T, Leitzmann, M, Lettre, G, Levinson, D, Li, G, Li, S, Liang, L, Lin, D, Lind, L, Lindgren, C, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Loley, C, Lorentzon, M, Luben, R, Ludwig, B, Madden, P, Magnusson, P, Mangino, M, Manunta, P, Marek, D, Marre, M, Martin, N, März, W, Maschio, A, Mathieson, I, Mcardle, W, Mccaroll, S, Mccarthy, A, Mccarthy, M, Mcknight, B, Medina Gomez, C, Medland, S, Meitinger, T, Metspalu, A, van Meurs, J, Meyre, D, Midthjell, K, Mihailov, E, Milani, L, Min, J, Moebus, S, Moffatt, M, Mohlke, K, Molony, C, Monda, K, Montgomery, G, Mooser, V, Morken, M, Morris, A, Mühleisen, T, Müller Nurasyid, M, Munroe, P, Musk, A, Narisu, N, Navis, G, Neale, B, Nelis, M, Nemesh, J, Neville, M, Ngwa, J, Nicholson, G, Nieminen, M, Njølstad, I, Nohr, E, Nolte, I, North, K, Nöthen, M, Nyholt, D, O'Connell, J, Ohlsson, C, Oldehinkel, A, van Ommen, G, Ong, K, Oostra, B, Ouwehand, W, Palmer, C, Palmer, L, Palotie, A, Paré, G, Parker, A, Paternoster, L, Pawitan, Y, Pechlivanis, S, Peden, J, Pedersen, N, Pedersen, O, Pellikka, N, Peltonen, L, Penninx, B, Perola, M, Perry, J, Person, T, Peters, A, Peters, M, Pichler, I, Pietiläinen, K, Platou, C, Polasek, O, Pouta, A, Power, C, Pramstaller, P, Preuss, M, Price, J, Prokopenko, I, Province, M, Psaty, B, Purcell, S, Pütter, C, Qi, L, Quertermous, T, Radhakrishnan, A, Raitakari, O, Rauramaa, R, Rayner, N, Rehnberg, E, Rendon, A, Ridderstråle, M, Ridker, P, Ripatti, S, Rissanen, A, Rivadeneira, F, Rivolta, C, Robertson, N, Rose, L, Rudan, I, Saaristo, T, Sager, H, Salomaa, V, Samani, N, Sambrook, J, Sanders, A, Sandholt, C, Sanna, S, Saramies, J, Schadt, E, Schipf, S, Schlessinger, D, Schreiber, S, Schunkert, H, Schwarz, P, Scott, L, Shi, J, Shin, S, Shuldiner, A, Shungin, D, Signorini, S, Silander, K, Sinisalo, J, Skrobek, B, Smit, J, Smith, A, Smith, G, Snieder, H, Soranzo, N, Sørensen, T, Sovio, U, Spector, T, Speliotes, E, Stančáková, A, Stark, K, Stefansson, K, Steinthorsdottir, V, Stephens, J, Stirrups, K, Stolk, R, Strachan, D, Strawbridge, R, Stringham, H, Stumvoll, M, Surakka, I, Swift, A, Syvanen, A, Tammesoo, M, Teder Laving, M, Teslovich, T, Teumer, A, Theodoraki, E, Thomson, B, Thorand, B, Thorleifsson, G, Thorsteinsdottir, U, Timpson, N, Tönjes, A, Tregouet, D, Tremoli, E, Trip, M, Tuomi, T, Tuomilehto, J, Tyrer, J, Uda, M, Uitterlinden, A, Usala, G, Uusitupa, M, Valle, T, Vandenput, L, Vatin, V, de Vegt, F, Vermeulen, S, Viikari, J, Virtamo, J, Visscher, P, Vitart, V, Van Vliet Ostaptchouk, J, Voight, B, Vollenweider, P, Volpato, C, Völzke, H, Waeber, G, Waite, L, Wallaschofski, H, Walters, G, Wang, Z, Wareham, N, Watanabe, R, Watkins, H, Weedon, M, Welch, R, Weyant, R, Wheeler, E, White, C, Wichmann, H, Widen, E, Wild, S, Willemsen, G, Willer, C, Wilsgaard, T, Wilson, J, van Wingerden, S, Winkelmann, B, Witte, D, Witteman, J, Wolffenbuttel, B, Wong, A, Wright, A, Yang, J, Yarnell, J, Zgaga, L, Zhao, J, Zillikens, M, Zitting, P, Zondervan, K, Abecasis GR, Absher D, Alavere H, Albrecht E, Allen HL, Almgren P, Amin N, Amouyel P, Anderson D, Arnold AM, Arveiler D, Aspelund T, Asselbergs FW, Assimes TL, Atalay M, Attwood AP, Atwood LD, Bakker SJ, Balkau B, Balmforth AJ, Barlassina C, Barroso I, Basart H, Bauer S, Beckmann JS, Beilby JP, Bennett AJ, Ben Shlomo Y, Bergman RN, Bergmann S, Berndt SI, Biffar R, Di Blasio AM, Boehm BO, Boehnke M, Boeing H, Boerwinkle E, Bolton JL, Bonnefond A, Bonnycastle LL, Boomsma DI, Borecki IB, Bornstein SR, Bouatia Naji N, Boucher G, Bragg Gresham JL, BRAMBILLA, PAOLO, Bruinenberg M, Buchanan TA, Buechler C, Cadby G, Campbell H, Caulfield MJ, Cavalcanti Proença C, CESANA, GIANCARLO, Chanock SJ, Chasman DI, Chen YD, Chines PS, Clegg DJ, Coin L, Collins FS, Connell JM, Cookson W, Cooper MN, Croteau Chonka DC, Cupples LA, Cusi D, Day FR, Day IN, Dedoussis GV, Dei M, Deloukas P, Dermitzakis ET, Dimas AS, Dimitriou M, Dixon AL, Dörr M, van Duijn CM, Ebrahim S, Edkins S, Eiriksdottir G, Eisinger K, Eklund N, Elliott P, Erbel R, Erdmann J, Erdos MR, Eriksson JG, Esko T, Estrada K, Evans DM, de Faire U, Fall T, Farrall M, Feitosa MF, Ferrario MM, Ferreira T, Ferrières J, Fischer K, Fisher E, Fowkes G, Fox CS, Franke L, Franks PW, Fraser RM, Frau F, Frayling T, Freimer NB, Froguel P, Fu M, Gaget S, Ganna A, Gejman PV, Gentilini D, Geus EJ, Gieger C, Gigante B, Gjesing AP, Glazer NL, Goddard ME, Goel A, Grallert H, Gräßler J, Grönberg H, Groop LC, Groves CJ, Gudnason V, Guiducci C, Gustafsson S, Gyllensten U, Hall AS, Hall P, Hallmans G, Hamsten A, Hansen T, Haritunians T, Harris TB, van der Harst P, Hartikainen AL, Hassanali N, Hattersley AT, Havulinna AS, Hayward C, Heard Costa NL, Heath AC, Hebebrand J, Heid IM, den Heijer M, Hengstenberg C, Herzig KH, Hicks AA, Hingorani A, Hinney A, Hirschhorn JN, Hofman A, Holmes CC, Homuth G, Hottenga JJ, Hovingh KG, Hu FB, Hu YJ, Huffman JE, Hui J, Huikuri H, Humphries SE, Hung J, Hunt SE, Hunter D, Hveem K, Hyppönen E, Igl W, Illig T, Ingelsson E, Iribarren C, Isomaa B, Jackson AU, Jacobs KB, James AL, Jansson JO, Jarick I, Jarvelin MR, Jöckel KH, Johansson Å, Johnson T, Jolley J, Jørgensen T, Jousilahti P, Jula A, Justice AE, Kaakinen M, Kähönen M, Kajantie E, Kanoni S, Kao WH, Kaplan LM, Kaplan RC, Kaprio J, Kapur K, Karpe F, Kathiresan S, Kee F, Keinanen Kiukaanniemi SM, Ketkar S, Kettunen J, Khaw KT, Kiemeney LA, Kilpeläinen TO, Kinnunen L, Kivimaki M, Kivmaki M, Van der Klauw MM, Kleber ME, Knowles JW, Koenig W, Kolcic I, Kolovou G, König IR, Koskinen S, Kovacs P, Kraft P, Kraja AT, Kristiansson K, KrjutÅjkov K, Kroemer HK, Krohn JP, Krzelj V, Kuh D, Kulzer JR, Kumari M, Kutalik Z, Kuulasmaa K, Kuusisto J, Kvaloy K, Laakso M, Laitinen JH, Lakka TA, Lamina C, Langenberg C, Lantieri O, Lathrop GM, Launer LJ, Lawlor DA, Lawrence RW, Leach IM, Lecoeur C, Lee SH, Lehtimäki T, Leitzmann MF, Lettre G, Levinson DF, Li G, Li S, Liang L, Lin DY, Lind L, Lindgren CM, Lindström J, Liu J, Liuzzi A, Locke AE, Lokki ML, Loley C, Loos RJ, Lorentzon M, Luan J, Luben RN, Ludwig B, Madden PA, Mägi R, Magnusson PK, Mangino M, Manunta P, Marek D, Marre M, Martin NG, März W, Maschio A, Mathieson I, McArdle WL, McCaroll SA, McCarthy A, McCarthy MI, McKnight B, Medina Gomez C, Medland SE, Meitinger T, Metspalu A, van Meurs JB, Meyre D, Midthjell K, Mihailov E, Milani L, Min JL, Moebus S, Moffatt MF, Mohlke KL, Molony C, Monda KL, Montgomery GW, Mooser V, Morken MA, Morris AD, Morris AP, Mühleisen TW, Müller Nurasyid M, Munroe PB, Musk AW, Narisu N, Navis G, Neale BM, Nelis M, Nemesh J, Neville MJ, Ngwa JS, Nicholson G, Nieminen MS, Njølstad I, Nohr EA, Nolte IM, North KE, Nöthen MM, Nyholt DR, O'Connell JR, Ohlsson C, Oldehinkel AJ, van Ommen GJ, Ong KK, Oostra BA, Ouwehand WH, Palmer CN, Palmer LJ, Palotie A, Paré G, Parker AN, Paternoster L, Pawitan Y, Pechlivanis S, Peden JF, Pedersen NL, Pedersen O, Pellikka N, Peltonen L, Penninx B, Perola M, Perry JR, Person T, Peters A, Peters MJ, Pichler I, Pietiläinen KH, Platou CG, Polasek O, Pouta A, Power C, Pramstaller PP, Preuss M, Price JF, Prokopenko I, Province MA, Psaty BM, Purcell S, Pütter C, Qi L, Quertermous T, Radhakrishnan A, Raitakari O, Randall JC, Rauramaa R, Rayner NW, Rehnberg E, Rendon A, Ridderstråle M, Ridker PM, Ripatti S, Rissanen A, Rivadeneira F, Rivolta C, Robertson NR, Rose LM, Rudan I, Saaristo TE, Sager H, Salomaa V, Samani NJ, Sambrook JG, Sanders AR, Sandholt C, Sanna S, Saramies J, Schadt EE, Scherag A, Schipf S, Schlessinger D, Schreiber S, Schunkert H, Schwarz PE, Scott LJ, Shi J, Shin SY, Shuldiner AR, Shungin D, Signorini S, Silander K, Sinisalo J, Skrobek B, Smit JH, Smith AV, Smith GD, Snieder H, Soranzo N, Sørensen TI, Sovio U, Spector TD, Speliotes EK, Stančáková A, Stark K, Stefansson K, Steinthorsdottir V, Stephens JC, Stirrups K, Stolk RP, Strachan DP, Strawbridge RJ, Stringham HM, Stumvoll M, Surakka I, Swift AJ, Syvanen AC, Tammesoo ML, Teder Laving M, Teslovich TM, Teumer A, Theodoraki EV, Thomson B, Thorand B, Thorleifsson G, Thorsteinsdottir U, Timpson NJ, Tönjes A, Tregouet DA, Tremoli E, Trip MD, Tuomi T, Tuomilehto J, Tyrer J, Uda M, Uitterlinden AG, Usala G, Uusitupa M, Valle TT, Vandenput L, Vatin V, Vedantam S, de Vegt F, Vermeulen SH, Viikari J, Virtamo J, Visscher PM, Vitart V, Van Vliet Ostaptchouk JV, Voight BF, Vollenweider P, Volpato CB, Völzke H, Waeber G, Waite LL, Wallaschofski H, Walters GB, Wang Z, Wareham NJ, Watanabe RM, Watkins H, Weedon MN, Welch R, Weyant RJ, Wheeler E, White CC, Wichmann HE, Widen E, Wild SH, Willemsen G, Willer CJ, Wilsgaard T, Wilson JF, van Wingerden S, Winkelmann BR, Winkler TW, Witte DR, Witteman JC, Wolffenbuttel BH, Wong A, Wood AR, Workalemahu T, Wright AF, Yang J, Yarnell JW, Zgaga L, Zhao JH, Zillikens MC, Zitting P, and Zondervan KT
- Abstract
Rigorous organization and quality control (QC) are necessary to facilitate successful genome-wide association meta-analyses (GWAMAs) of statistics aggregated across multiple genome-wide association studies. This protocol provides guidelines for (i) organizational aspects of GWAMAs, and for (ii) QC at the study file level, the meta-level across studies and the meta-analysis output level. Real-world examples highlight issues experienced and solutions developed by the GIANT Consortium that has conducted meta-analyses including data from 125 studies comprising more than 330,000 individuals. We provide a general protocol for conducting GWAMAs and carrying out QC to minimize errors and to guarantee maximum use of the data. We also include details for the use of a powerful and flexible software package called EasyQC. Precise timings will be greatly influenced by consortium size. For consortia of comparable size to the GIANT Consortium, this protocol takes a minimum of about 10 months to complete.
- Published
- 2014
47. Common variants associated with plasma triglycerides and risk for coronary artery disease
- Author
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Do, R, Willer, C, Schmidt, E, Sengupta, S, Gao, C, Peloso, G, Gustafsson, S, Kanoni, S, Ganna, A, Chen, J, Buchkovich, M, Mora, S, Beckmann, J, Bragg Gresham, J, Chang, H, Demirkan, A, Den Hertog, H, Donnelly, L, Ehret, G, Esko, T, Feitosa, M, Ferreira, T, Fischer, K, Fontanillas, P, Fraser, R, Freitag, D, Gurdasani, D, Heikkilä, K, Hyppönen, E, Isaacs, A, Jackson, A, Johansson, A, Johnson, T, Kaakinen, M, Kettunen, J, Kleber, M, Li, X, Luan, J, Lyytikäinen, L, Magnusson, P, Mangino, M, Mihailov, E, Montasser, M, Müller Nurasyid, M, Nolte, I, O'Connell, J, Palmer, C, Perola, M, Petersen, A, Sanna, S, Saxena, R, Service, S, Shah, S, Shungin, D, Sidore, C, Song, C, Strawbridge, R, Surakka, I, Tanaka, T, Teslovich, T, Thorleifsson, G, Van den Herik, E, Voight, B, Volcik, K, Waite, L, Wong, A, Wu, Y, Zhang, W, Absher, D, Asiki, G, Barroso, I, Been, L, Bolton, J, Bonnycastle, L, Brambilla, P, Burnett, M, Cesana, G, Dimitriou, M, Doney, A, Döring, A, Elliott, P, Epstein, S, Eyjolfsson, G, Gigante, B, Goodarzi, M, Grallert, H, Gravito, M, Groves, C, Hallmans, G, Hartikainen, A, Hayward, C, Hernandez, D, Hicks, A, Holm, H, Hung, Y, Illig, T, Jones, M, Kaleebu, P, Kastelein, J, Khaw, K, Kim, E, Klopp, N, Komulainen, P, Kumari, M, Langenberg, C, Lehtimäki, T, Lin, S, Lindström, J, Loos, R, Mach, F, Mcardle, W, Meisinger, C, Mitchell, B, Müller, G, Nagaraja, R, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Ong, K, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Rader, D, Reilly, M, Ridker, P, Rivadeneira, F, Rudan, I, Ruokonen, A, Samani, N, Scharnagl, H, Seeley, J, Silander, K, Stančáková, A, Stirrups, K, Swift, A, Tiret, L, Uitterlinden, A, van Pelt, L, Vedantam, S, Wainwright, N, Wijmenga, C, Wild, S, Willemsen, G, Wilsgaard, T, Wilson, J, Young, E, Zhao, J, Adair, L, Arveiler, D, Assimes, T, Bandinelli, S, Bennett, F, Bochud, M, Boehm, B, Boomsma, D, Borecki, I, Bornstein, S, Bovet, P, Burnier, M, Campbell, H, Chakravarti, A, Chambers, J, Chen, Y, Collins, F, Cooper, R, Danesh, J, Dedoussis, G, de Faire, U, Feranil, A, Ferrières, J, Ferrucci, L, Freimer, N, Gieger, C, Groop, L, Gudnason, V, Gyllensten, U, Hamsten, A, Harris, T, Hingorani, A, Hirschhorn, J, Hofman, A, Hovingh, G, Hsiung, C, Humphries, S, Hunt, S, Hveem, K, Iribarren, C, Järvelin, M, Jula, A, Kähönen, M, Kaprio, J, Kesäniemi, A, Kivimaki, M, Kooner, J, Koudstaal, P, Krauss, R, Kuh, D, Kuusisto, J, Kyvik, K, Laakso, M, Lakka, T, Lind, L, Lindgren, C, Martin, N, März, W, Mccarthy, M, Mckenzie, C, Meneton, P, Metspalu, A, Moilanen, L, Morris, A, Munroe, P, Njølstad, I, Pedersen, N, Power, C, Pramstaller, P, Price, J, Psaty, B, Quertermous, T, Rauramaa, R, Saleheen, D, Salomaa, V, Sanghera, D, Saramies, J, Schwarz, P, Sheu, W, Shuldiner, A, Siegbahn, A, Spector, T, Stefansson, K, Strachan, D, Tayo, B, Tremoli, E, Tuomilehto, J, Uusitupa, M, van Duijn, C, Vollenweider, P, Wallentin, L, Wareham, N, Whitfield, J, Wolffenbuttel, B, Altshuler, D, Ordovas, J, Boerwinkle, E, Thorsteinsdottir, U, Chasman, D, Rotter, J, Franks, P, Ripatti, S, Cupples, L, Sandhu, M, Rich, S, Boehnke, M, Deloukas, P, Mohlke, K, Ingelsson, E, Abecasis, G, Daly, M, Neale, B, Kathiresan, S, McArdle, W, McCarthy, M, McKenzie, C, Kathiresan, S., BRAMBILLA, PAOLO, CESANA, GIANCARLO, Do, R, Willer, C, Schmidt, E, Sengupta, S, Gao, C, Peloso, G, Gustafsson, S, Kanoni, S, Ganna, A, Chen, J, Buchkovich, M, Mora, S, Beckmann, J, Bragg Gresham, J, Chang, H, Demirkan, A, Den Hertog, H, Donnelly, L, Ehret, G, Esko, T, Feitosa, M, Ferreira, T, Fischer, K, Fontanillas, P, Fraser, R, Freitag, D, Gurdasani, D, Heikkilä, K, Hyppönen, E, Isaacs, A, Jackson, A, Johansson, A, Johnson, T, Kaakinen, M, Kettunen, J, Kleber, M, Li, X, Luan, J, Lyytikäinen, L, Magnusson, P, Mangino, M, Mihailov, E, Montasser, M, Müller Nurasyid, M, Nolte, I, O'Connell, J, Palmer, C, Perola, M, Petersen, A, Sanna, S, Saxena, R, Service, S, Shah, S, Shungin, D, Sidore, C, Song, C, Strawbridge, R, Surakka, I, Tanaka, T, Teslovich, T, Thorleifsson, G, Van den Herik, E, Voight, B, Volcik, K, Waite, L, Wong, A, Wu, Y, Zhang, W, Absher, D, Asiki, G, Barroso, I, Been, L, Bolton, J, Bonnycastle, L, Brambilla, P, Burnett, M, Cesana, G, Dimitriou, M, Doney, A, Döring, A, Elliott, P, Epstein, S, Eyjolfsson, G, Gigante, B, Goodarzi, M, Grallert, H, Gravito, M, Groves, C, Hallmans, G, Hartikainen, A, Hayward, C, Hernandez, D, Hicks, A, Holm, H, Hung, Y, Illig, T, Jones, M, Kaleebu, P, Kastelein, J, Khaw, K, Kim, E, Klopp, N, Komulainen, P, Kumari, M, Langenberg, C, Lehtimäki, T, Lin, S, Lindström, J, Loos, R, Mach, F, Mcardle, W, Meisinger, C, Mitchell, B, Müller, G, Nagaraja, R, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Ong, K, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Rader, D, Reilly, M, Ridker, P, Rivadeneira, F, Rudan, I, Ruokonen, A, Samani, N, Scharnagl, H, Seeley, J, Silander, K, Stančáková, A, Stirrups, K, Swift, A, Tiret, L, Uitterlinden, A, van Pelt, L, Vedantam, S, Wainwright, N, Wijmenga, C, Wild, S, Willemsen, G, Wilsgaard, T, Wilson, J, Young, E, Zhao, J, Adair, L, Arveiler, D, Assimes, T, Bandinelli, S, Bennett, F, Bochud, M, Boehm, B, Boomsma, D, Borecki, I, Bornstein, S, Bovet, P, Burnier, M, Campbell, H, Chakravarti, A, Chambers, J, Chen, Y, Collins, F, Cooper, R, Danesh, J, Dedoussis, G, de Faire, U, Feranil, A, Ferrières, J, Ferrucci, L, Freimer, N, Gieger, C, Groop, L, Gudnason, V, Gyllensten, U, Hamsten, A, Harris, T, Hingorani, A, Hirschhorn, J, Hofman, A, Hovingh, G, Hsiung, C, Humphries, S, Hunt, S, Hveem, K, Iribarren, C, Järvelin, M, Jula, A, Kähönen, M, Kaprio, J, Kesäniemi, A, Kivimaki, M, Kooner, J, Koudstaal, P, Krauss, R, Kuh, D, Kuusisto, J, Kyvik, K, Laakso, M, Lakka, T, Lind, L, Lindgren, C, Martin, N, März, W, Mccarthy, M, Mckenzie, C, Meneton, P, Metspalu, A, Moilanen, L, Morris, A, Munroe, P, Njølstad, I, Pedersen, N, Power, C, Pramstaller, P, Price, J, Psaty, B, Quertermous, T, Rauramaa, R, Saleheen, D, Salomaa, V, Sanghera, D, Saramies, J, Schwarz, P, Sheu, W, Shuldiner, A, Siegbahn, A, Spector, T, Stefansson, K, Strachan, D, Tayo, B, Tremoli, E, Tuomilehto, J, Uusitupa, M, van Duijn, C, Vollenweider, P, Wallentin, L, Wareham, N, Whitfield, J, Wolffenbuttel, B, Altshuler, D, Ordovas, J, Boerwinkle, E, Thorsteinsdottir, U, Chasman, D, Rotter, J, Franks, P, Ripatti, S, Cupples, L, Sandhu, M, Rich, S, Boehnke, M, Deloukas, P, Mohlke, K, Ingelsson, E, Abecasis, G, Daly, M, Neale, B, Kathiresan, S, McArdle, W, McCarthy, M, McKenzie, C, Kathiresan, S., BRAMBILLA, PAOLO, and CESANA, GIANCARLO
- Abstract
Triglycerides are transported in plasma by specific triglyceride-rich lipoproteins; in epidemiological studies, increased triglyceride levels correlate with higher risk for coronary artery disease (CAD). However, it is unclear whether this association reflects causal processes. We used 185 common variants recently mapped for plasma lipids (P < 5 × 10(-8) for each) to examine the role of triglycerides in risk for CAD. First, we highlight loci associated with both low-density lipoprotein cholesterol (LDL-C) and triglyceride levels, and we show that the direction and magnitude of the associations with both traits are factors in determining CAD risk. Second, we consider loci with only a strong association with triglycerides and show that these loci are also associated with CAD. Finally, in a model accounting for effects on LDL-C and/or high-density lipoprotein cholesterol (HDL-C) levels, the strength of a polymorphism's effect on triglyceride levels is correlated with the magnitude of its effect on CAD risk. These results suggest that triglyceride-rich lipoproteins causally influence risk for CAD
- Published
- 2013
48. Discovery and refinement of loci associated with lipid levels
- Author
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Willer, C, Schmidt, E, Sengupta, S, Peloso, G, Gustafsson, S, Kanoni, S, Ganna, A, Chen, J, Buchkovich, M, Mora, S, Beckmann, J, Bragg Gresham, J, Chang, H, Demirkan, A, Den Hertog, H, Do, R, Donnelly, L, Ehret, G, Esko, T, Feitosa, M, Ferreira, T, Fischer, K, Fontanillas, P, Fraser, R, Freitag, D, Gurdasani, D, Heikkilä, K, Hyppönen, E, Isaacs, A, Jackson, A, Johansson, A, Johnson, T, Kaakinen, M, Kettunen, J, Kleber, M, Li, X, Luan, J, Lyytikäinen, L, Magnusson, P, Mangino, M, Mihailov, E, Montasser, M, Müller Nurasyid, M, Nolte, I, O'Connell, J, Palmer, C, Perola, M, Petersen, A, Sanna, S, Saxena, R, Service, S, Shah, S, Shungin, D, Sidore, C, Song, C, Strawbridge, R, Surakka, I, Tanaka, T, Teslovich, T, Thorleifsson, G, Van den Herik, E, Voight, B, Volcik, K, Waite, L, Wong, A, Wu, Y, Zhang, W, Absher, D, Asiki, G, Barroso, I, Been, L, Bolton, J, Bonnycastle, L, Brambilla, P, Burnett, M, Cesana, G, Dimitriou, M, Doney, A, Döring, A, Elliott, P, Epstein, S, Eyjolfsson, G, Gigante, B, Goodarzi, M, Grallert, H, Gravito, M, Groves, C, Hallmans, G, Hartikainen, A, Hayward, C, Hernandez, D, Hicks, A, Holm, H, Hung, Y, Illig, T, Jones, M, Kaleebu, P, Kastelein, J, Khaw, K, Kim, E, Klopp, N, Komulainen, P, Kumari, M, Langenberg, C, Lehtimäki, T, Lin, S, Lindström, J, Loos, R, Mach, F, Mcardle, W, Meisinger, C, Mitchell, B, Müller, G, Nagaraja, R, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Ong, K, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Rader, D, Reilly, M, Ridker, P, Rivadeneira, F, Rudan, I, Ruokonen, A, Samani, N, Scharnagl, H, Seeley, J, Silander, K, Stancáková, A, Stirrups, K, Swift, A, Tiret, L, Uitterlinden, A, van Pelt, L, Vedantam, S, Wainwright, N, Wijmenga, C, Wild, S, Willemsen, G, Wilsgaard, T, Wilson, J, Young, E, Zhao, J, Adair, L, Arveiler, D, Assimes, T, Bandinelli, S, Bennett, F, Bochud, M, Boehm, B, Boomsma, D, Borecki, I, Bornstein, S, Bovet, P, Burnier, M, Campbell, H, Chakravarti, A, Chambers, J, Chen, Y, Collins, F, Cooper, R, Danesh, J, Dedoussis, G, de Faire, U, Feranil, A, Ferrières, J, Ferrucci, L, Freimer, N, Gieger, C, Groop, L, Gudnason, V, Gyllensten, U, Hamsten, A, Harris, T, Hingorani, A, Hirschhorn, J, Hofman, A, Hovingh, G, Hsiung, C, Humphries, S, Hunt, S, Hveem, K, Iribarren, C, Järvelin, M, Jula, A, Kähönen, M, Kaprio, J, Kesäniemi, A, Kivimaki, M, Kooner, J, Koudstaal, P, Krauss, R, Kuh, D, Kuusisto, J, Kyvik, K, Laakso, M, Lakka, T, Lind, L, Lindgren, C, Martin, N, März, W, Mccarthy, M, Mckenzie, C, Meneton, P, Metspalu, A, Moilanen, L, Morris, A, Munroe, P, Njølstad, I, Pedersen, N, Power, C, Pramstaller, P, Price, J, Psaty, B, Quertermous, T, Rauramaa, R, Saleheen, D, Salomaa, V, Sanghera, D, Saramies, J, Schwarz, P, Sheu, W, Shuldiner, A, Siegbahn, A, Spector, T, Stefansson, K, Strachan, D, Tayo, B, Tremoli, E, Tuomilehto, J, Uusitupa, M, van Duijn, C, Vollenweider, P, Wallentin, L, Wareham, N, Whitfield, J, Wolffenbuttel, B, Ordovas, J, Boerwinkle, E, Thorsteinsdottir, U, Chasman, D, Rotter, J, Franks, P, Ripatti, S, Cupples, L, Sandhu, M, Rich, S, Boehnke, M, Deloukas, P, Kathiresan, S, Mohlke, K, Ingelsson, E, Abecasis, G, McArdle, W, McCarthy, M, McKenzie, C, Abecasis, G., BRAMBILLA, PAOLO, CESANA, GIANCARLO, Willer, C, Schmidt, E, Sengupta, S, Peloso, G, Gustafsson, S, Kanoni, S, Ganna, A, Chen, J, Buchkovich, M, Mora, S, Beckmann, J, Bragg Gresham, J, Chang, H, Demirkan, A, Den Hertog, H, Do, R, Donnelly, L, Ehret, G, Esko, T, Feitosa, M, Ferreira, T, Fischer, K, Fontanillas, P, Fraser, R, Freitag, D, Gurdasani, D, Heikkilä, K, Hyppönen, E, Isaacs, A, Jackson, A, Johansson, A, Johnson, T, Kaakinen, M, Kettunen, J, Kleber, M, Li, X, Luan, J, Lyytikäinen, L, Magnusson, P, Mangino, M, Mihailov, E, Montasser, M, Müller Nurasyid, M, Nolte, I, O'Connell, J, Palmer, C, Perola, M, Petersen, A, Sanna, S, Saxena, R, Service, S, Shah, S, Shungin, D, Sidore, C, Song, C, Strawbridge, R, Surakka, I, Tanaka, T, Teslovich, T, Thorleifsson, G, Van den Herik, E, Voight, B, Volcik, K, Waite, L, Wong, A, Wu, Y, Zhang, W, Absher, D, Asiki, G, Barroso, I, Been, L, Bolton, J, Bonnycastle, L, Brambilla, P, Burnett, M, Cesana, G, Dimitriou, M, Doney, A, Döring, A, Elliott, P, Epstein, S, Eyjolfsson, G, Gigante, B, Goodarzi, M, Grallert, H, Gravito, M, Groves, C, Hallmans, G, Hartikainen, A, Hayward, C, Hernandez, D, Hicks, A, Holm, H, Hung, Y, Illig, T, Jones, M, Kaleebu, P, Kastelein, J, Khaw, K, Kim, E, Klopp, N, Komulainen, P, Kumari, M, Langenberg, C, Lehtimäki, T, Lin, S, Lindström, J, Loos, R, Mach, F, Mcardle, W, Meisinger, C, Mitchell, B, Müller, G, Nagaraja, R, Narisu, N, Nieminen, T, Nsubuga, R, Olafsson, I, Ong, K, Palotie, A, Papamarkou, T, Pomilla, C, Pouta, A, Rader, D, Reilly, M, Ridker, P, Rivadeneira, F, Rudan, I, Ruokonen, A, Samani, N, Scharnagl, H, Seeley, J, Silander, K, Stancáková, A, Stirrups, K, Swift, A, Tiret, L, Uitterlinden, A, van Pelt, L, Vedantam, S, Wainwright, N, Wijmenga, C, Wild, S, Willemsen, G, Wilsgaard, T, Wilson, J, Young, E, Zhao, J, Adair, L, Arveiler, D, Assimes, T, Bandinelli, S, Bennett, F, Bochud, M, Boehm, B, Boomsma, D, Borecki, I, Bornstein, S, Bovet, P, Burnier, M, Campbell, H, Chakravarti, A, Chambers, J, Chen, Y, Collins, F, Cooper, R, Danesh, J, Dedoussis, G, de Faire, U, Feranil, A, Ferrières, J, Ferrucci, L, Freimer, N, Gieger, C, Groop, L, Gudnason, V, Gyllensten, U, Hamsten, A, Harris, T, Hingorani, A, Hirschhorn, J, Hofman, A, Hovingh, G, Hsiung, C, Humphries, S, Hunt, S, Hveem, K, Iribarren, C, Järvelin, M, Jula, A, Kähönen, M, Kaprio, J, Kesäniemi, A, Kivimaki, M, Kooner, J, Koudstaal, P, Krauss, R, Kuh, D, Kuusisto, J, Kyvik, K, Laakso, M, Lakka, T, Lind, L, Lindgren, C, Martin, N, März, W, Mccarthy, M, Mckenzie, C, Meneton, P, Metspalu, A, Moilanen, L, Morris, A, Munroe, P, Njølstad, I, Pedersen, N, Power, C, Pramstaller, P, Price, J, Psaty, B, Quertermous, T, Rauramaa, R, Saleheen, D, Salomaa, V, Sanghera, D, Saramies, J, Schwarz, P, Sheu, W, Shuldiner, A, Siegbahn, A, Spector, T, Stefansson, K, Strachan, D, Tayo, B, Tremoli, E, Tuomilehto, J, Uusitupa, M, van Duijn, C, Vollenweider, P, Wallentin, L, Wareham, N, Whitfield, J, Wolffenbuttel, B, Ordovas, J, Boerwinkle, E, Thorsteinsdottir, U, Chasman, D, Rotter, J, Franks, P, Ripatti, S, Cupples, L, Sandhu, M, Rich, S, Boehnke, M, Deloukas, P, Kathiresan, S, Mohlke, K, Ingelsson, E, Abecasis, G, McArdle, W, McCarthy, M, McKenzie, C, Abecasis, G., BRAMBILLA, PAOLO, and CESANA, GIANCARLO
- Abstract
Levels of low-density lipoprotein (LDL) cholesterol, high-density lipoprotein (HDL) cholesterol, triglycerides and total cholesterol are heritable, modifiable risk factors for coronary artery disease. To identify new loci and refine known loci influencing these lipids, we examined 188,577 individuals using genome-wide and custom genotyping arrays. We identify and annotate 157 loci associated with lipid levels at P < 5 × 10 -8, including 62 loci not previously associated with lipid levels in humans. Using dense genotyping in individuals of European, East Asian, South Asian and African ancestry, we narrow association signals in 12 loci. We find that loci associated with blood lipid levels are often associated with cardiovascular and metabolic traits, including coronary artery disease, type 2 diabetes, blood pressure, waist-hip ratio and body mass index. Our results demonstrate the value of using genetic data from individuals of diverse ancestry and provide insights into the biological mechanisms regulating blood lipids to guide future genetic, biological and therapeutic research
- Published
- 2013
49. Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture
- Author
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Berndt, S, Gustafsson, S, Mägi, R, Ganna, A, Wheeler, E, Feitosa, M, Justice, A, Monda, K, Croteau Chonka, D, Day, F, Esko, T, Fall, T, Ferreira, T, Gentilini, D, Jackson, A, Luan, J, Randall, J, Vedantam, S, Willer, C, Winkler, T, Wood, A, Workalemahu, T, Hu, Y, Lee, S, Liang, L, Lin, D, Min, J, Neale, B, Thorleifsson, G, Yang, J, Albrecht, E, Amin, N, Bragg Gresham, J, Cadby, G, den Heijer, M, Eklund, N, Fischer, K, Goel, A, Hottenga, J, Huffman, J, Jarick, I, Johansson, Å, Johnson, T, Kanoni, S, Kleber, M, König, I, Kristiansson, K, Kutalik, Z, Lamina, C, Lecoeur, C, Li, G, Mangino, M, Mcardle, W, Medina Gomez, C, Müller Nurasyid, M, Ngwa, J, Nolte, I, Paternoster, L, Pechlivanis, S, Perola, M, Peters, M, Preuss, M, Rose, L, Shi, J, Shungin, D, Smith, A, Strawbridge, R, Surakka, I, Teumer, A, Trip, M, Tyrer, J, Van Vliet Ostaptchouk, J, Vandenput, L, Waite, L, Zhao, J, Absher, D, Asselbergs, F, Atalay, M, Attwood, A, Balmforth, A, Basart, H, Beilby, J, Bonnycastle, L, Brambilla, P, Bruinenberg, M, Campbell, H, Chasman, D, Chines, P, Collins, F, Connell, J, Cookson, W, De, F, U, D, Vegt, F, Dei, M, Dimitriou, M, Edkins, S, Estrada, K, Evans, D, Farrall, M, Ferrario, M, Ferrières, J, Franke, L, Frau, F, Gejman, P, Grallert, H, Grönberg, H, Gudnason, V, Hall, A, Hall, P, Hartikainen, A, Hayward, C, Heard Costa, N, Heath, A, Hebebrand, J, Homuth, G, Hu, F, Hunt, S, Hyppönen, E, Iribarren, C, Jacobs, K, Jansson, J, Jula, A, Kähönen, M, Kathiresan, S, Kee, F, Khaw, K, Kivimäki, M, Koenig, W, Kraja, A, Kumari, M, Kuulasmaa, K, Kuusisto, J, Laitinen, J, Lakka, T, Langenberg, C, Launer, L, Lind, L, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Lorentzon, M, Madden, P, Magnusson, P, Manunta, P, Marek, D, März, W, Mateo Leach, I, Mcknight, B, Medland, S, Mihailov, E, Milani, L, Montgomery, G, Mooser, V, Mühleisen, T, Munroe, P, Musk, A, Narisu, N, Navis, G, Nicholson, G, Nohr, E, Ong, K, Oostra, B, Palmer, C, Palotie, A, Peden, J, Pedersen, N, Peters, A, Polasek, O, Pouta, A, Pramstaller, P, Prokopenko, I, Pütter, C, Radhakrishnan, A, Raitakari, O, Rendon, A, Rivadeneira, F, Rudan, I, Saaristo, T, Sambrook, J, Sanders, A, Sanna, S, Saramies, J, Schipf, S, Schreiber, S, Schunkert, H, Shin, S, Signorini, S, Sinisalo, J, Skrobek, B, Soranzo, N, Stančáková, A, Stark, K, Stephens, J, Stirrups, K, Stolk, R, Stumvoll, M, Swift, A, Theodoraki, E, Thorand, B, Tregouet, D, Tremoli, E, Van der Klauw, M, van Meurs, J, Vermeulen, S, Viikari, J, Virtamo, J, Vitart, V, Waeber, G, Wang, Z, Widén, E, Wild, S, Willemsen, G, Winkelmann, B, Witteman, J, Wolffenbuttel, B, Wong, A, Wright, A, Zillikens, M, Amouyel, P, Boehm, B, Boerwinkle, E, Boomsma, D, Caulfield, M, Chanock, S, Cupples, L, Cusi, D, Dedoussis, G, Erdmann, J, Eriksson, J, Franks, P, Froguel, P, Gieger, C, Gyllensten, U, Hamsten, A, Harris, T, Hengstenberg, C, Hicks, A, Hingorani, A, Hinney, A, Hofman, A, Hovingh, K, Hveem, K, Illig, T, Jarvelin, M, Jöckel, K, Keinanen Kiukaanniemi, S, Kiemeney, L, Kuh, D, Laakso, M, Lehtimäki, T, Levinson, D, Martin, N, Metspalu, A, Morris, A, Nieminen, M, Njølstad, I, Ohlsson, C, Oldehinkel, A, Ouwehand, W, Palmer, L, Penninx, B, Power, C, Province, M, Psaty, B, Qi, L, Rauramaa, R, Ridker, P, Ripatti, S, Salomaa, V, Samani, N, Snieder, H, Sørensen, T, Spector, T, Stefansson, K, Tönjes, A, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, van der Harst, P, Vollenweider, P, Wallaschofski, H, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Abecasis, G, Assimes, T, Barroso, I, Boehnke, M, Borecki, I, Deloukas, P, Fox, C, Frayling, T, Groop, L, Haritunian, T, Heid, I, Hunter, D, Kaplan, R, Karpe, F, Moffatt, M, Mohlke, K, O'Connell, J, Pawitan, Y, Schadt, E, Schlessinger, D, Steinthorsdottir, V, Strachan, D, Thorsteinsdottir, U, Van, D, Cm, Visscher, P, Di Blasio, A, Hirschhorn, J, Lindgren, C, Meyre, D, Scherag, A, Mccarthy, M, Speliotes, E, North, K, Loos, R, Ingelsson, E, Berndt, SI, Feitosa, MF, Justice, AE, Monda, KL, Croteau Chonka, DC, Day, FR, Jackson, AU, Randall, JC, Willer, CJ, Winkler, TW, Wood, AR, Hu, YJ, Lee, SH, Lin, DY, Min, JL, Neale, BM, Bragg Gresham, JL, Hottenga, JJ, Huffman, JE, Kleber, ME, König, IR, McArdle, WL, Ngwa, JS, Nolte, IM, Peters, MJ, Rose, LM, Smith, AV, Strawbridge, RJ, Trip, MD, Van Vliet Ostaptchouk, JV, Waite, LL, Zhao, JH, Asselbergs, FW, Attwood, AP, Balmforth, AJ, Bonnycastle, LL, Chasman, DI, Chines, PS, Collins, FS, Connell, JM, Cookson, WO, de, Faire, U, de, Evans, DM, Ferrario, MM, Gejman, PV, Hall, AS, Hartikainen, AL, Heard Costa, NL, Heath, AC, Hu, FB, Hunt, SE, Jacobs, KB, Jansson, JO, Khaw, KT, Kraja, AT, Laitinen, JH, Lakka, TA, Launer, LJ, Lokki, ML, Madden, PA, Magnusson, PK, McKnight, B, Medland, SE, Montgomery, GW, Mühleisen, TW, Munroe, PB, Musk, AW, Nohr, EA, Ong, KK, Oostra, BA, Palmer, CN, Peden, JF, Pramstaller, PP, Saaristo, TE, Sambrook, JG, Sanders, AR, Shin, SY, Stephens, JC, Stolk, RP, Swift, AJ, Theodoraki, EV, Tregouet, DA, Van der Klauw, MM, van Meurs, JB, Vermeulen, SH, Wild, SH, Winkelmann, BR, Witteman, JC, Wolffenbuttel, BH, Wright, AF, Zillikens, MC, Boehm, BO, Boomsma, DI, Caulfield, MJ, Chanock, SJ, Cupples, LA, Dedoussis, GV, Eriksson, JG, Franks, PW, Harris, TB, Hicks, AA, Hovingh, KG, Jarvelin, MR, Jöckel, KH, Keinanen Kiukaanniemi, SM, Kiemeney, LA, Levinson, DF, Martin, NG, Morris, AD, Nieminen, MS, Oldehinkel, AJ, Ouwehand, WH, Palmer, LJ, Province, MA, Psaty, BM, Ridker, PM, Samani, NJ, Sørensen, TI, Spector, TD, Uitterlinden, AG, Wareham, NJ, Wichmann, HE, Wilson, JF, Abecasis, GR, Assimes, TL, Borecki, IB, Fox, CS, Groop, LC, Heid, IM, Kaplan, RC, Moffatt, MF, Mohlke, KL, O'Connell, JR, Schadt, EE, Strachan, DP, van, Duijn, CM, Visscher, PM, Di Blasio, AM, Hirschhorn, JN, Lindgren, CM, Morris, AP, McCarthy, MI, Speliotes, EK, North, KE, Loos, RJ, Ingelsson, E., BRAMBILLA, PAOLO, Berndt, S, Gustafsson, S, Mägi, R, Ganna, A, Wheeler, E, Feitosa, M, Justice, A, Monda, K, Croteau Chonka, D, Day, F, Esko, T, Fall, T, Ferreira, T, Gentilini, D, Jackson, A, Luan, J, Randall, J, Vedantam, S, Willer, C, Winkler, T, Wood, A, Workalemahu, T, Hu, Y, Lee, S, Liang, L, Lin, D, Min, J, Neale, B, Thorleifsson, G, Yang, J, Albrecht, E, Amin, N, Bragg Gresham, J, Cadby, G, den Heijer, M, Eklund, N, Fischer, K, Goel, A, Hottenga, J, Huffman, J, Jarick, I, Johansson, Å, Johnson, T, Kanoni, S, Kleber, M, König, I, Kristiansson, K, Kutalik, Z, Lamina, C, Lecoeur, C, Li, G, Mangino, M, Mcardle, W, Medina Gomez, C, Müller Nurasyid, M, Ngwa, J, Nolte, I, Paternoster, L, Pechlivanis, S, Perola, M, Peters, M, Preuss, M, Rose, L, Shi, J, Shungin, D, Smith, A, Strawbridge, R, Surakka, I, Teumer, A, Trip, M, Tyrer, J, Van Vliet Ostaptchouk, J, Vandenput, L, Waite, L, Zhao, J, Absher, D, Asselbergs, F, Atalay, M, Attwood, A, Balmforth, A, Basart, H, Beilby, J, Bonnycastle, L, Brambilla, P, Bruinenberg, M, Campbell, H, Chasman, D, Chines, P, Collins, F, Connell, J, Cookson, W, De, F, U, D, Vegt, F, Dei, M, Dimitriou, M, Edkins, S, Estrada, K, Evans, D, Farrall, M, Ferrario, M, Ferrières, J, Franke, L, Frau, F, Gejman, P, Grallert, H, Grönberg, H, Gudnason, V, Hall, A, Hall, P, Hartikainen, A, Hayward, C, Heard Costa, N, Heath, A, Hebebrand, J, Homuth, G, Hu, F, Hunt, S, Hyppönen, E, Iribarren, C, Jacobs, K, Jansson, J, Jula, A, Kähönen, M, Kathiresan, S, Kee, F, Khaw, K, Kivimäki, M, Koenig, W, Kraja, A, Kumari, M, Kuulasmaa, K, Kuusisto, J, Laitinen, J, Lakka, T, Langenberg, C, Launer, L, Lind, L, Lindström, J, Liu, J, Liuzzi, A, Lokki, M, Lorentzon, M, Madden, P, Magnusson, P, Manunta, P, Marek, D, März, W, Mateo Leach, I, Mcknight, B, Medland, S, Mihailov, E, Milani, L, Montgomery, G, Mooser, V, Mühleisen, T, Munroe, P, Musk, A, Narisu, N, Navis, G, Nicholson, G, Nohr, E, Ong, K, Oostra, B, Palmer, C, Palotie, A, Peden, J, Pedersen, N, Peters, A, Polasek, O, Pouta, A, Pramstaller, P, Prokopenko, I, Pütter, C, Radhakrishnan, A, Raitakari, O, Rendon, A, Rivadeneira, F, Rudan, I, Saaristo, T, Sambrook, J, Sanders, A, Sanna, S, Saramies, J, Schipf, S, Schreiber, S, Schunkert, H, Shin, S, Signorini, S, Sinisalo, J, Skrobek, B, Soranzo, N, Stančáková, A, Stark, K, Stephens, J, Stirrups, K, Stolk, R, Stumvoll, M, Swift, A, Theodoraki, E, Thorand, B, Tregouet, D, Tremoli, E, Van der Klauw, M, van Meurs, J, Vermeulen, S, Viikari, J, Virtamo, J, Vitart, V, Waeber, G, Wang, Z, Widén, E, Wild, S, Willemsen, G, Winkelmann, B, Witteman, J, Wolffenbuttel, B, Wong, A, Wright, A, Zillikens, M, Amouyel, P, Boehm, B, Boerwinkle, E, Boomsma, D, Caulfield, M, Chanock, S, Cupples, L, Cusi, D, Dedoussis, G, Erdmann, J, Eriksson, J, Franks, P, Froguel, P, Gieger, C, Gyllensten, U, Hamsten, A, Harris, T, Hengstenberg, C, Hicks, A, Hingorani, A, Hinney, A, Hofman, A, Hovingh, K, Hveem, K, Illig, T, Jarvelin, M, Jöckel, K, Keinanen Kiukaanniemi, S, Kiemeney, L, Kuh, D, Laakso, M, Lehtimäki, T, Levinson, D, Martin, N, Metspalu, A, Morris, A, Nieminen, M, Njølstad, I, Ohlsson, C, Oldehinkel, A, Ouwehand, W, Palmer, L, Penninx, B, Power, C, Province, M, Psaty, B, Qi, L, Rauramaa, R, Ridker, P, Ripatti, S, Salomaa, V, Samani, N, Snieder, H, Sørensen, T, Spector, T, Stefansson, K, Tönjes, A, Tuomilehto, J, Uitterlinden, A, Uusitupa, M, van der Harst, P, Vollenweider, P, Wallaschofski, H, Wareham, N, Watkins, H, Wichmann, H, Wilson, J, Abecasis, G, Assimes, T, Barroso, I, Boehnke, M, Borecki, I, Deloukas, P, Fox, C, Frayling, T, Groop, L, Haritunian, T, Heid, I, Hunter, D, Kaplan, R, Karpe, F, Moffatt, M, Mohlke, K, O'Connell, J, Pawitan, Y, Schadt, E, Schlessinger, D, Steinthorsdottir, V, Strachan, D, Thorsteinsdottir, U, Van, D, Cm, Visscher, P, Di Blasio, A, Hirschhorn, J, Lindgren, C, Meyre, D, Scherag, A, Mccarthy, M, Speliotes, E, North, K, Loos, R, Ingelsson, E, Berndt, SI, Feitosa, MF, Justice, AE, Monda, KL, Croteau Chonka, DC, Day, FR, Jackson, AU, Randall, JC, Willer, CJ, Winkler, TW, Wood, AR, Hu, YJ, Lee, SH, Lin, DY, Min, JL, Neale, BM, Bragg Gresham, JL, Hottenga, JJ, Huffman, JE, Kleber, ME, König, IR, McArdle, WL, Ngwa, JS, Nolte, IM, Peters, MJ, Rose, LM, Smith, AV, Strawbridge, RJ, Trip, MD, Van Vliet Ostaptchouk, JV, Waite, LL, Zhao, JH, Asselbergs, FW, Attwood, AP, Balmforth, AJ, Bonnycastle, LL, Chasman, DI, Chines, PS, Collins, FS, Connell, JM, Cookson, WO, de, Faire, U, de, Evans, DM, Ferrario, MM, Gejman, PV, Hall, AS, Hartikainen, AL, Heard Costa, NL, Heath, AC, Hu, FB, Hunt, SE, Jacobs, KB, Jansson, JO, Khaw, KT, Kraja, AT, Laitinen, JH, Lakka, TA, Launer, LJ, Lokki, ML, Madden, PA, Magnusson, PK, McKnight, B, Medland, SE, Montgomery, GW, Mühleisen, TW, Munroe, PB, Musk, AW, Nohr, EA, Ong, KK, Oostra, BA, Palmer, CN, Peden, JF, Pramstaller, PP, Saaristo, TE, Sambrook, JG, Sanders, AR, Shin, SY, Stephens, JC, Stolk, RP, Swift, AJ, Theodoraki, EV, Tregouet, DA, Van der Klauw, MM, van Meurs, JB, Vermeulen, SH, Wild, SH, Winkelmann, BR, Witteman, JC, Wolffenbuttel, BH, Wright, AF, Zillikens, MC, Boehm, BO, Boomsma, DI, Caulfield, MJ, Chanock, SJ, Cupples, LA, Dedoussis, GV, Eriksson, JG, Franks, PW, Harris, TB, Hicks, AA, Hovingh, KG, Jarvelin, MR, Jöckel, KH, Keinanen Kiukaanniemi, SM, Kiemeney, LA, Levinson, DF, Martin, NG, Morris, AD, Nieminen, MS, Oldehinkel, AJ, Ouwehand, WH, Palmer, LJ, Province, MA, Psaty, BM, Ridker, PM, Samani, NJ, Sørensen, TI, Spector, TD, Uitterlinden, AG, Wareham, NJ, Wichmann, HE, Wilson, JF, Abecasis, GR, Assimes, TL, Borecki, IB, Fox, CS, Groop, LC, Heid, IM, Kaplan, RC, Moffatt, MF, Mohlke, KL, O'Connell, JR, Schadt, EE, Strachan, DP, van, Duijn, CM, Visscher, PM, Di Blasio, AM, Hirschhorn, JN, Lindgren, CM, Morris, AP, McCarthy, MI, Speliotes, EK, North, KE, Loos, RJ, Ingelsson, E., and BRAMBILLA, PAOLO
- Abstract
Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups
- Published
- 2013
50. Genome-wide association and functional follow-up reveals new loci for kidney function.
- Author
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CARDIoGRAM Consortium, ICBP Consortium, CARe Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), Olson, J., Kronmal, R., Robbins, J., Chaves, PH., Burke, G., Kuller, LH., Tracy, R., Gottdiener, J., Prineas, R., Becker, JT., Enright, P., Klein, R., O'Leary, DH., Pattaro, C., Köttgen, A., Teumer, A., Garnaas, M., Böger, C.A., Fuchsberger, C., Olden, M., Chen, M.H., Tin, A., Taliun, D., Li, M., Gao, X., Gorski, M., Yang, Q., Hundertmark, C., Foster, M.C., O'Seaghdha, C.M., Glazer, N., Isaacs, A., Liu, C.T., Smith, A.V., O'Connell, J.R., Struchalin, M., Tanaka, T., Li, G., Johnson, A.D., Gierman, H.J., Feitosa, M., Hwang, S.J., Atkinson, E.J., Lohman, K., Cornelis, M.C., Johansson, Å., Tönjes, A., Dehghan, A., Chouraki, V., Holliday, E.G., Sorice, R., Kutalik, Z., Lehtimäki, T., Esko, T., Deshmukh, H., Ulivi, S., Chu, A.Y., Murgia, F., Trompet, S., Imboden, M., Kollerits, B., Pistis, G., Harris, T.B., Launer, L.J., Aspelund, T., Eiriksdottir, G., Mitchell, B.D., Boerwinkle, E., Schmidt, H., Cavalieri, M., Rao, M., Hu, F.B., Demirkan, A., Oostra, B.A., de Andrade, M., Turner, S.T., Ding, J., Andrews, J.S., Freedman, B.I., Koenig, W., Illig, T., Döring, A., Wichmann, H.E., Kolcic, I., Zemunik, T., Boban, M., Minelli, C., Wheeler, H.E., Igl, W., Zaboli, G., Wild, S.H., Wright, A.F., Campbell, H., Ellinghaus, D., Nöthlings, U., Jacobs, G., Biffar, R., Endlich, K., Ernst, F., Homuth, G., Kroemer, H.K., Nauck, M., Stracke, S., Völker, U., Völzke, H., Kovacs, P., Stumvoll, M., Mägi, R., Hofman, A., Uitterlinden, A.G., Rivadeneira, F., Aulchenko, Y.S., Polasek, O., Hastie, N., Vitart, V., Helmer, C., Wang, J.J., Ruggiero, D., Bergmann, S., Kähönen, M., Viikari, J., Nikopensius, T., Province, M., Ketkar, S., Colhoun, H., Doney, A., Robino, A., Giulianini, F., Krämer, B.K., Portas, L., Ford, I., Buckley, B.M., Adam, M., Thun, G.A., Paulweber, B., Haun, M., Sala, C., Metzger, M., Mitchell, P., Ciullo, M., Kim, S.K., Vollenweider, P., Raitakari, O., Metspalu, A., Palmer, C., Gasparini, P., Pirastu, M., Jukema, J.W., Probst-Hensch, N.M., Kronenberg, F., Toniolo, D., Gudnason, V., Shuldiner, A.R., Coresh, J., Schmidt, R., Ferrucci, L., Siscovick, D.S., van Duijn, C.M., Borecki, I., Kardia, S.L., Liu, Y., Curhan, G.C., Rudan, I., Gyllensten, U., Wilson, J.F., Franke, A., Pramstaller, P.P., Rettig, R., Prokopenko, I., Witteman, J.C., Hayward, C., Ridker, P., Parsa, A., Bochud, M., Heid, I.M., Goessling, W., Chasman, D.I., Kao, W.H., Fox, C.S., CARDIoGRAM Consortium, ICBP Consortium, CARe Consortium, Wellcome Trust Case Control Consortium 2 (WTCCC2), Olson, J., Kronmal, R., Robbins, J., Chaves, PH., Burke, G., Kuller, LH., Tracy, R., Gottdiener, J., Prineas, R., Becker, JT., Enright, P., Klein, R., O'Leary, DH., Pattaro, C., Köttgen, A., Teumer, A., Garnaas, M., Böger, C.A., Fuchsberger, C., Olden, M., Chen, M.H., Tin, A., Taliun, D., Li, M., Gao, X., Gorski, M., Yang, Q., Hundertmark, C., Foster, M.C., O'Seaghdha, C.M., Glazer, N., Isaacs, A., Liu, C.T., Smith, A.V., O'Connell, J.R., Struchalin, M., Tanaka, T., Li, G., Johnson, A.D., Gierman, H.J., Feitosa, M., Hwang, S.J., Atkinson, E.J., Lohman, K., Cornelis, M.C., Johansson, Å., Tönjes, A., Dehghan, A., Chouraki, V., Holliday, E.G., Sorice, R., Kutalik, Z., Lehtimäki, T., Esko, T., Deshmukh, H., Ulivi, S., Chu, A.Y., Murgia, F., Trompet, S., Imboden, M., Kollerits, B., Pistis, G., Harris, T.B., Launer, L.J., Aspelund, T., Eiriksdottir, G., Mitchell, B.D., Boerwinkle, E., Schmidt, H., Cavalieri, M., Rao, M., Hu, F.B., Demirkan, A., Oostra, B.A., de Andrade, M., Turner, S.T., Ding, J., Andrews, J.S., Freedman, B.I., Koenig, W., Illig, T., Döring, A., Wichmann, H.E., Kolcic, I., Zemunik, T., Boban, M., Minelli, C., Wheeler, H.E., Igl, W., Zaboli, G., Wild, S.H., Wright, A.F., Campbell, H., Ellinghaus, D., Nöthlings, U., Jacobs, G., Biffar, R., Endlich, K., Ernst, F., Homuth, G., Kroemer, H.K., Nauck, M., Stracke, S., Völker, U., Völzke, H., Kovacs, P., Stumvoll, M., Mägi, R., Hofman, A., Uitterlinden, A.G., Rivadeneira, F., Aulchenko, Y.S., Polasek, O., Hastie, N., Vitart, V., Helmer, C., Wang, J.J., Ruggiero, D., Bergmann, S., Kähönen, M., Viikari, J., Nikopensius, T., Province, M., Ketkar, S., Colhoun, H., Doney, A., Robino, A., Giulianini, F., Krämer, B.K., Portas, L., Ford, I., Buckley, B.M., Adam, M., Thun, G.A., Paulweber, B., Haun, M., Sala, C., Metzger, M., Mitchell, P., Ciullo, M., Kim, S.K., Vollenweider, P., Raitakari, O., Metspalu, A., Palmer, C., Gasparini, P., Pirastu, M., Jukema, J.W., Probst-Hensch, N.M., Kronenberg, F., Toniolo, D., Gudnason, V., Shuldiner, A.R., Coresh, J., Schmidt, R., Ferrucci, L., Siscovick, D.S., van Duijn, C.M., Borecki, I., Kardia, S.L., Liu, Y., Curhan, G.C., Rudan, I., Gyllensten, U., Wilson, J.F., Franke, A., Pramstaller, P.P., Rettig, R., Prokopenko, I., Witteman, J.C., Hayward, C., Ridker, P., Parsa, A., Bochud, M., Heid, I.M., Goessling, W., Chasman, D.I., Kao, W.H., and Fox, C.S.
- Abstract
Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.
- Published
- 2012
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