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1. Defining the role of common variation in the genomic and biological architecture of adult human height

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Wood, Ar, Esko, T, Yang, J, Vedantam, S, Pers, Th, Gustafsson, S, 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, Westra, Hj, 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, Ae, Kanoni, S, Kleber, Me, Kristiansson, K, Lim, U, Lotay, V, Lui, Jc, 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, Arnlöv, 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 PA, 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, Hall, P, 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, Di, Bornstein, Sr, Bovet, P, Brambilla, P, 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, Eleuterio, 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, Electronic Medical Records, Genomics, Consortium, Migen, Consortium, Pagege, Consortium, LifeLines Cohort Study, 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, Speliotes, Ek, Thorsteinsdottir, U, Barroso, I, Fox, Cs, North, Ke, Strachan, Dp, Beckmann, Js, Berndt, Si, Boehnke, M, Borecki, Ib, Mccarthy, Mi, Metspalu, A, Stefansson, K, Uitterlinden, Ag, van Duijn CM, Franke, L, Willer, Cj, Price, Al, Lettre, G, Loos, Rj, Weedon, Mn, Ingelsson, E, O'Connell, Jr, Abecasis, Gr, Chasman, Di, Goddard, Me, Visscher, Pm, Hirschhorn, Jn, Frayling, T. M., Isotope Research, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Life Course Epidemiology (LCE), Damage and Repair in Cancer Development and Cancer Treatment (DARE), Guided Treatment in Optimal Selected Cancer Patients (GUTS), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Cardiovascular Centre (CVC), Groningen Institute for Organ Transplantation (GIOT), Lifestyle Medicine (LM), Groningen Kidney Center (GKC), Groningen Research Institute for Asthma and COPD (GRIAC), Center for Liver, Digestive and Metabolic Diseases (CLDM), Stem Cell Aging Leukemia and Lymphoma (SALL), Ehret, Georg Benedikt, 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, Medical Research Council (MRC), APH - Amsterdam Public Health, AMS - Amsterdam Movement Sciences, Geriatrics, Other departments, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, Genomics (eMEMERGEGE) Consortium, MIGen Consortium, PAGEGE Consortium, LifeLines Cohort Study, Electronic Medical, Records, McCarty, CA., Starren, J., Peissig, P., Berg, R., Rasmussen, L., Linneman, J., Miller, A., Choudary, V., Chen, L., Waudby, C., Kitchner, T., Reeser, J., Fost, N., Ritchie, M., Wilke, RA., Chisholm, RL., Avila, PC., Greenland, P., Hayes, M., Kho, A., Kibbe, WA., Lemke, AA., Lowe, WL., Smith, ME., Wolf, WA., Pacheco, JA., Thompson, WK., Humowiecki, J., Law, M., Chute, C., Kullo, I., Koenig, B., de Andrade, M., Bielinski, S., Pathak, J., Savova, G., Wu, J., Henriksen, J., Ding, K., Hart, L., Palbicki, J., Larson, EB., Newton, K., Ludman, E., Spangler, L., Hart, G., Carrell, D., Jarvik, G., Crane, P., Burke, W., Fullerton, SM., Trinidad, SB., Carlson, C., Hutchinson, F., McDavid, A., Roden, DM., Clayton, E., Haines, JL., Masys, DR., Churchill, LR., Cornfield, D., Crawford, D., Darbar, D., Denny, JC., Malin, BA., Ritchie, MD., Schildcrout, JS., Xu, H., Ramirez, AH., Basford, M., Pulley, J., Alizadeh, B., de Boer RA., Boezen, HM., Bruinenberg, M., Franke, L., van der Harst, P., Hillege, HL., van der Klauw MM., Navis, G., Ormel, J., Postma, DS., Rosmalen, JG., Slaets, JP., Snieder, H., Stolk, RP., Wolffenbuttel, BH., Wijmenga, C., Kathiresan, S., Voight, BF., Purcell, S., Musunuru, K., Ardissino, D., Mannucci, PM., Anand, S., Engert, JC., Samani, NJ., Schunkert, H., Erdmann, J., Reilly, MP., Rader, DJ., Morgan, T., Spertus, JA., Stoll, M., Girelli, D., McKeown, PP., Patterson, CC., Siscovick, DS., O'Donnell, CJ., Elosua, R., Peltonen, L., Salomaa, V., Schwartz, SM., Melander, O., Altshuler, D., Merlini, PA., Berzuini, C., Bernardinelli, L., Peyvandi, F., Tubaro, M., Celli, P., Ferrario, M., Fetiveau, R., Marziliano, N., Casari, G., Galli, M., Ribichini, F., Rossi, M., Bernardi, F., Zonzin, P., Piazza, A., Yee, J., Friedlander, Y., Marrugat, J., Lucas, G., Subirana, I., Sala, J., Ramos, R., Meigs, JB., Williams, G., Nathan, DM., MacRae, CA., Havulinna, AS., Berglund, G., Voight, B., Hirschhorn, JN., Asselta, R., Duga, S., Spreafico, M., Daly, MJ., Nemesh, J., Korn, JM., McCarroll, SA., Surti, A., Guiducci, C., Gianniny, L., Mirel, D., Parkin, M., Burtt, N., Gabriel, SB., Thompson, JR., Braund, PS., Wright, BJ., Balmforth, AJ., Ball, SG., Hall, AS., Schunkert, I., Linsel-Nitschke, P., Lieb, W., Ziegler, A., König, IR., Hengstenberg, C., Fischer, M., Stark, K., Grosshennig, A., Preuss, M., Wichmann, HE., Schreiber, S., Ouwehand, W., Deloukas, P., Scholz, M., Cambien, F., Goodall, A., Li, M., Chen, Z., Wilensky, R., Matthai, W., Qasim, A., 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., Scheffold, T., Berger, K., Huge, A., Martinelli, N., Olivieri, O., Corrocher, R., König, I., Hólm, H., Thorleifsson, G., Thorsteinsdottir, U., Stefansson, K., Do, R., Xie, C., Siscovick, D., Matise, T., Buyske, S., Higashio, J., Williams, R., Nato, A., Ambite, JL., Deelman, E., Manolio, T., Hindorff, L., North, KE., Heiss, G., Taylor, K., Franceschini, N., Avery, C., Graff, M., Lin, D., Quibrera, M., Cochran, B., Kao, L., Umans, J., Cole, S., MacCluer, J., Person, S., Pankow, J., Gross, M., Boerwinkle, E., 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., Jeff, J., Bush, WS., Mitchell, SL., Goodloe, R., Wilson, S., Boston, J., Malinowski, J., Restrepo, N., Oetjens, M., Fowke, J., Zheng, W., Spencer, K., Pendergrass, S., Le Marchand£££Loïc£££ L., Wilkens, L., Park, L., Tiirikainen, M., Kolonel, L., Lim, U., Cheng, I., Wang, H., Shohet, R., Haiman, C., Stram, D., Henderson, B., Monroe, K., Schumacher, F., Kooperberg, C., Peters, U., Anderson, G., Prentice, R., LaCroix, A., Wu, C., Carty, C., Gong, J., Rosse, S., Young, A., Haessler, J., Kocarnik, J., Lin, Y., Jackson, R., Duggan, D., Kuller, L., Psychiatry, Epidemiology and Data Science, EMGO - Lifestyle, overweight and diabetes, Wood, Ar, Pers, Th, Chu, Ay, Buchkovich, Ml, CROTEAU CHONKA, Dc, Day, Fr, Jackson, Au, Locke, Ae, Randall, Jc, Vinkhuyzen, Aa, Westra, Hj, Winkler, Tw, Zhao, Jh, Ehret, Gb, Feitosa, Mf, Fraser, Rm, Justice, Ae, Kleber, Me, Lui, Jc, MATEO LEACH, I, MEDINA GOMEZ, C, Nalls, Ma, Nyholt, Dr, Palmer, Cd, Strawbridge, Rj, Sung, Yj, VAN DER LAAN, Sw, VAN SETTEN, J, VAN VLIET OSTAPTCHOUK, Jv, Arnlöv, J, Arscott, Gm, Bennett, Aj, Bolton, Jl, Boyd, Ha, Buckley, Bm, Caspersen, Ih, CLAUDI BOEHM, S, Daw, Ew, DE JONG, Pa, Denny, Jc, DHONUKSHE RUTTEN, R, Garcia, Me, Grammer, Tb, DE GROOT, Lc, Groves, Cj, Hartman, Ca, HEARD COSTA, Nl, Henders, Ak, Hillege, Hl, Hlatky, Ma, HOUWING DUISTERMAAT, Jj, James, Al, Johansson, A, Kho, An, Magnusson, Pk, Mcardle, Wl, Mckenzie, Ca, Mclaren, Pj, Monda, Kl, Morken, Ma, MÜLLER NURASYID, M, Musk, Aw, Nolte, Im, Nöthen, Mm, Rayner, Nw, Robertson, Nr, Rose, Lm, Schumacher, Fr, Scott, Ra, Smit, Jh, Smith, Av, Stanton, Av, Stott, Dj, Stringham, Hm, Swertz, Ma, Syvänen, Ac, Tayo, Bo, Tyrer, Jp, VAN DIJK, S, VAN SCHOOR, Nm, VAN DER VELDE, N, VAN HEEMST, D, VAN OORT, Fv, Vermeulen, Sh, Vonk, Jm, Waite, Ll, Wilkens, Lr, Wojczynski, Mk, Wright, Af, Bakker, Sj, Bergman, Rn, Boomsma, Di, Bornstein, Sr, Brown, Mj, Caulfield, Mj, Crawford, Dc, Cupples, La, DE FAIRE, U, DEN RUIJTER, Hm, Eriksson, Jg, Forouhi, Ng, Gansevoort, Rt, Gejman, Pv, Haas, Dw, Harris, Tb, Hattersley, At, Heath, Ac, Hicks, Aa, Hindorff, La, Hingorani, Ad, Hovingh, Gk, Humphries, Se, Hunt, Sc, Jacobs, Kb, Jarvelin, Mr, Jula, Am, Kastelein, Jj, KEINANEN KIUKAANNIEMI, Sm, Kiemeney, La, Kraja, At, Lakka, Ta, LE MARCHAND, L, Madden, Pa, Manunta, Paolo, Matise, Tc, Moll, Fl, Montgomery, Gw, Morris, Ad, Morris, Ap, Murray, Jc, Oldehinkel, Aj, Ong, Kk, Ouwehand, Wh, Pramstaller, Pp, Price, Jf, Raitakari, Ot, Rao, Dc, Rice, Tk, Samani, Nj, Sarzynski, Ma, Schwarz, Pe, Shuldiner, Ar, Stolk, Rp, Tardif, Jc, Vohl, Mc, ELECTRONIC MEDICAL RECORDS AND GENOMICS, Consortium, Migen, Consortium, Page, Consortium, LIFELINES COHORT, Study, Asselbergs, Fw, Assimes, Tl, Boehm, Bo, Bottinger, Ep, Chambers, Jc, Chanock, Sj, DE BAKKER, Pi, Franks, Pw, Groop, Lc, Haiman, Ca, Hayes, Mg, Hunter, Dj, Jukema, Jw, Kaplan, Rc, Martin, Ng, Munroe, Pb, Oostra, Ba, Palmer, Cn, Pedersen, Nl, Powell, Je, Ridker, Pm, Rotter, Ji, Saaristo, Te, Slagboom, Pe, Spector, Td, VAN DER HARST, P, Wareham, Nj, Wichmann, He, Wilson, Jf, Heid, Im, Lindgren, Cm, Mohlke, Kl, Speliotes, Ek, North, Ke, Strachan, Dp, Berndt, Si, Borecki, Ib, Mccarthy, Mi, Uitterlinden, Ag, VAN DUIJN, Cm, Willer, Cj, Price, Al, Loos, Rj, Weedon, Mn, O'Connell, Jr, Abecasis, Gr, Chasman, Di, Goddard, Me, Visscher, Pm, Hirschhorn, Jn, Frayling, Tm, Epidemiology, Surgery, Public Health, Internal Medicine, Erasmus MC other, Genetic Identification, Child and Adolescent Psychiatry / Psychology, Clinical Genetics, Biological Psychology, AIMMS, Functional Genomics, EMGO+ - Lifestyle, Overweight and Diabetes, Wood, AR, Vadantam, S, Hypponen, Elina, Frayling, TM, Wood A.R., Esko T., Yang J., Vedantam S., Pers T.H., Gustafsson S., Chu A.Y., Estrada K., Luan J., Kutalik Z., Amin N., Buchkovich M.L., Croteau-Chonka D.C., Day F.R., Duan Y., Fall T., Fehrmann R., Ferreira T., Jackson A.U., Karjalainen J., Lo K.S., Locke A.E., Magi R., Mihailov E., Porcu E., Randall J.C., Scherag A., Vinkhuyzen A.A.E., Westra H.-J., Winkler T.W., Workalemahu T., Zhao J.H., Absher D., Albrecht E., Anderson D., Baron J., Beekman M., Demirkan A., Ehret G.B., Feenstra B., Feitosa M.F., Fischer K., Fraser R.M., Goel A., Gong J., Justice A.E., Kanoni S., Kleber M.E., Kristiansson K., Lim U., Lotay V., Lui J.C., Mangino M., Leach I.M., Medina-Gomez C., Nalls M.A., Nyholt D.R., Palmer C.D., Pasko D., Pechlivanis S., Prokopenko I., Ried J.S., Ripke S., 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., Afzal U., Arnlov J., Arscott G.M., Bandinelli S., Barrett A., Bellis C., Bennett A.J., Berne C., Bluher M., Bolton J.L., Bottcher Y., Boyd H.A., Bruinenberg M., Buckley B.M., Buyske S., Caspersen I.H., Chines P.S., Clarke R., Claudi-Boehm S., Cooper M., Daw E.W., De Jong P.A., Deelen J., Delgado G., Denny J.C., Dhonukshe-Rutten R., Dimitriou M., Doney A.S.F., Dorr M., Eklund N., Eury E., Folkersen L., Garcia M.E., Geller F., Giedraitis V., Go A.S., Grallert H., Grammer T.B., Grassler J., Gronberg H., De Groot L.C.P.G.M., Groves C.J., Haessler J., Hall P., Haller T., Hallmans G., Hannemann A., Hartman C.A., Hassinen M., Hayward C., Heard-Costa N.L., Helmer Q., Hemani G., Henders A.K., Hillege H.L., Hlatky M.A., Hoffmann W., Hoffmann P., Holmen O., Houwing-Duistermaat J.J., Illig T., Isaacs A., James A.L., Jeff J., Johansen B., Johansson A., Jolley J., Juliusdottir T., Junttila J., Kho A.N., Kinnunen L., Klopp N., Kocher T., Kratzer W., Lichtner P., Lind L., Lindstrom J., Lobbens S., Lorentzon M., Lu Y., Lyssenko V., Magnusson P.K.E., Mahajan A., Maillard M., McArdle W.L., McKenzie C.A., McLachlan S., McLaren P.J., Menni C., Merger S., Milani L., Moayyeri A., Monda K.L., Morken M.A., Muller G., Muller-Nurasyid M., Musk A.W., Narisu N., Nauck M., Nolte I.M., Nothen M.M., Oozageer L., Pilz S., Rayner N.W., Renstrom F., Robertson N.R., Rose L.M., Roussel R., Sanna S., Scharnagl H., Scholtens S., Schumacher F.R., Schunkert H., Scott R.A., Sehmi J., Seufferlein T., Shi J., Silventoinen K., Smit J.H., Smith A.V., Smolonska J., Stanton A.V., Stirrups K., Stott D.J., Stringham H.M., Sundstrom J., Swertz M.A., Syvanen A.-C., Tayo B.O., Thorleifsson G., Tyrer J.P., Van Dijk S., Van Schoor N.M., Van Der Velde N., Van Heemst D., Van Oort F.V.A., Vermeulen S.H., Verweij N., Vonk J.M., Waite L.L., Waldenberger M., Wennauer R., Wilkens L.R., Willenborg C., Wilsgaard T., Wojczynski M.K., Wong A., Wright A.F., Zhang Q., Arveiler D., Bakker S.J.L., Beilby J., Bergman R.N., Bergmann S., Biffar R., Blangero J., Boomsma D.I., Bornstein S.R., Bovet P., Brambilla P., Brown M.J., Campbell H., Caulfield M.J., Chakravarti A., Collins R., Collins F.S., Crawford D.C., Cupples L.A., Danesh J., De Faire U., Den Ruijter H.M., Erbel R., Erdmann J., Eriksson J.G., Farrall M., Ferrannini E., Ferrieres J., Ford I., Forouhi N.G., Forrester T., Gansevoort R.T., Gejman P.V., Gieger C., Golay A., Gottesman O., Gudnason V., Gyllensten U., Haas D.W., Hall A.S., Harris T.B., Hattersley A.T., Heath A.C., Hengstenberg C., Hicks A.A., Hindorff L.A., Hingorani A.D., Hofman A., Hovingh G.K., Humphries S.E., Hunt S.C., Hypponen E., Jacobs K.B., Jarvelin M.-R., Jousilahti P., Jula A.M., Kaprio J., Kastelein J.J.P., Kayser M., Kee F., Keinanen-Kiukaanniemi S.M., Kiemeney L.A., Kooner J.S., Kooperberg C., Koskinen S., Kovacs P., Kraja A.T., Kumari M., Kuusisto J., Lakka T.A., Langenberg C., Le Marchand L., Lehtimaki T., Lupoli S., Madden P.A.F., Mannisto S., Manunta P., Marette A., Matise T.C., McKnight B., Meitinger T., Moll F.L., Montgomery G.W., Morris A.D., Morris A.P., Murray J.C., Nelis M., Ohlsson C., Oldehinkel A.J., Ong K.K., Ouwehand W.H., Pasterkamp G., Peters A., Pramstaller P.P., Price J.F., Qi L., Raitakari O.T., Rankinen T., Rao D.C., Rice T.K., Ritchie M., Rudan I., Salomaa V., Samani N.J., Saramies J., Sarzynski M.A., Schwarz P.E.H., Sebert S., Sever P., Shuldiner A.R., Sinisalo J., Steinthorsdottir V., Stolk R.P., Tardif J.-C., Tonjes A., Tremblay A., Tremoli E., Virtamo J., Vohl M.-C., Amouyel P., Asselbergs F.W., Assimes T.L., Bochud M., Boehm B.O., Boerwinkle E., 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., Hayes M.G., Hui J., Hunter D.J., Hveem K., Jukema J.W., Kaplan R.C., Kivimaki M., Kuh D., Laakso M., Liu Y., Martin N.G., Marz W., Melbye M., Moebus S., Munroe P.B., Njolstad I., Oostra B.A., Palmer C.N.A., Pedersen N.L., Perola M., Perusse L., Peters U., Powell J.E., Power C., Quertermous T., Rauramaa R., Reinmaa E., Ridker P.M., Rivadeneira F., Rotter J.I., Saaristo T.E., Saleheen D., Schlessinger D., Slagboom P.E., Snieder H., Spector T.D., Strauch K., Stumvoll M., Tuomilehto J., Uusitupa M., Van Der Harst P., Volzke H., Walker M., Wareham N.J., Watkins H., Wichmann H.-E., Wilson J.F., Zanen P., Deloukas P., Heid I.M., Lindgren C.M., Mohlke K.L., Speliotes E.K., Thorsteinsdottir U., Barroso I., Fox C.S., North K.E., Strachan D.P., Beckmann J.S., Berndt S.I., Boehnke M., Borecki I.B., McCarthy M.I., Metspalu A., Stefansson K., Uitterlinden A.G., Van Duijn C.M., Franke L., Willer C.J., Price A.L., Lettre G., Loos R.J.F., Weedon M.N., Ingelsson E., O'Connell J.R., Abecasis G.R., Chasman D.I., Goddard M.E., Visscher P.M., Hirschhorn J.N., and Frayling T.M.

Subjects
Netherlands Twin Register (NTR), BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Electronic Medical Records and Genomics (eMEMERGEGE) Consortium, Medizin, Genome-wide association study, Adult, Analysis of Variance, Body Height/genetics, European Continental Ancestry Group/genetics, Genetic Variation/genetics, Genetics, Population, Genome-Wide Association Study/methods, Humans, Oligonucleotide Array Sequence Analysis, Polymorphism, Single Nucleotide/genetics, heritability, 0302 clinical medicine, Genome-wide, SNPS, snps, Genetics & Heredity, ddc:616, Genetics, Medical And Health Sciences, 0303 health sciences, education.field_of_study, variants, GENETIC-VARIATION, Biological Sciences, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], body height, genetic-variation, Life Sciences & Biomedicine, Single Nucleotide/genetics, Human, European Continental Ancestry Group, Population, Single-nucleotide polymorphism, Biology, Polymorphism, Single Nucleotide, Article, White People, NO, complex traits, 03 medical and health sciences, Genetic variation, heritability, adult, height, Polymorphism, Human height, PAGEGE Consortium, education, Gene, VLAG, 030304 developmental biology, Global Nutrition, Wereldvoeding, genome-wide association study, Science & Technology, Whites, Oligonucleotide Array Sequence Analysi, MUTATIONS, COMPLEX TRAITS, ta1184, Klinisk medicin, population genetics, Genetic Variation, Heritability, ta3121, mutations, Genetic architecture, Body Height, genetic variation, MIGen Consortium, Inflammatory diseases Radboud Institute for Health Sciences [Radboudumc 5], Clinical Medicine, 030217 neurology & neurosurgery, height, LifeLines Cohort Study, Developmental Biology, Genome-Wide Association Study
Abstract

Item does not contain fulltext 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 approximately 2,000, approximately 3,700 and approximately 9,500 SNPs explained approximately 21%, approximately 24% and approximately 29% 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/beta-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
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2. Common variants associated with plasma triglycerides and risk for coronary artery disease

Author

Richard S. Cooper, Angela Döring, Cisca Wijmenga, Jerome I. Rotter, Linda S. Adair, Tõnu Esko, Jennifer L. Bragg-Gresham, Danish Saleheen, Narisu Narisu, Xiaohui Li, Kathleen Stirrups, Ulf de Faire, Nicholas G. Martin, Dmitry Shungin, Peter Vollenweider, Yii-Der Ida Chen, Dharambir K. Sanghera, George Dedoussis, Toshiko Tanaka, Manjinder S. Sandhu, Anne U. Jackson, Nancy L. Pedersen, Maria Dimitriou, Shih-Yi Lin, David P. Strachan, Isleifur Olafsson, Ruth J. F. Loos, Kay-Tee Khaw, Antero Kesäniemi, Rainer Rauramaa, Wendy L. McArdle, Gonneke Willemsen, Dena G. Hernandez, May E. Montasser, Amy J. Swift, Colin A. McKenzie, Aaron Isaacs, Latonya F. Been, Leif Groop, Massimo Mangino, Martina Müller-Nurasyid, Karen L. Mohlke, Ci Song, Sailaja Vedantam, Anna-Liisa Hartikainen, Lori L. Bonnycastle, Ilja M. Nolte, Jaakko Kaprio, Anneli Pouta, Unnur Thorsteinsdottir, Paul Elliott, Muredach P. Reilly, Jean Ferrières, Daniel J. Rader, Elizabeth H. Young, Jaspal S. Kooner, Leena Moilanen, Markku Laakso, Albert Hofman, Kelly A. Volcik, Sekar Kathiresan, Tamara B. Harris, Eric Kim, Aimo Ruokonen, Andrea Ganna, Serena Sanna, John J.P. Kastelein, Martha L. Gravito, Ronald M. Krauss, Ken K. Ong, Paul M. Ridker, Kristian Hveem, Ayse Demirkan, Alena Stančáková, Pierre Meneton, Thomas Quertermous, John Danesh, Toby Johnson, Cornelia M. van Duijn, Samuli Ripatti, Christopher J. Groves, Jaakko Tuomilehto, Michael Boehnke, Jose M. Ordovas, Alan B. Feranil, Chao A. Hsiung, Wayne Huey-Herng Sheu, Igor Rudan, Christa Meisinger, Rebecca N. Nsubuga, Bruna Gigante, Inger Njølstad, Göran Hallmans, Aroon D. Hingorani, Jouko Saramies, Deepti Gurdasani, Fernando Rivadeneira, Andres Metspalu, Stephen E. Epstein, Gonçalo R. Abecasis, Braxton D. Mitchell, Devin Absher, Marcus E. Kleber, Sonia Shah, Pierre Fontanillas, Jeffrey R. O'Connell, Louise A. Donnelly, Jing Hua Zhao, Martin L. Buchkovich, Francis S. Collins, Gabrielle Müller, Matti Uusitupa, Evelin Mihailov, Nicholas J. Wareham, Andrew A. Hicks, Dorret I. Boomsma, Harry Campbell, Ellen M. Schmidt, Jaana Lindström, Mark I. McCarthy, Evita G. Van Den Herik, Kirsten Ohm Kyvik, Vilmundur Gudnason, Jackie F. Price, Joel N. Hirschhorn, Winfried März, Aravinda Chakravarti, Pontiano Kaleebu, James F. Wilson, Lindsay L. Waite, Leo-Pekka Lyytikäinen, Sebanti Sengupta, Mika Kivimäki, David Altshuler, Hilma Holm, Rona J. Strawbridge, Harald Grallert, Ramaiah Nagaraja, Laurence Tiret, G. Kees Hovingh, Meena Kumari, Nilesh J. Samani, Daniel F. Freitag, Nelson B. Freimer, Thomas Illig, Panos Deloukas, Bernhard O. Boehm, Nicholas W.J. Wainwright, Mark J. Daly, Mika Kähönen, Michel Burnier, Norman Klopp, L. Adrienne Cupples, Aarno Palotie, Markus Perola, Bamidele O. Tayo, Timo A. Lakka, Matthew Jones, Sarah H. Wild, Patricia B. Munroe, Antti Jula, François Mach, Peter J. Koudstaal, Pirjo Komulainen, Eric Boerwinkle, L. Joost van Pelt, Veikko Salomaa, Ann-Kristin Petersen, Ida Surakka, Andrew Wong, Caroline Hayward, Chi Gao, Cristen J. Willer, Stephen S. Rich, Yi Jen Hung, Peter P. Pramstaller, Diana Kuh, Ron Do, Dominique Arveiler, Mark O. Goodarzi, Ross M. Fraser, Ingrid B. Borecki, Steven C. Hunt, Weihua Zhang, Mary Susan Burnett, Patrik K. E. Magnusson, John C. Chambers, Benjamin M. Neale, Peter Schwarz, Jennifer L. Bolton, Murielle Bochud, Heleen M. den Hertog, Christian Gieger, Cristina Pomilla, Teresa Ferreira, Lars Wallentin, Richa Saxena, André G. Uitterlinden, Kaisa Silander, Ying Wu, Bruce M. Psaty, Jian'an Luan, Hsing-Yi Chang, Jin Chen, Daniel I. Chasman, Ulf Gyllensten, Kari Stefansson, Kauko Heikkilä, Tom Wilsgaard, Alan R. Shuldiner, Carlos Iribarren, Stavroula Kanoni, John Whitfield, Gershim Asiki, Marika Kaakinen, Georg Ehret, Elina Hyppönen, Claudia Langenberg, Gina M. Peloso, Cecilia M. Lindgren, Carlo Sidore, Gudmundur I. Eyjolfsson, Cameron D. Palmer, Jacques S. Beckmann, Hubert Scharnagl, Tanya M. Teslovich, Mary F. Feitosa, Terho Lehtimäki, Steve E. Humphries, Chris Power, Benjamin F. Voight, Stefania Bandinelli, Andrew D. Morris, Gudmar Thorleifsson, Tuomo Nieminen, Tim D. Spector, Paul W. Franks, Themistocles L. Assimes, Pascal Bovet, Luigi Ferrucci, Johannes Kettunen, Inês Barroso, Franklyn I. Bennett, Stefan Gustafsson, Paolo Brambilla, Theodore Papamarkou, Elena Tremoli, Janet Seeley, Alex S. F. Doney, Johanna Kuusisto, Giancarlo Cesana, Bruce H. R. Wolffenbuttel, Lars Lind, Stefan R. Bornstein, Åsa Johansson, Anders Hamsten, Marjo-Riitta Järvelin, Krista Fischer, Agneta Siegbahn, Samia Mora, Erik Ingelsson, Colin N. A. Palmer, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), Epidemiology, Surgery, Public Health, Ophthalmology, Neurology, Medical Microbiology & Infectious Diseases, Obstetrics & Gynecology, Internal Medicine, Do, Ron, Willer, Cristen J, Schmidt, Ellen M, Sengupta, Sebanti, Hyppönen, Elina, Kathiresan, Sekar, Biological Psychology, EMGO+ - Lifestyle, Overweight and Diabetes, 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, and Kathiresan, S

Subjects
Netherlands Twin Register (NTR), BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Heart disease, Genome-wide association study, Coronary Artery Disease, 030204 cardiovascular system & hematology, ISCHEMIC-HEART-DISEASE, Triglyceride, Coronary artery disease, chemistry.chemical_compound, 0302 clinical medicine, High-density lipoprotein, Polymorphism (computer science), Risk Factors, High-density-lipoprotein, Genetic epidemiology, 11 Medical and Health Sciences, Genetics & Heredity, 0303 health sciences, Cholesterol, HDL/blood, Cholesterol levels, Loci, Contribute, Single Nucleotide, LDL/blood, Triglycerides/blood, Cholesterol, Cholesterol, LDL/blood, HDL/blood, lipids (amino acids, peptides, and proteins), Life Sciences & Biomedicine, Human, medicine.medical_specialty, TYPE-2 DIABETES-MELLITUS, Biology, Polymorphism, Single Nucleotide, Article, HIGH-DENSITY-LIPOPROTEIN ISCHEMIC-HEART-DISEASE TYPE-2 DIABETES-MELLITUS MENDELIAN RANDOMIZATION CARDIOVASCULAR-DISEASE GENETIC EPIDEMIOLOGY CHOLESTEROL LEVELS LOCI CONTRIBUTE THERAPY, 03 medical and health sciences, Coronary Artery Disease/blood, SDG 3 - Good Health and Well-being, Cardiovascular-disease, Internal medicine, Mendelian randomization, Genetics, medicine, Humans, Polymorphism, plasma, Triglycerides, 030304 developmental biology, Science & Technology, Risk Factor, Cholesterol, HDL, Biological Transport, Cholesterol, LDL, 06 Biological Sciences, medicine.disease, Heart-disease, lipoproteins, Endocrinology, chemistry, Therapy, Developmental Biology
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. © 2013 Nature America, Inc. All rights reserved.

Published
2013
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3. Discovery and refinement of loci associated with lipid levels

Author

Benjamin F. Voight, Stefania Bandinelli, Pascal Bovet, Latonya F. Been, Ci Song, Luigi Ferrucci, Johannes Kettunen, Andrew D. Morris, Mary Susan Burnett, Ronald M. Krauss, Igor Rudan, Heleen M. den Hertog, Stavroula Kanoni, G. Kees Hovingh, Elina Hyppönen, Kauko Heikkilä, Richard S. Cooper, Daniel I. Chasman, Bruna Gigante, Stefan Gustafsson, Jian'an Luan, Sarah H. Wild, Patricia B. Munroe, Göran Hallmans, Jeffrey R. O'Connell, Danish Saleheen, Aarno Palotie, Leena Moilanen, Jerome I. Rotter, Caroline Hayward, Jennifer L. Bragg-Gresham, Nicholas G. Martin, Claudia Langenberg, George Dedoussis, Carlo Sidore, Ulf Gyllensten, Marika Kaakinen, Jing Hua Zhao, Aimo Ruokonen, Diana Kuh, Maria Dimitriou, Shih-Yi Lin, Gina M. Peloso, Marcus E. Kleber, Christopher J. Groves, Alena Stančáková, Michel Burnier, Patrik K. E. Magnusson, John C. Chambers, Giancarlo Cesana, Francis S. Collins, Gabrielle Müller, Angela Döring, Colin A. McKenzie, Paul Elliott, Lars Lind, Vilmundur Gudnason, Dharambir K. Sanghera, Jean Ferrières, Toshiko Tanaka, Stefan R. Bornstein, Gershim Asiki, Jacques S. Beckmann, Anneli Pouta, Timo A. Lakka, Daniel J. Rader, Elizabeth H. Young, Kelly A. Volcik, Dena G. Hernandez, Ann-Kristin Petersen, Kristian Hveem, Amy J. Swift, Murielle Bochud, Pierre Meneton, Paul M. Ridker, Kathleen Stirrups, Stephen S. Rich, Isleifur Olafsson, Ruth J. F. Loos, Serena Sanna, Markus Perola, Meena Kumari, Cameron D. Palmer, Carlos Iribarren, Nancy L. Pedersen, Mark O. Goodarzi, Panos Deloukas, Norman Klopp, Cristina Pomilla, Stephen E. Epstein, Antti Jula, Themistocles L. Assimes, Martina Müller-Nurasyid, Marjo-Riitta Järvelin, Chao A. Hsiung, Sonia Shah, Christian Gieger, Toby Johnson, Cornelia M. van Duijn, Samuli Ripatti, Nicholas J. Wareham, Krista Fischer, Wendy L. McArdle, Linda S. Adair, Kay-Tee Khaw, Bruce M. Psaty, André G. Uitterlinden, Aaron Isaacs, Tõnu Esko, Jennifer L. Bolton, Rebecca N. Nsubuga, Eric Boerwinkle, L. Joost van Pelt, Jouko Saramies, François Mach, Pierre Fontanillas, Teresa Ferreira, Lars Wallentin, Michael Boehnke, Christa Meisinger, Wayne Huey-Herng Sheu, Gonçalo R. Abecasis, Inês Barroso, Franklyn I. Bennett, Dmitry Shungin, Jaakko Kaprio, Kirsten Ohm Kyvik, Deepti Gurdasani, Anne U. Jackson, Paolo Brambilla, Georg Ehret, Cecilia M. Lindgren, Fernando Rivadeneira, Theodore Papamarkou, Jaakko Tuomilehto, Cristen J. Willer, Martin L. Buchkovich, Antero Kesäniemi, Hubert Scharnagl, Xiaohui Li, Elena Tremoli, Nelson B. Freimer, Mika Kähönen, Ron Do, Karen L. Mohlke, Thomas Illig, Gudmar Thorleifsson, Peter J. Koudstaal, Andres Metspalu, Ulf de Faire, Dominique Arveiler, Harald Grallert, Jaana Lindström, Laurence Tiret, Jaspal S. Kooner, Braxton D. Mitchell, Sebanti Sengupta, Gonneke Willemsen, Anna-Liisa Hartikainen, Terho Lehtimäki, Steve E. Humphries, Peter Schwarz, Dorret I. Boomsma, Harry Campbell, Ellen M. Schmidt, Tom Wilsgaard, Janet Seeley, Alex S. F. Doney, Alan R. Shuldiner, John Whitfield, Markku Laakso, Peter Vollenweider, Gudmundur I. Eyjolfsson, Winfried März, Mika Kivimäki, Ying Wu, Johanna Kuusisto, Andrew A. Hicks, Bruce H. R. Wolffenbuttel, May E. Montasser, Bamidele O. Tayo, Unnur Thorsteinsdottir, Muredach P. Reilly, Leo-Pekka Lyytikäinen, Eric Kim, John Danesh, Ida Surakka, Åsa Johansson, Anders Hamsten, Thomas Quertermous, Hsing-Yi Chang, Jin Chen, Agneta Siegbahn, Narisu Narisu, Samia Mora, Erik Ingelsson, Colin N. A. Palmer, Sekar Kathiresan, Manjinder S. Sandhu, Leif Groop, Jose M. Ordovas, Alan B. Feranil, Evelin Mihailov, Hilma Holm, Pontiano Kaleebu, Lindsay L. Waite, Ramaiah Nagaraja, Andrew Wong, Rona J. Strawbridge, David P. Strachan, Yii-Der Ida Chen, Tamara B. Harris, Jackie F. Price, Aravinda Chakravarti, Veikko Salomaa, Sailaja Vedantam, Albert Hofman, Devin Absher, Ross M. Fraser, Kaisa Silander, Pirjo Komulainen, Yi Jen Hung, Peter P. Pramstaller, Kari Stefansson, Aroon D. Hingorani, Tanya M. Teslovich, Matti Uusitupa, L. Adrienne Cupples, Cisca Wijmenga, Lori L. Bonnycastle, Ilja M. Nolte, Andrea Ganna, Ken K. Ong, Inger Njølstad, Bernhard O. Boehm, Nicholas W.J. Wainwright, Richa Saxena, Rainer Rauramaa, Louise A. Donnelly, James F. Wilson, Matthew Jones, Ingrid B. Borecki, Steven C. Hunt, Weihua Zhang, Massimo Mangino, John J.P. Kastelein, Martha L. Gravito, Mark I. McCarthy, Evita G. Van Den Herik, Joel N. Hirschhorn, Nilesh J. Samani, Daniel F. Freitag, Ayse Demirkan, Mary F. Feitosa, Tuomo Nieminen, Tim D. Spector, Paul W. Franks, Chris Power, Biological Psychology, EMGO+ - Lifestyle, Overweight and Diabetes, Life Course Epidemiology (LCE), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), 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, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, Ehret, Georg Benedikt, Mach, François, Epidemiology, Surgery, Public Health, Ophthalmology, Neurology, Medical Microbiology & Infectious Diseases, Obstetrics & Gynecology, Internal Medicine, National Institute for Health Research, Global Lipids Genetics Consortium, Willer, Cristen, Sengupta, Sebanti, Peloso, Gina, Hypponen, Elina Tuulikki, and Abecasis, Gonçalo R

Subjects
Netherlands Twin Register (NTR), HOMEOSTASIS, BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Blood lipids, Genome-wide association study, Type 2 diabetes, Coronary Artery Disease, 030204 cardiovascular system & hematology, Triglyceride, Coronary artery disease, chemistry.chemical_compound, 0302 clinical medicine, European Continental Ancestry Group/genetics, triglycerides, IDENTIFIES 13, 11 Medical and Health Sciences, African Continental Ancestry Group, 2. Zero hunger, Genetics, Genetics & Heredity, ddc:616, RISK, 0303 health sciences, Cholesterol, HDL/blood, PLASMA, Global Lipids Genetics Consortium, Cholesterol, HDL/blood/genetics, Lipid, Lipids, 3. Good health, LDL/blood, Triglycerides/blood, Lipids/blood/genetics, Cholesterol, Cholesterol, LDL/blood, DENSITY-LIPOPROTEIN CHOLESTEROL, CARDIOVASCULAR-DISEASE, HDL/blood, CORONARY-ARTERY-DISEASE, lipids (amino acids, peptides, and proteins), Life Sciences & Biomedicine, coronary artery disease, TRAITS, Human, Coronary Artery Disease/blood/genetics, Asian Continental Ancestry Group, Genotype, SUSCEPTIBILITY LOCI, European Continental Ancestry Group, Black People, HEART-DISEASE, Biology, Article, White People, lipids, 03 medical and health sciences, Coronary Artery Disease/blood, CORONARY-ARTERY-DISEASE DENSITY-LIPOPROTEIN CHOLESTEROL GENOME-WIDE ASSOCIATION HEART-DISEASE CARDIOVASCULAR-DISEASE SUSCEPTIBILITY LOCI IDENTIFIES 13 RISK GENE METAANALYSIS, Triglycerides/blood/genetics, Asian People, SDG 3 - Good Health and Well-being, Mendelian randomization, medicine, Humans, Asian Continental Ancestry Group/genetics, Genetic Predisposition to Disease, GENOME-WIDE ASSOCIATION, Genotyping, Triglycerides, METAANALYSIS, 030304 developmental biology, Science & Technology, Lipids/blood, Cholesterol, HDL, cholesterol, African Continental Ancestry Group/genetics, Cholesterol, LDL, 06 Biological Sciences, medicine.disease, GENE, chemistry, Cholesterol, LDL/blood/genetics, Lipoprotein, Developmental Biology, Genome-Wide Association Study
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. © 2013 Nature America, Inc. All rights reserved.

Published
2013
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4. Large-scale association analysis identifies new risk loci for coronary artery disease

Author

Benjamin F. Voight, Andrew D. Morris, G. Kees Hovingh, Anthony J. Balmforth, Hanneke Basart, Alistair S. Hall, Dominique Gauguier, Bok Ghee Han, Martina Müller-Nurasyid, Sarah Parish, Jarmo Virtamo, Christa Meisinger, Peter Wagner, George Dedoussis, Philipp S. Wild, Kari Stefansson, Jean-Baptiste Cazier, Kathleen Stirrups, Jiyoung Lee, Adrienne Cupples, Stavroula Kanoni, Danish Saleheen, Christian Hengstenberg, Svati H. Shah, Panos Deloukas, Anuj Goel, Stefan Blankenberg, Sian Tsung Tan, Alison H. Goodall, Tõnu Esko, Eric Boerwinkle, Gudmundur Thorgeirsson, Peter S. Braund, Joshua W. Knowles, Olle Melander, C. Ellen van der Schoot, Silke Rosinger, Maria Dimitriou, Wolfgang Koenig, Michael Boehnke, François Cambien, Per Lundmark, Dmitry Shungin, Wolfgang Kratzer, Pierre Zalloua, Reijo Laaksonen, Jean Ferrières, Villi Gudnason, Thorsten Kessler, Daniel J. Rader, Niclas Eriksson, Dominique Arveiler, Natalie R. van Zuydam, Kari Kuulasmaa, N. William Rayner, Sarah E. Hunt, Gudmar Thorleifsson, Jeanette Erdmann, Samuli Ripatti, Tsun-Po Yang, George A. Wells, Terho Lehtimäki, Kjell Nikus, Pierre Fontanillas, Jorg Hager, Martin Farrall, Jemma C. Hopewell, Frank Kee, Juha Sinisalo, Christopher J. O'Donnell, Asif Rasheed, Mika Kähönen, Genovefa Kolovou, Seraya Maouche, Suzanne Rafelt, Cordelia Langford, Winfried März, Leo-Pekka Lyytikäinen, Christina Willenborg, Weihua Zhang, Kati Kristiansson, Hyo-Soo Kim, Weang K. Ho, Jeong E. Park, Mohan U. Sivananthan, Moritz P. Rumpf, Markku Laakso, Klaus Stark, Philippe Amouyel, Paul W. Franks, Andres Metspalu, Anders Franco-Cereceda, Manjinder S. Sandhu, Nour Eddine El Mokhtari, Nicholas J. Wareham, Robert Roberts, Veikko Salomaa, Thomas Illig, Tomi Pastinen, Robert Clarke, Christof Burgdorf, Leif Groop, Devin Absher, Yangsoo Jang, Mark I. McCarthy, Bernhard O. Boehm, Per Eriksson, Nilesh J. Samani, Inke R. König, Stefan Schreiber, Karin Leander, Simone Claudi-Boehm, Ci Song, Benjamin A. Goldstein, Stephen E. Epstein, Andreas Ziegler, Stanley L. Hazen, Arne Schäfer, Elin Grundberg, Sekar Kathiresan, John R. Thompson, Unnur Thorsteinsdottir, Muredach P. Reilly, Heribert Schunkert, Rory Collins, Thomas Quertermous, Jong-Young Lee, John Danesh, John C. Chambers, Marco M Ferrario, Carlos Iribarren, Claudia Langenberg, Hilma Holm, Rona J. Strawbridge, Alan S. Go, Cristen J. Willer, Ron Do, Emmi Tikkanen, Abbas Dehghan, Evelin Mihailov, Lindsay L. Waite, Patrick Diemert, Willem H. Ouwehand, Eric E. Schadt, Diana Rubin, David Altshuler, Marcus E. Kleber, Markus Perola, Alexandre F.R. Stewart, Jaspal S. Kooner, Themistocles L. Assimes, Inês Barroso, Bruna Gigante, Göran Hallmans, Marja-Liisa Lokki, Aki S. Havulinna, Anders Hamsten, Agneta Siegbahn, Lasse Folkersen, Erik Ingelsson, Martina E. Zimmermann, Colin N. A. Palmer, Paolo Brambilla, Ann-Christine Syvänen, Alun Evans, Åsa Johansson, John F. Peden, Alex S. F. Doney, Hugh Watkins, Johanna Kuusisto, Anders Lundmark, David G. Cox, Hyun Min Kang, Lars Lind, Krista Fischer, Markku S. Nieminen, Annette Peters, Norman Klopp, Stefan Gustafsson, Lars Wallentin, Nancy L. Pedersen, David-Alexandre Trégouët, Ulf de Faire, Deloukas, P, Kanoni, S, Willenborg, C, Farrall, M, Assimes, T, Thompson, J, Ingelsson, E, Saleheen, D, Erdmann, J, Goldstein, B, Stirrups, K, König, I, Cazier, J, Johansson, Å, Hall, A, Lee, J, Willer, C, Chambers, J, Esko, T, Folkersen, L, Goel, A, Grundberg, E, Havulinna, A, Ho, W, Hopewell, J, Eriksson, N, Kleber, M, Kristiansson, K, Lundmark, P, Lyytikäinen, L, Rafelt, S, Shungin, D, Strawbridge, R, Thorleifsson, G, Tikkanen, E, Van Zuydam, N, Voight, B, Waite, L, Zhang, W, Ziegler, A, Absher, D, Altshuler, D, Balmforth, A, Barroso, I, Braund, P, Burgdorf, C, Claudi Boehm, S, Cox, D, Dimitriou, M, Do, R, Doney, A, El Mokhtari, N, Eriksson, P, Fischer, K, Fontanillas, P, Franco Cereceda, A, Gigante, B, Groop, L, Gustafsson, S, Hager, J, Hallmans, G, Han, B, Hunt, S, Kang, H, Illig, T, Kessler, T, Knowles, J, Kolovou, J, Kuusisto, J, Langenberg, C, Langford, C, Leander, K, Lokki, M, Lundmark, A, Mccarthy, M, Meisinger, C, Melander, O, Mihailov, E, Maouche, S, Morris, A, Müller Nurasyid, M, Nikus, K, Peden, J, Rayner, N, Rasheed, A, Rosinger, S, Rubin, D, Rumpf, M, Schäfer, A, Sivananthan, M, Song, C, Stewart, A, Tan, S, Thorgeirsson, G, van der Schoot, C, Wagner, P, Wells, G, Wild, P, Yang, T, Amouyel, P, Arveiler, D, Basart, H, Boehnke, M, Boerwinkle, E, Brambilla, P, Cambien, F, Cupples, A, de Faire, U, Dehghan, A, Diemert, P, Epstein, S, Evans, A, Ferrario, M, Ferrières, J, Gauguier, D, Go, A, Goodall, A, Gudnason, V, Hazen, S, Holm, H, Iribarren, C, Jang, Y, Kähönen, M, Kee, F, Kim, H, Klopp, N, Koenig, W, Kratzer, W, Kuulasmaa, K, Laakso, M, Laaksonen, R, Lind, L, Ouwehand, W, Parish, S, Park, J, Pedersen, N, Peters, A, Quertermous, T, Rader, D, Salomaa, V, Schadt, E, Shah, S, Sinisalo, J, Stark, K, Stefansson, K, Trégouët, D, Virtamo, J, Wallentin, L, Wareham, N, Zimmermann, M, Nieminen, M, Hengstenberg, C, Sandhu, M, Pastinen, T, Syvänen, A, Hovingh, G, Dedoussis, G, Franks, P, Lehtimäki, T, Metspalu, A, Zalloua, P, Siegbahn, A, Schreiber, S, Ripatti, S, Blankenberg, S, Perola, M, Clarke, R, Boehm, B, O’Donnell, C, Reilly, M, März, W, Collins, R, Kathiresan, S, Hamsten, A, Kooner, J, Thorsteinsdottir, U, Danesh, J, Palmer, C, Roberts, R, Watkins, H, Schunkert, H, Samani, N, Landsteiner Laboratory, Clinical Haematology, Other departments, ACS - Amsterdam Cardiovascular Sciences, and Vascular Medicine

Subjects
Adult, Asian Continental Ancestry Group, Male, Candidate gene, BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, Population, European Continental Ancestry Group, Quantitative Trait Loci, CAD, Genome-wide association study, Single-nucleotide polymorphism, Coronary Artery Disease, 030204 cardiovascular system & hematology, Biology, Quantitative trait locus, Bioinformatics, Polymorphism, Single Nucleotide, Article, White People, coronary artery disease, risk loci, Cell Line, Coronary artery disease, 03 medical and health sciences, 0302 clinical medicine, Asian People, Risk Factors, medicine, Humans, genetics, Gene Regulatory Networks, Genetic Predisposition to Disease, cardiovascular diseases, Polymorphism, education, 030304 developmental biology, Genetic association, Aged, Genetics, 0303 health sciences, education.field_of_study, Adult, Aged, Asian Continental Ancestry Group, Cell Line, Coronary Artery Disease, genetics, European Continental Ancestry Group, genetics, Female, Gene Regulatory Networks, Genetic Predisposition to Disease, Genome-Wide Association Study, Humans, Male, Middle Aged, Polymorphism, Single Nucleotide, Quantitative Trait Loci, Risk Factors, Single Nucleotide, Middle Aged, medicine.disease, 3. Good health, Female, Genome-Wide Association Study
Abstract

Coronary artery disease (CAD) is the commonest cause of death. Here, we report an association analysis in 63,746 CAD cases and 130,681 controls identifying 15 loci reaching genome-wide significance, taking the number of susceptibility loci for CAD to 46, and a further 104 independent variants (r 2 < 0.2) strongly associated with CAD at a 5% false discovery rate (FDR). Together, these variants explain approximately 10.6% of CAD heritability. Of the 46 genome-wide significant lead SNPs, 12 show a significant association with a lipid trait, and 5 show a significant association with blood pressure, but none is significantly associated with diabetes. Network analysis with 233 candidate genes (loci at 10% FDR) generated 5 interaction networks comprising 85% of these putative genes involved in CAD. The four most significant pathways mapping to these networks are linked to lipid metabolism and inflammation, underscoring the causal role of these activities in the genetic etiology of CAD. Our study provides insights into the genetic basis of CAD and identifies key biological pathways. © 2013 Nature America, Inc. All rights reserved.

Published
2012
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5. The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals.

Author

Ehret GB, Ferreira T, Chasman DI, Jackson AU, Schmidt EM, Johnson T, Thorleifsson G, Luan J, Donnelly LA, Kanoni S, Petersen AK, Pihur V, Strawbridge RJ, Shungin D, Hughes MF, Meirelles O, Kaakinen M, Bouatia-Naji N, Kristiansson K, Shah S, Kleber ME, Guo X, Lyytikäinen LP, Fava C, Eriksson N, Nolte IM, Magnusson PK, Salfati EL, Rallidis LS, Theusch E, Smith AJP, Folkersen L, Witkowska K, Pers TH, Joehanes R, Kim SK, Lataniotis L, Jansen R, Johnson AD, Warren H, Kim YJ, Zhao W, Wu Y, Tayo BO, Bochud M, Absher D, Adair LS, Amin N, Arking DE, Axelsson T, Baldassarre D, Balkau B, Bandinelli S, Barnes MR, Barroso I, Bevan S, Bis JC, Bjornsdottir G, Boehnke M, Boerwinkle E, Bonnycastle LL, Boomsma DI, Bornstein SR, Brown MJ, Burnier M, Cabrera CP, Chambers JC, Chang IS, Cheng CY, Chines PS, Chung RH, Collins FS, Connell JM, Döring A, Dallongeville J, Danesh J, de Faire U, Delgado G, Dominiczak AF, Doney ASF, Drenos F, Edkins S, Eicher JD, Elosua R, Enroth S, Erdmann J, Eriksson P, Esko T, Evangelou E, Evans A, Fall T, Farrall M, Felix JF, Ferrières J, Ferrucci L, Fornage M, Forrester T, Franceschini N, Duran OHF, Franco-Cereceda A, Fraser RM, Ganesh SK, Gao H, Gertow K, Gianfagna F, Gigante B, Giulianini F, Goel A, Goodall AH, Goodarzi MO, Gorski M, Gräßler J, Groves C, Gudnason V, Gyllensten U, Hallmans G, Hartikainen AL, Hassinen M, Havulinna AS, Hayward C, Hercberg S, Herzig KH, Hicks AA, Hingorani AD, Hirschhorn JN, Hofman A, Holmen J, Holmen OL, Hottenga JJ, Howard P, Hsiung CA, Hunt SC, Ikram MA, Illig T, Iribarren C, Jensen RA, Kähönen M, Kang H, Kathiresan S, Keating BJ, Khaw KT, Kim YK, Kim E, Kivimaki M, Klopp N, Kolovou G, Komulainen P, Kooner JS, Kosova G, Krauss RM, Kuh D, Kutalik Z, Kuusisto J, Kvaløy K, Lakka TA, Lee NR, Lee IT, Lee WJ, Levy D, Li X, Liang KW, Lin H, Lin L, Lindström J, Lobbens S, Männistö S, Müller G, Müller-Nurasyid M, Mach F, Markus HS, Marouli E, McCarthy MI, McKenzie CA, Meneton P, Menni C, Metspalu A, Mijatovic V, Moilanen L, Montasser ME, Morris AD, Morrison AC, Mulas A, Nagaraja R, Narisu N, Nikus K, O'Donnell CJ, O'Reilly PF, Ong KK, Paccaud F, Palmer CD, Parsa A, Pedersen NL, Penninx BW, Perola M, Peters A, Poulter N, Pramstaller PP, Psaty BM, Quertermous T, Rao DC, Rasheed A, Rayner NWNWR, Renström F, Rettig R, Rice KM, Roberts R, Rose LM, Rossouw J, Samani NJ, Sanna S, Saramies J, Schunkert H, Sebert S, Sheu WH, Shin YA, Sim X, Smit JH, Smith AV, Sosa MX, Spector TD, Stančáková A, Stanton A, Stirrups KE, Stringham HM, Sundstrom J, Swift AJ, Syvänen AC, Tai ES, Tanaka T, Tarasov KV, Teumer A, Thorsteinsdottir U, Tobin MD, Tremoli E, Uitterlinden AG, Uusitupa M, Vaez A, Vaidya D, van Duijn CM, van Iperen EPA, Vasan RS, Verwoert GC, Virtamo J, Vitart V, Voight BF, Vollenweider P, Wagner A, Wain LV, Wareham NJ, Watkins H, Weder AB, Westra HJ, Wilks R, Wilsgaard T, Wilson JF, Wong TY, Yang TP, Yao J, Yengo L, Zhang W, Zhao JH, Zhu X, Bovet P, Cooper RS, Mohlke KL, Saleheen D, Lee JY, Elliott P, Gierman HJ, Willer CJ, Franke L, Hovingh GK, Taylor KD, Dedoussis G, Sever P, Wong A, Lind L, Assimes TL, Njølstad I, Schwarz PE, Langenberg C, Snieder H, Caulfield MJ, Melander O, Laakso M, Saltevo J, Rauramaa R, Tuomilehto J, Ingelsson E, Lehtimäki T, Hveem K, Palmas W, März W, Kumari M, Salomaa V, Chen YI, Rotter JI, Froguel P, Jarvelin MR, Lakatta EG, Kuulasmaa K, Franks PW, Hamsten A, Wichmann HE, Palmer CNA, Stefansson K, Ridker PM, Loos RJF, Chakravarti A, Deloukas P, Morris AP, Newton-Cheh C, and Munroe PB

Subjects
Asian People genetics, Black People genetics, Cells, Cultured, Genome-Wide Association Study, Humans, Hypertension genetics, Hypertension pathology, Microarray Analysis, Polymorphism, Single Nucleotide, Blood Pressure genetics
Abstract

To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 individuals were used for validation. We identified 66 blood pressure-associated loci, of which 17 were new; 15 harbored multiple distinct association signals. The 66 index SNPs were enriched for cis-regulatory elements, particularly in vascular endothelial cells, consistent with a primary role in blood pressure control through modulation of vascular tone across multiple tissues. The 66 index SNPs combined in a risk score showed comparable effects in 64,421 individuals of non-European descent. The 66-SNP blood pressure risk score was significantly associated with target organ damage in multiple tissues but with minor effects in the kidney. Our findings expand current knowledge of blood pressure-related pathways and highlight tissues beyond the classical renal system in blood pressure regulation.

Published
2016
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6. Genome-wide meta-analysis identifies 11 new loci for anthropometric traits and provides insights into genetic architecture.

Author

Berndt SI, Gustafsson S, Mägi R, Ganna A, Wheeler E, Feitosa MF, Justice AE, Monda KL, Croteau-Chonka DC, Day FR, Esko T, Fall T, Ferreira T, Gentilini D, Jackson AU, Luan J, Randall JC, Vedantam S, Willer CJ, Winkler TW, Wood AR, Workalemahu T, Hu YJ, Lee SH, Liang L, Lin DY, Min JL, Neale BM, Thorleifsson G, Yang J, Albrecht E, Amin N, Bragg-Gresham JL, Cadby G, den Heijer M, Eklund N, Fischer K, Goel A, Hottenga JJ, Huffman JE, Jarick I, Johansson Å, Johnson T, Kanoni S, Kleber ME, König IR, Kristiansson K, Kutalik Z, Lamina C, Lecoeur C, Li G, Mangino M, McArdle WL, Medina-Gomez C, Müller-Nurasyid M, Ngwa JS, Nolte IM, Paternoster L, Pechlivanis S, Perola M, Peters MJ, Preuss M, Rose LM, Shi J, Shungin D, Smith AV, Strawbridge RJ, Surakka I, Teumer A, Trip MD, Tyrer J, Van Vliet-Ostaptchouk JV, Vandenput L, Waite LL, Zhao JH, Absher D, Asselbergs FW, Atalay M, Attwood AP, Balmforth AJ, Basart H, Beilby J, Bonnycastle LL, Brambilla P, Bruinenberg M, Campbell H, Chasman DI, Chines PS, Collins FS, Connell JM, Cookson WO, de Faire U, de Vegt F, Dei M, Dimitriou M, Edkins S, Estrada K, Evans DM, Farrall M, Ferrario MM, Ferrières J, Franke L, Frau F, Gejman PV, Grallert H, Grönberg H, Gudnason V, Hall AS, Hall P, Hartikainen AL, Hayward C, Heard-Costa NL, Heath AC, Hebebrand J, Homuth G, Hu FB, Hunt SE, Hyppönen E, Iribarren C, Jacobs KB, Jansson JO, Jula A, Kähönen M, Kathiresan S, Kee F, Khaw KT, Kivimäki M, Koenig W, Kraja AT, Kumari M, Kuulasmaa K, Kuusisto J, Laitinen JH, Lakka TA, Langenberg C, Launer LJ, Lind L, Lindström J, Liu J, Liuzzi A, Lokki ML, Lorentzon M, Madden PA, Magnusson PK, Manunta P, Marek D, März W, Mateo Leach I, McKnight B, Medland SE, Mihailov E, Milani L, Montgomery GW, Mooser V, Mühleisen TW, Munroe PB, Musk AW, Narisu N, Navis G, Nicholson G, Nohr EA, Ong KK, Oostra BA, Palmer CN, Palotie A, Peden JF, Pedersen N, Peters A, Polasek O, Pouta A, Pramstaller PP, Prokopenko I, Pütter C, Radhakrishnan A, Raitakari O, Rendon A, Rivadeneira F, Rudan I, Saaristo TE, Sambrook JG, Sanders AR, Sanna S, Saramies J, Schipf S, Schreiber S, Schunkert H, Shin SY, Signorini S, Sinisalo J, Skrobek B, Soranzo N, Stančáková A, Stark K, Stephens JC, Stirrups K, Stolk RP, Stumvoll M, Swift AJ, Theodoraki EV, Thorand B, Tregouet DA, Tremoli E, Van der Klauw MM, van Meurs JB, Vermeulen SH, Viikari J, Virtamo J, Vitart V, Waeber G, Wang Z, Widén E, Wild SH, Willemsen G, Winkelmann BR, Witteman JC, Wolffenbuttel BH, Wong A, Wright AF, Zillikens MC, Amouyel P, Boehm BO, Boerwinkle E, Boomsma DI, Caulfield MJ, Chanock SJ, Cupples LA, Cusi D, Dedoussis GV, Erdmann J, Eriksson JG, Franks PW, Froguel P, Gieger C, Gyllensten U, Hamsten A, Harris TB, Hengstenberg C, Hicks AA, Hingorani A, Hinney A, Hofman A, Hovingh KG, Hveem K, Illig T, Jarvelin MR, Jöckel KH, Keinanen-Kiukaanniemi SM, Kiemeney LA, Kuh D, Laakso M, Lehtimäki T, Levinson DF, Martin NG, Metspalu A, Morris AD, Nieminen MS, Njølstad I, Ohlsson C, Oldehinkel AJ, Ouwehand WH, Palmer LJ, Penninx B, Power C, Province MA, Psaty BM, Qi L, Rauramaa R, Ridker PM, Ripatti S, Salomaa V, Samani NJ, Snieder H, Sørensen TI, Spector TD, Stefansson K, Tönjes A, Tuomilehto J, Uitterlinden AG, Uusitupa M, van der Harst P, Vollenweider P, Wallaschofski H, Wareham NJ, Watkins H, Wichmann HE, Wilson JF, Abecasis GR, Assimes TL, Barroso I, Boehnke M, Borecki IB, Deloukas P, Fox CS, Frayling T, Groop LC, Haritunian T, Heid IM, Hunter D, Kaplan RC, Karpe F, Moffatt MF, Mohlke KL, O'Connell JR, Pawitan Y, Schadt EE, Schlessinger D, Steinthorsdottir V, Strachan DP, Thorsteinsdottir U, van Duijn CM, Visscher PM, Di Blasio AM, Hirschhorn JN, Lindgren CM, Morris AP, Meyre D, Scherag A, McCarthy MI, Speliotes EK, North KE, Loos RJ, and Ingelsson E

Subjects
Body Mass Index, Case-Control Studies, Genotype, Humans, Meta-Analysis as Topic, Phenotype, Waist-Hip Ratio, White People genetics, Anthropometry, Body Height genetics, Genetic Predisposition to Disease, Genome-Wide Association Study, Obesity genetics, Polymorphism, Single Nucleotide genetics, Quantitative Trait Loci
Abstract

Approaches exploiting trait distribution extremes may be used to identify loci associated with common traits, but it is unknown whether these loci are generalizable to the broader population. In a genome-wide search for loci associated with the upper versus the lower 5th percentiles of body mass index, height and waist-to-hip ratio, as well as clinical classes of obesity, including up to 263,407 individuals of European ancestry, we identified 4 new loci (IGFBP4, H6PD, RSRC1 and PPP2R2A) influencing height detected in the distribution tails and 7 new loci (HNF4G, RPTOR, GNAT2, MRPS33P4, ADCY9, HS6ST3 and ZZZ3) for clinical classes of obesity. Further, we find a large overlap in genetic structure and the distribution of variants between traits based on extremes and the general population and little etiological heterogeneity between obesity subgroups.

Published
2013
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7. Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways.

Author

Scott RA, Lagou V, Welch RP, Wheeler E, Montasser ME, Luan J, Mägi R, Strawbridge RJ, Rehnberg E, Gustafsson S, Kanoni S, Rasmussen-Torvik LJ, Yengo L, Lecoeur C, Shungin D, Sanna S, Sidore C, Johnson PC, Jukema JW, Johnson T, Mahajan A, Verweij N, Thorleifsson G, Hottenga JJ, Shah S, Smith AV, Sennblad B, Gieger C, Salo P, Perola M, Timpson NJ, Evans DM, Pourcain BS, Wu Y, Andrews JS, Hui J, Bielak LF, Zhao W, Horikoshi M, Navarro P, Isaacs A, O'Connell JR, Stirrups K, Vitart V, Hayward C, Esko T, Mihailov E, Fraser RM, Fall T, Voight BF, Raychaudhuri S, Chen H, Lindgren CM, Morris AP, Rayner NW, Robertson N, Rybin D, Liu CT, Beckmann JS, Willems SM, Chines PS, Jackson AU, Kang HM, Stringham HM, Song K, Tanaka T, Peden JF, Goel A, Hicks AA, An P, Müller-Nurasyid M, Franco-Cereceda A, Folkersen L, Marullo L, Jansen H, Oldehinkel AJ, Bruinenberg M, Pankow JS, North KE, Forouhi NG, Loos RJ, Edkins S, Varga TV, Hallmans G, Oksa H, Antonella M, Nagaraja R, Trompet S, Ford I, Bakker SJ, Kong A, Kumari M, Gigante B, Herder C, Munroe PB, Caulfield M, Antti J, Mangino M, Small K, Miljkovic I, Liu Y, Atalay M, Kiess W, James AL, Rivadeneira F, Uitterlinden AG, Palmer CN, Doney AS, Willemsen G, Smit JH, Campbell S, Polasek O, Bonnycastle LL, Hercberg S, Dimitriou M, Bolton JL, Fowkes GR, Kovacs P, Lindström J, Zemunik T, Bandinelli S, Wild SH, Basart HV, Rathmann W, Grallert H, Maerz W, Kleber ME, Boehm BO, Peters A, Pramstaller PP, Province MA, Borecki IB, Hastie ND, Rudan I, Campbell H, Watkins H, Farrall M, Stumvoll M, Ferrucci L, Waterworth DM, Bergman RN, Collins FS, Tuomilehto J, Watanabe RM, de Geus EJ, Penninx BW, Hofman A, Oostra BA, Psaty BM, Vollenweider P, Wilson JF, Wright AF, Hovingh GK, Metspalu A, Uusitupa M, Magnusson PK, Kyvik KO, Kaprio J, Price JF, Dedoussis GV, Deloukas P, Meneton P, Lind L, Boehnke M, Shuldiner AR, van Duijn CM, Morris AD, Toenjes A, Peyser PA, Beilby JP, Körner A, Kuusisto J, Laakso M, Bornstein SR, Schwarz PE, Lakka TA, Rauramaa R, Adair LS, Smith GD, Spector TD, Illig T, de Faire U, Hamsten A, Gudnason V, Kivimaki M, Hingorani A, Keinanen-Kiukaanniemi SM, Saaristo TE, Boomsma DI, Stefansson K, van der Harst P, Dupuis J, Pedersen NL, Sattar N, Harris TB, Cucca F, Ripatti S, Salomaa V, Mohlke KL, Balkau B, Froguel P, Pouta A, Jarvelin MR, Wareham NJ, Bouatia-Naji N, McCarthy MI, Franks PW, Meigs JB, Teslovich TM, Florez JC, Langenberg C, Ingelsson E, Prokopenko I, and Barroso I

Subjects
Adult, Animals, Blood Glucose metabolism, Fasting blood, Fasting metabolism, Female, Gene Frequency, Humans, Insulin blood, Male, Mice, Osmolar Concentration, Blood Glucose genetics, Genome-Wide Association Study statistics & numerical data, Metabolic Networks and Pathways genetics, Quantitative Trait Loci physiology
Abstract

Through genome-wide association meta-analyses of up to 133,010 individuals of European ancestry without diabetes, including individuals newly genotyped using the Metabochip, we have increased the number of confirmed loci influencing glycemic traits to 53, of which 33 also increase type 2 diabetes risk (q < 0.05). Loci influencing fasting insulin concentration showed association with lipid levels and fat distribution, suggesting impact on insulin resistance. Gene-based analyses identified further biologically plausible loci, suggesting that additional loci beyond those reaching genome-wide significance are likely to represent real associations. This conclusion is supported by an excess of directionally consistent and nominally significant signals between discovery and follow-up studies. Functional analysis of these newly discovered loci will further improve our understanding of glycemic control.

Published
2012
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8. A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance.

Author

Manning AK, Hivert MF, Scott RA, Grimsby JL, Bouatia-Naji N, Chen H, Rybin D, Liu CT, Bielak LF, Prokopenko I, Amin N, Barnes D, Cadby G, Hottenga JJ, Ingelsson E, Jackson AU, Johnson T, Kanoni S, Ladenvall C, Lagou V, Lahti J, Lecoeur C, Liu Y, Martinez-Larrad MT, Montasser ME, Navarro P, Perry JR, Rasmussen-Torvik LJ, Salo P, Sattar N, Shungin D, Strawbridge RJ, Tanaka T, van Duijn CM, An P, de Andrade M, Andrews JS, Aspelund T, Atalay M, Aulchenko Y, Balkau B, Bandinelli S, Beckmann JS, Beilby JP, Bellis C, Bergman RN, Blangero J, Boban M, Boehnke M, Boerwinkle E, Bonnycastle LL, Boomsma DI, Borecki IB, Böttcher Y, Bouchard C, Brunner E, Budimir D, Campbell H, Carlson O, Chines PS, Clarke R, Collins FS, Corbatón-Anchuelo A, Couper D, de Faire U, Dedoussis GV, Deloukas P, Dimitriou M, Egan JM, Eiriksdottir G, Erdos MR, Eriksson JG, Eury E, Ferrucci L, Ford I, Forouhi NG, Fox CS, Franzosi MG, Franks PW, Frayling TM, Froguel P, Galan P, de Geus E, Gigante B, Glazer NL, Goel A, Groop L, Gudnason V, Hallmans G, Hamsten A, Hansson O, Harris TB, Hayward C, Heath S, Hercberg S, Hicks AA, Hingorani A, Hofman A, Hui J, Hung J, Jarvelin MR, Jhun MA, Johnson PC, Jukema JW, Jula A, Kao WH, Kaprio J, Kardia SL, Keinanen-Kiukaanniemi S, Kivimaki M, Kolcic I, Kovacs P, Kumari M, Kuusisto J, Kyvik KO, Laakso M, Lakka T, Lannfelt L, Lathrop GM, Launer LJ, Leander K, Li G, Lind L, Lindstrom J, Lobbens S, Loos RJ, Luan J, Lyssenko V, Mägi R, Magnusson PK, Marmot M, Meneton P, Mohlke KL, Mooser V, Morken MA, Miljkovic I, Narisu N, O'Connell J, Ong KK, Oostra BA, Palmer LJ, Palotie A, Pankow JS, Peden JF, Pedersen NL, Pehlic M, Peltonen L, Penninx B, Pericic M, Perola M, Perusse L, Peyser PA, Polasek O, Pramstaller PP, Province MA, Räikkönen K, Rauramaa R, Rehnberg E, Rice K, Rotter JI, Rudan I, Ruokonen A, Saaristo T, Sabater-Lleal M, Salomaa V, Savage DB, Saxena R, Schwarz P, Seedorf U, Sennblad B, Serrano-Rios M, Shuldiner AR, Sijbrands EJ, Siscovick DS, Smit JH, Small KS, Smith NL, Smith AV, Stančáková A, Stirrups K, Stumvoll M, Sun YV, Swift AJ, Tönjes A, Tuomilehto J, Trompet S, Uitterlinden AG, Uusitupa M, Vikström M, Vitart V, Vohl MC, Voight BF, Vollenweider P, Waeber G, Waterworth DM, Watkins H, Wheeler E, Widen E, Wild SH, Willems SM, Willemsen G, Wilson JF, Witteman JC, Wright AF, Yaghootkar H, Zelenika D, Zemunik T, Zgaga L, Wareham NJ, McCarthy MI, Barroso I, Watanabe RM, Florez JC, Dupuis J, Meigs JB, and Langenberg C

Subjects
Cholesterol, HDL metabolism, Diabetes Mellitus, Type 2 genetics, Genome-Wide Association Study, Humans, Blood Glucose metabolism, Body Mass Index, Insulin metabolism, Insulin Resistance genetics, Polymorphism, Single Nucleotide
Abstract

Recent genome-wide association studies have described many loci implicated in type 2 diabetes (T2D) pathophysiology and β-cell dysfunction but have contributed little to the understanding of the genetic basis of insulin resistance. We hypothesized that genes implicated in insulin resistance pathways might be uncovered by accounting for differences in body mass index (BMI) and potential interactions between BMI and genetic variants. We applied a joint meta-analysis approach to test associations with fasting insulin and glucose on a genome-wide scale. We present six previously unknown loci associated with fasting insulin at P < 5 × 10(-8) in combined discovery and follow-up analyses of 52 studies comprising up to 96,496 non-diabetic individuals. Risk variants were associated with higher triglyceride and lower high-density lipoprotein (HDL) cholesterol levels, suggesting a role for these loci in insulin resistance pathways. The discovery of these loci will aid further characterization of the role of insulin resistance in T2D pathophysiology.

Published
2012
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