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1. Genetic insights into resting heart rate and its role in cardiovascular disease.

Author

Vegte, Y.J. van de, Eppinga, R.N., Ende, M.Y. van der, Hagemeijer, Y.P., Mahendran, Y., Salfati, E., Smith, A.V., Tan, V.Y., Arking, D.E., Ntalla, I., Appel, E.V., Schurmann, C., Brody, J.A., Rueedi, R., Polasek, O., Sveinbjornsson, G., Lecoeur, C., Ladenvall, C., Zhao, J.H., Isaacs, A., Wang, L., Luan, Jian'an, Hwang, S.J., Mononen, N., Auro, K., Jackson, A.U., Bielak, L.F., Zeng, L., Shah, N., Nethander, M., Campbell, A., Rankinen, T., Pechlivanis, S., Qi, L., Zhao, Wei, Rizzi, F., Tanaka, T., Robino, A., Cocca, M., Lange, L., Müller-Nurasyid, M., Roselli, C., Zhang, W, Kleber, M.E., Guo, X., Lin, H.J., Pavani, F., Galesloot, T.E., Noordam, R., Milaneschi, Y., Schraut, K.E., Hoed, M. den, Degenhardt, F., Trompet, S., Berg, M.E. van den, Pistis, G., Tham, Y.C., Weiss, S., Sim, X.S., Li, H.L., Most, P.J. van der, Nolte, I.M., Lyytikäinen, L.P., Said, M.A., Witte, D.R., Iribarren, C., Launer, L., Ring, S.M., Vries, P.S. de, Sever, P., Linneberg, A., Bottinger, E.P., Padmanabhan, S., Psaty, B.M., Sotoodehnia, N., Kolcic, I., Arnar, D.O., Gudbjartsson, D.F., Holm, H., Balkau, B., Silva, C.T., Newton-Cheh, C.H., Nikus, K., Salo, P., Mohlke, K.L., Peyser, P.A., Schunkert, H., Lorentzon, M., Lahti, J., Rao, D.C., Cornelis, M.C., Faul, J.D., Smith, J.A., Stolarz-Skrzypek, K., Bandinelli, S., Concas, M.P., Sinagra, G., Meitinger, T., Waldenberger, M., Sinner, M.F., Strauch, K., Delgado, G.E., Taylor, K.D., Yao, J., Foco, L., Melander, O., Graaf, J. de, Mutsert, R. de, Geus, E.J.C. de, Johansson, Å., Joshi, P.K., Lind, L., Franke, A., Macfarlane, P.W., Tarasov, K.V., Tan, N., Felix, S.B., Tai, E.S., Quek, D.Q., Snieder, H., Ormel, J., Ingelsson, M., Lindgren, C., Morris, A.P., Raitakari, O.T., Hansen, T., Assimes, T., Gudnason, V., Timpson, N.J., Morrison, A.C., Munroe, P.B., Strachan, D.P., Grarup, N., Loos, R.J.F., Heckbert, S.R., Vollenweider, P., Hayward, C., Stefansson, K., Froguel, P., Groop, L., Wareham, N.J., Duijn, C.M. van, Feitosa, M.F., O'Donnell, C.J., Kähönen, M., Perola, M., Boehnke, M., Kardia, S.L.R., Erdmann, J., Palmer, C.N.A., Ohlsson, C., Porteous, D.J., Eriksson, J.G., Bouchard, C., Moebus, S., Kraft, P., Weir, D.R., Cusi, D., Ferrucci, L., Ulivi, S., Girotto, G., Correa, A., Kääb, S., Peters, A., Chambers, J.C., Kooner, J.S., März, W., Rotter, J.I., Hicks, A.A., Smith, J.G., Kiemeney, L.A.L.M., Mook-Kanamori, D.O., Penninx, B.W.J.H., Gyllensten, U., Wilson, J.F., Burgess, S., Sundström, J., Lieb, W., Jukema, J.W., Eijgelsheim, M., Lakatta, E.L.M., Cheng, C.Y., Dörr, M., Wong, T.Y., Sabanayagam, C., Oldehinkel, A.J., Riese, H., Lehtimäki, T., Verweij, N., Harst, P. van der, Vegte, Y.J. van de, Eppinga, R.N., Ende, M.Y. van der, Hagemeijer, Y.P., Mahendran, Y., Salfati, E., Smith, A.V., Tan, V.Y., Arking, D.E., Ntalla, I., Appel, E.V., Schurmann, C., Brody, J.A., Rueedi, R., Polasek, O., Sveinbjornsson, G., Lecoeur, C., Ladenvall, C., Zhao, J.H., Isaacs, A., Wang, L., Luan, Jian'an, Hwang, S.J., Mononen, N., Auro, K., Jackson, A.U., Bielak, L.F., Zeng, L., Shah, N., Nethander, M., Campbell, A., Rankinen, T., Pechlivanis, S., Qi, L., Zhao, Wei, Rizzi, F., Tanaka, T., Robino, A., Cocca, M., Lange, L., Müller-Nurasyid, M., Roselli, C., Zhang, W, Kleber, M.E., Guo, X., Lin, H.J., Pavani, F., Galesloot, T.E., Noordam, R., Milaneschi, Y., Schraut, K.E., Hoed, M. den, Degenhardt, F., Trompet, S., Berg, M.E. van den, Pistis, G., Tham, Y.C., Weiss, S., Sim, X.S., Li, H.L., Most, P.J. van der, Nolte, I.M., Lyytikäinen, L.P., Said, M.A., Witte, D.R., Iribarren, C., Launer, L., Ring, S.M., Vries, P.S. de, Sever, P., Linneberg, A., Bottinger, E.P., Padmanabhan, S., Psaty, B.M., Sotoodehnia, N., Kolcic, I., Arnar, D.O., Gudbjartsson, D.F., Holm, H., Balkau, B., Silva, C.T., Newton-Cheh, C.H., Nikus, K., Salo, P., Mohlke, K.L., Peyser, P.A., Schunkert, H., Lorentzon, M., Lahti, J., Rao, D.C., Cornelis, M.C., Faul, J.D., Smith, J.A., Stolarz-Skrzypek, K., Bandinelli, S., Concas, M.P., Sinagra, G., Meitinger, T., Waldenberger, M., Sinner, M.F., Strauch, K., Delgado, G.E., Taylor, K.D., Yao, J., Foco, L., Melander, O., Graaf, J. de, Mutsert, R. de, Geus, E.J.C. de, Johansson, Å., Joshi, P.K., Lind, L., Franke, A., Macfarlane, P.W., Tarasov, K.V., Tan, N., Felix, S.B., Tai, E.S., Quek, D.Q., Snieder, H., Ormel, J., Ingelsson, M., Lindgren, C., Morris, A.P., Raitakari, O.T., Hansen, T., Assimes, T., Gudnason, V., Timpson, N.J., Morrison, A.C., Munroe, P.B., Strachan, D.P., Grarup, N., Loos, R.J.F., Heckbert, S.R., Vollenweider, P., Hayward, C., Stefansson, K., Froguel, P., Groop, L., Wareham, N.J., Duijn, C.M. van, Feitosa, M.F., O'Donnell, C.J., Kähönen, M., Perola, M., Boehnke, M., Kardia, S.L.R., Erdmann, J., Palmer, C.N.A., Ohlsson, C., Porteous, D.J., Eriksson, J.G., Bouchard, C., Moebus, S., Kraft, P., Weir, D.R., Cusi, D., Ferrucci, L., Ulivi, S., Girotto, G., Correa, A., Kääb, S., Peters, A., Chambers, J.C., Kooner, J.S., März, W., Rotter, J.I., Hicks, A.A., Smith, J.G., Kiemeney, L.A.L.M., Mook-Kanamori, D.O., Penninx, B.W.J.H., Gyllensten, U., Wilson, J.F., Burgess, S., Sundström, J., Lieb, W., Jukema, J.W., Eijgelsheim, M., Lakatta, E.L.M., Cheng, C.Y., Dörr, M., Wong, T.Y., Sabanayagam, C., Oldehinkel, A.J., Riese, H., Lehtimäki, T., Verweij, N., and Harst, P. van der

Abstract

Contains fulltext : 296013.pdf (Publisher’s version ) (Open Access), Resting heart rate is associated with cardiovascular diseases and mortality in observational and Mendelian randomization studies. The aims of this study are to extend the number of resting heart rate associated genetic variants and to obtain further insights in resting heart rate biology and its clinical consequences. A genome-wide meta-analysis of 100 studies in up to 835,465 individuals reveals 493 independent genetic variants in 352 loci, including 68 genetic variants outside previously identified resting heart rate associated loci. We prioritize 670 genes and in silico annotations point to their enrichment in cardiomyocytes and provide insights in their ECG signature. Two-sample Mendelian randomization analyses indicate that higher genetically predicted resting heart rate increases risk of dilated cardiomyopathy, but decreases risk of developing atrial fibrillation, ischemic stroke, and cardio-embolic stroke. We do not find evidence for a linear or non-linear genetic association between resting heart rate and all-cause mortality in contrast to our previous Mendelian randomization study. Systematic alteration of key differences between the current and previous Mendelian randomization study indicates that the most likely cause of the discrepancy between these studies arises from false positive findings in previous one-sample MR analyses caused by weak-instrument bias at lower P-value thresholds. The results extend our understanding of resting heart rate biology and give additional insights in its role in cardiovascular disease development.

Published
2023

6. Smoking-by-genotype interaction in type 2 diabetes risk and fasting glucose

Author

Wu, P. (Peitao), Rybin, D. (Denis), Bielak, L.F. (Lawrence F.), Feitosa, M.F. (Mary Furlan), Franceschini, N. (Nora), Li, Y. (Yize), Lu, Y. (Yingchang), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Noordam, R. (Raymond), Raghavan, S. (Sridharan), Rose, L.M. (Lynda M.), Schwander, K., Smith, A.V. (Albert V.), Tajuddin, S.M. (Salman M.), Vojinović, D. (Dina), Amin, N. (Najaf), Arnett, D.K. (Donna K.), Bottinger, E.P. (Erwin), Demirkan, A. (Ayşe), Sijbrands, E.J.G. (Eric), Ghanbari, M. (Mohsen), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Liu, J. (Jingmin), Liu, J. (Jun), Mook-Kanamori, D.O. (Dennis O.), Murray, A.D. (Alison D.), Nalls, M.A. (Michael), Peyser, P.A. (Patricia A.), Uitterlinden, A.G. (André), Voortman, R.G. (Trudy), Bouchard, C. (Claude), Chasman, D.I. (Daniel), Correa, D.D., Mutsert, R. (Reneé) de, Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Kao, L. (Linda), Kardia, S.L.R. (Sharon), Kooperberg, C. (Charles), Loos, R.J.F. (Ruth), Province, M.M. (Michael M.), Rankinen, T. (Tuomo), Allison, M.A. (Matthew), Jarvelin, M.-R. (Marjo-Riitta), Rotter, J.I. (Jerome I.), Siscovick, D. (David), Smith, B.H. (Blair), Duijn, C.M. (Cornelia) van, Zonderman, A.B. (Alan B.), Rao, D.C. (D. C.), Wilson, J.F. (James), Dupuis, J. (Josée), Meigs, J.B. (James), Liu, C.-T. (Ching-Ti), Vassy, J.L. (Jason L.), Wu, P. (Peitao), Rybin, D. (Denis), Bielak, L.F. (Lawrence F.), Feitosa, M.F. (Mary Furlan), Franceschini, N. (Nora), Li, Y. (Yize), Lu, Y. (Yingchang), Marten, J. (Jonathan), Musani, S.K. (Solomon K.), Noordam, R. (Raymond), Raghavan, S. (Sridharan), Rose, L.M. (Lynda M.), Schwander, K., Smith, A.V. (Albert V.), Tajuddin, S.M. (Salman M.), Vojinović, D. (Dina), Amin, N. (Najaf), Arnett, D.K. (Donna K.), Bottinger, E.P. (Erwin), Demirkan, A. (Ayşe), Sijbrands, E.J.G. (Eric), Ghanbari, M. (Mohsen), Harris, T.B. (Tamara B.), Launer, L.J. (Lenore), Liu, J. (Jingmin), Liu, J. (Jun), Mook-Kanamori, D.O. (Dennis O.), Murray, A.D. (Alison D.), Nalls, M.A. (Michael), Peyser, P.A. (Patricia A.), Uitterlinden, A.G. (André), Voortman, R.G. (Trudy), Bouchard, C. (Claude), Chasman, D.I. (Daniel), Correa, D.D., Mutsert, R. (Reneé) de, Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Hayward, C. (Caroline), Kao, L. (Linda), Kardia, S.L.R. (Sharon), Kooperberg, C. (Charles), Loos, R.J.F. (Ruth), Province, M.M. (Michael M.), Rankinen, T. (Tuomo), Allison, M.A. (Matthew), Jarvelin, M.-R. (Marjo-Riitta), Rotter, J.I. (Jerome I.), Siscovick, D. (David), Smith, B.H. (Blair), Duijn, C.M. (Cornelia) van, Zonderman, A.B. (Alan B.), Rao, D.C. (D. C.), Wilson, J.F. (James), Dupuis, J. (Josée), Meigs, J.B. (James), Liu, C.-T. (Ching-Ti), and Vassy, J.L. (Jason L.)

Abstract

Smoking is a potentially causal behavioral risk factor for type 2 diabetes (T2D), but not all smokers develop T2D. It is unknown whether genetic factors partially explain this variation. We performed genome-environment-wide interaction studies to identify loci exhibiting potential interaction with baseline smoking status (ever vs. never) on incident T2D and fasting glucose (FG). Analyses were performed in participants of European (EA) and African ancestry (AA) separately. Discovery analyses were conducted using genotype data from the 50,000-single-nucleotide polymorphism (SNP) ITMAT-Broad-CARe (IBC) array in 5 cohorts from from the Candidate Gene Association Resource Consortium (n = 23,189). Replication was performed in up to 16 studies from the Cohorts for Heart Aging Research in Genomic Epidemiology Consortium (n = 74,584). In meta-analysis of discovery and replication estimates, 5 SNPs met at least one criterion for potential interaction with smoking on incident T2D at p<1x10-7 (adjusted for multiple hypothesis-testing with the IBC array). Two SNPs had significant joint effects in the overall model and significant main effects only in one smoking stratum: rs140637 (FBN1) in AA individuals had a significant main effect only among smokers, and rs1444261 (closest gene C2orf63) in EA individuals had a significant main effect only among nonsmokers. Three additional SNPs were identified as having potential interaction by exhibiting a significant main effects only in smokers: rs1801232 (CUBN) in AA individuals, rs12243326 (TCF7L2) in EA individuals, and rs4132670 (TCF7L2) in EA individuals. No SNP met significance for potential interaction with smoking on baseline FG. The identification of these loci provides evidence for genetic interactions with smoking exposure that may explain some of the heterogeneity in the association between smoking and T2D.

Published
2020
Full Text
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7. Smoking-by-genotype interaction in type 2 diabetes risk and fasting glucose

Author

Wu, PT, Rybin, D, Bielak, LF, Feitosa, MF, Franceschini, N, Li, YZ, Lu, YC, Marten, J, Musani, S, Noordam, R, Raghavan, S, Rose, L, Schwander, K, Smith, AV, Tajuddin, S M, Vojinovic, Dina, Amin, Najaf, Arnett, D, Bottinger, EP, Demirkan, Ayse, Florez, J, Ghanbari, Mohsen, Harris, TB, Launer, LJ, Liu, JM, Liu, Jun, Mook-Kanamori, DO, Murray, AD, Nalls, M, Peyser, PA, Uitterlinden, André, Voortman, Trudy, Bouchard, C, Chasman, D, Correa, A, de Mutsert, R, Evans, MK, Gudnason, V, Hayward, C, Kao, L, Kardia, SLR, Kooperberg, C, Loos, RJ, Province, M, Rankinen, T, Redline, S, Ridker, P, Rotter, J, Siscovick, D, Smith, BH, Duijn, Cornelia, Zonderman, AB, Rao, DC, Wilson, J, Dupuis, J, Meigs, JB, Liu, CT, Vassy, JL, Wu, PT, Rybin, D, Bielak, LF, Feitosa, MF, Franceschini, N, Li, YZ, Lu, YC, Marten, J, Musani, S, Noordam, R, Raghavan, S, Rose, L, Schwander, K, Smith, AV, Tajuddin, S M, Vojinovic, Dina, Amin, Najaf, Arnett, D, Bottinger, EP, Demirkan, Ayse, Florez, J, Ghanbari, Mohsen, Harris, TB, Launer, LJ, Liu, JM, Liu, Jun, Mook-Kanamori, DO, Murray, AD, Nalls, M, Peyser, PA, Uitterlinden, André, Voortman, Trudy, Bouchard, C, Chasman, D, Correa, A, de Mutsert, R, Evans, MK, Gudnason, V, Hayward, C, Kao, L, Kardia, SLR, Kooperberg, C, Loos, RJ, Province, M, Rankinen, T, Redline, S, Ridker, P, Rotter, J, Siscovick, D, Smith, BH, Duijn, Cornelia, Zonderman, AB, Rao, DC, Wilson, J, Dupuis, J, Meigs, JB, Liu, CT, and Vassy, JL

Published
2020

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

Author

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. 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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

19. Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration

Author

Noordam, R. (Raymond), Bos, M.M. (Maxime M.), Wang, H. (Heming), Winkler, T.W. (Thomas W.), Bentley, A.R. (Amy), Kilpeläinen, T.O. (Tuomas O.), Vries, P.S. (Paul) de, Sung, Y.J. (Yun Ju), Schwander, K., Cade, B., Manning, A.K. (Alisa), Aschard, H. (Hugues), Brown, M.R., Chen, H. (Han), Franceschini, N. (Nora), Musani, S.K. (Solomon K.), Richard, M. (Melissa), Vojinović, D. (Dina), Aslibekyan, S. (Stella), Bartz, T.M. (Traci M.), de Las Fuentes, L. (Lisa), Feitosa, M.F. (Mary Furlan), Horimoto, A.R. (Andrea R.), Ilkov, M. (Marjan), Kho, M. (Minjung), Kraja, A. (Aldi), Li, C. (Changwei), Lim, E. (Elise), Liu, Y. (YongMei), Mook-Kanamori, D.O. (Dennis O.), Rankinen, T. (Tuomo), Tajuddin, S.M. (Salman M.), Spek, A. (Ashley) van der, Wang, Z. (Zhe), Marten, J. (Jonathan), Laville, V. (Vincent), Alver, M. (Maris), Evangelou, E. (Evangelos), Graff, M.E. (Maria E.), He, M. (Meian), Kuhnel, B. (Brigitte), Lyytikäinen, L.-P. (Leo-Pekka), Marques-Vidal, P. (Pedro), Nolte, I.M. (Ilja), Palmer, N.D. (Nicholette), Rauramaa, R. (Rainer), Shu, X.-O. (Xiao-Ou), Snieder, H. (Harold), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Adolfo, C. (Correa), Ballantyne, C. (Christie), Bielak, L.F. (Lawrence F.), Biermasz, N.R., Boerwinkle, E.A. (Eric), Dimou, N. (Niki), Eiriksdottir, G. (Gudny), Gao, C. (Chuan), Gharib, S.A. (Sina), Gottlieb, D.J. (Daniel J.), Haba-Rubio, J. (José), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heinzer, R. (Raphaël), Hixson, J.E. (James E.), Homuth, G. (Georg), Ikram, M.A. (Arfan), Komulainen, P. (Pirjo), Krieger, J.E. (José), Lee, J. (Jiwon), Liu, J. (Jingmin), Lohman, K.K. (Kurt K.), Luik, A.I. (Annemarie), Mägi, R. (Reedik), Martin, L.W. (Lisa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Nalls, M.A. (Michael), O´Connell, J.R., Peters, A. (Annette), Peyser, P.A. (Patricia A.), Raitakari, O. (Olli), Reiner, A. (Alexander), Rensen, P.C.N. (Patrick), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Roenneberg, T., Rotter, J.I. (Jerome I.), Schreiner, P.J. (Pamela), Shikany, J. (James), Sidney, S.S. (Stephen S.), Sims, M. (Mario), Sitlani, C.M. (Colleen M.), Sofer, T. (Tamar), Strauch, K. (Konstantin), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Völzke, H. (Henry), Waldenberger, M. (Melanie), Wallance, R.B. (Robert B.), van Dijk, K.W. (Ko Willems), Yu, C. (Caizheng), Zonderman, A.B. (Alan B.), Becker, D.M. (Diane), Elliott, P. (Paul), Esko, T. (Tõnu), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), North, K.E. (Kari), Penninx, B.W.J.H. (Brenda), Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wu, T. (Tangchun), Xiang, Y.-B. (Yong-Bing), Zheng, W. (Wei), Arnett, D.K. (Donna), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Kardia, S.L.R. (Sharon), Kelly, T.N. (Tanika N.), Kritchevsky, S.B. (Stephen), Loos, R.J.F. (Ruth), Pereira, A. (A.), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rotimi, C. (Charles), Zhu, X. (Xiaofeng), Amin, N. (Najaf), Cupples, L.A. (L Adrienne), Fornage, M. (Myriam), Fox, E.F. (Ervin F.), Guo, X. (Xiuqing), Gauderman, W.J. (W James), Rice, K.M. (Kenneth), Kooperberg, C. (Charles), Munroe, P. (Patricia), Liu, C.-T. (Ching-Ti), Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Heemst, D. (Diana) van, Redline, S. (Susan), Noordam, R. (Raymond), Bos, M.M. (Maxime M.), Wang, H. (Heming), Winkler, T.W. (Thomas W.), Bentley, A.R. (Amy), Kilpeläinen, T.O. (Tuomas O.), Vries, P.S. (Paul) de, Sung, Y.J. (Yun Ju), Schwander, K., Cade, B., Manning, A.K. (Alisa), Aschard, H. (Hugues), Brown, M.R., Chen, H. (Han), Franceschini, N. (Nora), Musani, S.K. (Solomon K.), Richard, M. (Melissa), Vojinović, D. (Dina), Aslibekyan, S. (Stella), Bartz, T.M. (Traci M.), de Las Fuentes, L. (Lisa), Feitosa, M.F. (Mary Furlan), Horimoto, A.R. (Andrea R.), Ilkov, M. (Marjan), Kho, M. (Minjung), Kraja, A. (Aldi), Li, C. (Changwei), Lim, E. (Elise), Liu, Y. (YongMei), Mook-Kanamori, D.O. (Dennis O.), Rankinen, T. (Tuomo), Tajuddin, S.M. (Salman M.), Spek, A. (Ashley) van der, Wang, Z. (Zhe), Marten, J. (Jonathan), Laville, V. (Vincent), Alver, M. (Maris), Evangelou, E. (Evangelos), Graff, M.E. (Maria E.), He, M. (Meian), Kuhnel, B. (Brigitte), Lyytikäinen, L.-P. (Leo-Pekka), Marques-Vidal, P. (Pedro), Nolte, I.M. (Ilja), Palmer, N.D. (Nicholette), Rauramaa, R. (Rainer), Shu, X.-O. (Xiao-Ou), Snieder, H. (Harold), Weiss, S. (Stefan), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Adolfo, C. (Correa), Ballantyne, C. (Christie), Bielak, L.F. (Lawrence F.), Biermasz, N.R., Boerwinkle, E.A. (Eric), Dimou, N. (Niki), Eiriksdottir, G. (Gudny), Gao, C. (Chuan), Gharib, S.A. (Sina), Gottlieb, D.J. (Daniel J.), Haba-Rubio, J. (José), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heinzer, R. (Raphaël), Hixson, J.E. (James E.), Homuth, G. (Georg), Ikram, M.A. (Arfan), Komulainen, P. (Pirjo), Krieger, J.E. (José), Lee, J. (Jiwon), Liu, J. (Jingmin), Lohman, K.K. (Kurt K.), Luik, A.I. (Annemarie), Mägi, R. (Reedik), Martin, L.W. (Lisa), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Nalls, M.A. (Michael), O´Connell, J.R., Peters, A. (Annette), Peyser, P.A. (Patricia A.), Raitakari, O. (Olli), Reiner, A. (Alexander), Rensen, P.C.N. (Patrick), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Roenneberg, T., Rotter, J.I. (Jerome I.), Schreiner, P.J. (Pamela), Shikany, J. (James), Sidney, S.S. (Stephen S.), Sims, M. (Mario), Sitlani, C.M. (Colleen M.), Sofer, T. (Tamar), Strauch, K. (Konstantin), Swertz, M.A. (Morris A.), Taylor, K.D. (Kent), Uitterlinden, A.G. (André), Duijn, C.M. (Cornelia) van, Völzke, H. (Henry), Waldenberger, M. (Melanie), Wallance, R.B. (Robert B.), van Dijk, K.W. (Ko Willems), Yu, C. (Caizheng), Zonderman, A.B. (Alan B.), Becker, D.M. (Diane), Elliott, P. (Paul), Esko, T. (Tõnu), Gieger, C. (Christian), Grabe, H.J. (Hans Jörgen), Lakka, T.A. (Timo), Lehtimäki, T. (Terho), North, K.E. (Kari), Penninx, B.W.J.H. (Brenda), Vollenweider, P. (Peter), Wagenknecht, L.E. (Lynne), Wu, T. (Tangchun), Xiang, Y.-B. (Yong-Bing), Zheng, W. (Wei), Arnett, D.K. (Donna), Bouchard, C. (Claude), Evans, M.K. (Michele), Gudnason, V. (Vilmundur), Kardia, S.L.R. (Sharon), Kelly, T.N. (Tanika N.), Kritchevsky, S.B. (Stephen), Loos, R.J.F. (Ruth), Pereira, A. (A.), Province, M.A. (Mike), Psaty, B.M. (Bruce), Rotimi, C. (Charles), Zhu, X. (Xiaofeng), Amin, N. (Najaf), Cupples, L.A. (L Adrienne), Fornage, M. (Myriam), Fox, E.F. (Ervin F.), Guo, X. (Xiuqing), Gauderman, W.J. (W James), Rice, K.M. (Kenneth), Kooperberg, C. (Charles), Munroe, P. (Patricia), Liu, C.-T. (Ching-Ti), Morrison, A.C. (Alanna), Rao, D.C. (Dabeeru C.), Heemst, D. (Diana) van, and Redline, S. (Susan)

Abstract

Both short and long sleep are associated with an adverse lipid profile, likely through different biological pathways. To elucidate the biology of sleep-associated adverse lipid profile, we conduct multi-ancestry genome-wide sleep-SNP interaction analyses on three lipid traits (HDL-c, LDL-c and triglycerides). In the total study sample (discovery + replication) of 126,926 individuals from 5 different ancestry groups, when considering either long or short total sleep time interactions in joint analyses, we identify 49 previously unreported lipid loci, and 10 additional previously unreported lipid loci in a restricted sample of European-ancestry cohorts. In addition, we identify new gene-sleep interactions for known lipid loci such as LPL and PCSK9. The previously unreported lipid loci have a modest explained variance in lipid levels: most notable, gene-short-sleep interactions explain 4.25% of the variance in triglyceride level. Collectively, these findings contribute to our understanding of the biological mechanisms involved in sleep-associated adverse lipid profiles.

Published
2019
Full Text
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20. Multiancestry Genome-Wide Association Study of Lipid Levels Incorporating Gene-Alcohol Interactions

Author

Vries, P.S. (Paul) de, Brown, M.R., Bentley, A.R. (Amy), Sung, Y.J. (Yun J.), Winkler, T.W. (Thomas W.), Ntalla, I. (Ioanna), Schwander, K., Kraja, A. (Aldi), Guo, X. (Xiuqing), Franceschini, N. (Nora), Cheng, C.-Y. (Ching-Yu), Sim, X. (Xueling), Vojinović, D. (Dina), Huffman, J.E. (Jennifer E.), Musani, S.K. (Solomon K.), Li, C. (Changwei), Feitosa, M.F. (Mary Furlan), Richard, M.A. (Melissa A.), Noordam, R. (Raymond), Aschard, H. (Hugues), Bartz, T.M. (Traci M.), Bielak, L.F. (Lawrence F.), Deng, X. (Xuan), Dorajoo, R. (Rajkumar), Lohman, K.K. (Kurt K.), Manning, A.K. (Alisa), Rankinen, T. (Tuomo), Smith, A.V. (Albert), Tajuddin, S.M. (Salman M.), Evangelou, E. (Evangelos), Graff, M.J. (Maud J.L.), Alver, M. (Maris), Boissel, M. (Mathilde), Chai, J.F. (Jin Fang), Chen, X. (Xu), Divers, J. (Jasmin), Gandin, I. (Ilaria), Gao, C. (Chuan), Goel, A. (Anuj), Hagemeijer, Y. (Yanick), Harris, S.E. (Sarah), Hartwig, F.P. (Fernando P.), He, M. (Meian), Horimoto, A.R.V.R. (Andrea R V R), Hsu, F.-C. (Fang-Chi), Jackson, A.U. (Anne), Kasturiratne, A. (Anuradhani), Komulainen, P. (Pirjo), Kuhnel, B. (Brigitte), Laguzzi, F. (Federica), Lee, J.H. (Joseph H.), Luan, J. (Jian'an), Lyytikäinen, L.-P. (Leo-Pekka), Matoba, N. (Nana), Nolte, I.M. (Ilja), Pietzner, M. (Maik), Riaz, M. (Muhammad), Said, M.A. (M Abdullah), Scott, R.A. (Robert), Sofer, T. (Tamar), Stancáková, A. (Alena), Takeuchi, F. (Fumihiko), Tayo, B. (Bamidele), Most, P.J. (Peter) van der, Varga, T.V. (Tibor V.), Wang, Y. (Yajuan), Ware, E.B. (Erin B.), Wen, W. (Wanqing), Yanek, L.R. (Lisa), Zhang, W. (Weihua), Zhao, J.H. (Jing Hua), Afaq, S. (Saima), Amin, N. (Najaf), Amini, M. (Marzyeh), Arking, D.E. (Dan), Aung, T. (Tin), Ballantyne, C. (Christie), Boerwinkle, E.A. (Eric), Broeckel, U. (Ulrich), Campbell, A. (Archie), Canouil, M. (Mickaël), Charumathi, S. (Sabanayagam), Chen, Y.D.I. (Yii-Der Ida), Connell, J. (John), Faire, U. (Ulf) de, de Las Fuentes, L. (Lisa), Mutsert, R. (Reneé) de, de Silva, H.J. (H Janaka), Ding, J. (Jingzhong), Dominiczak, A.F. (Anna F.), Duan, Q. (Qing), Eaton, C.B. (Charles B.), Eppinga, R.N. (Ruben N.), Faul, J.D. (Jessica D.), Fisher, V. (Virginia), Forrester, T. (Terrence), Franco, O.H. (Oscar), Friedlander, Y. (Yechiel), Ghanbari, M. (Mohsen), Giulianini, F. (Franco), Grabe, H.J. (Hans Jörgen), Grove, M.L. (Megan), Gu, C. (Charles), Harris, T.B. (Tamara), Heikkinen, S. (Sami), Heng, C.K. (Chew-Kiat), Hirata, M. (Makoto), Hixson, J.E. (James E.), Howard, B.V. (Barbara V.), Ikram, M.A. (Arfan), Jacobs, D.R. (David R.), Johnson, C. (Craig), Jonas, J.B., Kammerer, C.M. (Candace), Katsuya, T. (Tomohiro), Khor, C.C., Kilpeläinen, T.O. (Tuomas O.), Koh, W.-P. (Woon-Puay), Koistinen, H.A. (Heikki A.), Kolcic, I. (Ivana), Kooperberg, C. (Charles), Krieger, J.E. (José), Kritchevsky, S.B. (Steve B.), Kubo, M. (Michiaki), Kuusisto, J. (Johanna), Lakka, T.A. (Timo), Langefeld, C.D. (Carl), Langenberg, C. (Claudia), Launer, L.J. (Lenore), Lehne, B. (Benjamin), Lemaitre, R.N. (Rozenn ), Li, Y. (Yize), Liang, J. (Jingjing), Liu, J. (Jianjun), Liu, K. (Kiang), Loh, M. (Marie), Louie, T. (Tin), Mägi, R. (Reedik), Manichaikul, A.W. (Ani W.), McKenzie, C.A. (Colin A.), Meitinger, T. (Thomas), Metspalu, A. (Andres), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mohlke, K.L. (Karen L.), Mosley, T.H. (Thomas H.), Mukamal, K. (Kenneth), Nalls, M.A. (Michael), Nauck, M. (Matthias), Nelson, C.P. (Christopher P.), Sotoodehnia, N. (Nona), O´Connell, J.R., Palmer, N.D. (Nicholette), Pazoki, R. (Raha), Pedersen, N.L. (Nancy), Peters, A. (Annette), Peyser, P.A. (Patricia A.), Polasek, O. (Ozren), Poulter, N.R. (Neil), Raffel, L.J. (Leslie J.), Raitakari, O. (Olli), Reiner, A.P. (Alex P.), Rice, T.K. (Treva K.), Rich, S.S. (Stephen), Robino, A. (Antonietta), Robinson, J.G. (Jennifer), Rose, L.M. (Lynda M.), Rudan, I. (Igor), Schmidt, C.O. (Carsten O.), Schreiner, P.J. (Pamela), Scott, W.R. (William R.), Sever, P. (Peter), Shi, Y. 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Abstract

A person's lipid profile is influenced by genetic variants and alcohol consumption, but the contribution of interactions between these exposures has not been studied. We therefore incorporated gene-alcohol interactions into a multiancestry genome-wide association study of levels of high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides. We included 45 studies in stage 1 (genome-wide discovery) and 66 studies in stage 2 (focused follow-up), for a total of 394,584 individuals from 5 ancestry groups. Analyses covered the period July 2014-November 2017. Genetic main effects and interaction effects were jointly assessed by means of a 2-degrees-of-freedom (df) test, and a 1-df test was used to assess the interaction effects alone. Variants at 495 loci were at least suggestively associated (P < 1 × 10-6) with lipid levels in stage 1 and were evaluated in stage 2, followed by combined analyses of stage 1 and stage 2. In the combined analysis of stages 1 and 2, a total of 147 independent loci were associated with lipid levels at P < 5 × 10-8 using 2-df tests, of which 18 were novel. No genome-wide-significant associations were found testing the interaction effect alone. The novel loci included several genes (proprotein convertase subtilisin/kexin type 5 (PCSK5), vascular endothelial growth factor B (VEGFB), and apolipoprotein B mRNA editing enzyme, catalytic polypeptide 1 (APOBEC1) complementation factor (A1CF)) that have a putative role in lipid metabolism on the basis of existing evidence from cellular and experimental models.

Published
2019
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24. Functional dimorphism of two hAgRP promoter SNPs in linkage disequilibrium

Author

Rankinen, T., Bai, F., Charbonneau, C., Argyropoulos, G., Belsham, D.D., Rao, D.C., and Bouchard, C.

Subjects
Dimorphism (Biology) -- Research, Intermedin -- Research, Genetic research, Health
Abstract

The agouti related protein (AgRP) exerts its anabolic effects on food intake by antagonizing the alpha-melanocyte stimulating hormone at its receptors that are melanocortin receptors 3 and 4 (MC3R and MC4R). The functional impact of SNP was assessed by examining the promoter activity of the region(-3165/-2962) containing the SNP.

Published
2004

50. Biological interpretation of genome-wide association studies using predicted gene functions

Author

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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, APH - Amsterdam Public Health, AMS - Amsterdam Movement Sciences, Geriatrics, Other departments, ACS - Amsterdam Cardiovascular Sciences, Vascular Medicine, Pers, Th, Karjalainen, Jm, Westra, Hj, Wood, Ar, Lui, Jc, Speliotes, Ek, Hirschhorn, Jn, and Faculty of Health Sciences

Subjects
Cell type, Candidate gene, BIO/12 - BIOCHIMICA CLINICA E BIOLOGIA MOLECOLARE CLINICA, LOCI, General Physics and Astronomy, Genome-wide association study, Disease, Computational biology, Biology, Research Support, General Biochemistry, Genetics and Molecular Biology, Article, DISEASE, N.I.H, CANDIDATE GENES, Genome-Wide Association Study/methods, Software, HEIGHT, Research Support, N.I.H., Extramural, Genetics, Journal Article, NETWORK, Non-U.S. Gov't, Gene, COMMON, Intramural, ARCHITECTURE, Biochemistry, Genetics and Molecular Biology (all), Multidisciplinary, IDENTIFICATION, ta1184, Research Support, Non-U.S. Gov't, Gene sets, Extramural, General Chemistry, ta3121, Research Support, N.I.H., Intramural, Phenotype, 3142 Public health care science, environmental and occupational health, Biological sciences, DATA SETS, Urological cancers Radboud Institute for Health Sciences [Radboudumc 15], Identification (biology), INTEGRATION, Genome-Wide Association Study
Abstract

Article, 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., published version, http://purl.org/eprint/status/PeerReviewed

Published
2015

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