398 results on '"Homuth G"'
Search Results
2. Atrial fibrillation and rapid acute pacing regulate adipocyte/adipositas-related gene expression in the atria
- Author
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Chilukoti, R.K., Giese, A., Malenke, W., Homuth, G., Bukowska, A., Goette, A., Felix, S.B., Kanaan, J., Wollert, H.-G., Evert, K., Verheule, S., Jais, P., Hatem, S.N., Lendeckel, U., and Wolke, C.
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- 2015
- Full Text
- View/download PDF
3. Meta-analysis of genome-wide association studies of anxiety disorders
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Otowa, T, Hek, K, Lee, M, Byrne, E M, Mirza, S S, Nivard, M G, Bigdeli, T, Aggen, S H, Adkins, D, Wolen, A, Fanous, A, Keller, M C, Castelao, E, Kutalik, Z, der Auwera, S V, Homuth, G, Nauck, M, Teumer, A, Milaneschi, Y, Hottenga, J-J, Direk, N, Hofman, A, Uitterlinden, A, Mulder, C L, Henders, A K, Medland, S E, Gordon, S, Heath, A C, Madden, P A F, Pergadia, M L, van der Most, P J, Nolte, I M, van Oort, F V A, Hartman, C A, Oldehinkel, A J, Preisig, M, Grabe, H J, Middeldorp, C M, Penninx, B W J H, Boomsma, D, Martin, N G, Montgomery, G, Maher, B S, van den Oord, E J, Wray, N R, Tiemeier, H, and Hettema, J M
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- 2016
- Full Text
- View/download PDF
4. Genome-wide interaction study with major depression identifies novel variants associated with cognitive function
- Author
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Thalamuthu, A, Mills, NT, Berger, K, Minnerup, H, Grotegerd, D, Dannlowski, U, Meinert, S, Opel, N, Repple, J, Gruber, M, Stein, F, Brosch, K, Meller, T, Pfarr, J-K, Forstner, AJ, Hoffmann, P, Nothen, MM, Witt, S, Rietschel, M, Kircher, T, Adams, M, McIntosh, AM, Porteous, DJ, Deary, IJ, Hayward, C, Campbell, A, Grabe, HJ, Teumer, A, Homuth, G, Van der Auwera-Palitschka, S, Schubert, KO, Baune, BT, Thalamuthu, A, Mills, NT, Berger, K, Minnerup, H, Grotegerd, D, Dannlowski, U, Meinert, S, Opel, N, Repple, J, Gruber, M, Stein, F, Brosch, K, Meller, T, Pfarr, J-K, Forstner, AJ, Hoffmann, P, Nothen, MM, Witt, S, Rietschel, M, Kircher, T, Adams, M, McIntosh, AM, Porteous, DJ, Deary, IJ, Hayward, C, Campbell, A, Grabe, HJ, Teumer, A, Homuth, G, Van der Auwera-Palitschka, S, Schubert, KO, and Baune, BT
- Abstract
Major Depressive Disorder (MDD) often is associated with significant cognitive dysfunction. We conducted a meta-analysis of genome-wide interaction of MDD and cognitive function using data from four large European cohorts in a total of 3510 MDD cases and 6057 controls. In addition, we conducted analyses using polygenic risk scores (PRS) based on data from the Psychiatric Genomics Consortium (PGC) on the traits of MDD, Bipolar disorder (BD), Schizophrenia (SCZ), and mood instability (MIN). Functional exploration contained gene expression analyses and Ingenuity Pathway Analysis (IPA®). We identified a set of significantly interacting single nucleotide polymorphisms (SNPs) between MDD and the genome-wide association study (GWAS) of cognitive domains of executive function, processing speed, and global cognition. Several of these SNPs are located in genes expressed in brain, with important roles such as neuronal development (REST), oligodendrocyte maturation (TNFRSF21), and myelination (ARFGEF1). IPA® identified a set of core genes from our dataset that mapped to a wide range of canonical pathways and biological functions (MPO, FOXO1, PDE3A, TSLP, NLRP9, ADAMTS5, ROBO1, REST). Furthermore, IPA® identified upstream regulator molecules and causal networks impacting on the expression of dataset genes, providing a genetic basis for further clinical exploration (vitamin D receptor, beta-estradiol, tadalafil). PRS of MIN and meta-PRS of MDD, MIN and SCZ were significantly associated with all cognitive domains. Our results suggest several genes involved in physiological processes for the development and maintenance of cognition in MDD, as well as potential novel therapeutic agents that could be explored in patients with MDD associated cognitive dysfunction.
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- 2022
5. Genetic variants associated with longitudinal changes in brain structure across the lifespan
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Brouwer, RM, Klein, M, Grasby, KL, Schnack, HG, Jahanshad, N, Teeuw, J, Thomopoulos, SI, Sprooten, E, Franz, CE, Gogtay, N, Kremen, WS, Panizzon, MS, Olde Loohuis, LM, Whelan, CD, Aghajani, M, Alloza, C, Alanaes, D, Artiges, E, Ayesa-Arriola, R, Barker, GJ, Bastin, ME, Blok, E, Boen, E, Breukelaar, IA, Bright, JK, Buimer, EEL, Bulow, R, Cannon, DM, Ciufolini, S, Crossley, NA, Damatac, CG, Dazzan, P, de Mol, CL, de Zwarte, SMC, Desrivieres, S, Diaz-Caneja, CM, Doan, NT, Dohm, K, Froehner, JH, Goltermann, J, Grigis, A, Grotegerd, D, Han, LKM, Harris, MA, Hartman, CA, Heany, SJ, Heindel, W, Heslenfeld, DJ, Hohmann, S, Ittermann, B, Jansen, PR, Janssen, J, Jia, T, Jiang, J, Jockwitz, C, Karali, T, Keeser, D, Koevoets, MGJC, Lenroot, RK, Malchow, B, Mandl, RCW, Medel, V, Meinert, S, Morgan, CA, Muehleisen, TW, Nabulsi, L, Opel, N, de la Foz, VO-G, Overs, BJ, Paillere Martinot, M-L, Redlich, R, Marques, TR, Repple, J, Roberts, G, Roshchupkin, GV, Setiaman, N, Shumskaya, E, Stein, F, Sudre, G, Takahashi, S, Thalamuthu, A, Tordesillas-Gutierrez, D, van der Lugt, A, van Haren, NEM, Wardlaw, JM, Wen, W, Westeneng, H-J, Wittfeld, K, Zhu, AH, Zugman, A, Armstrong, NJ, Bonfiglio, G, Bralten, J, Dalvie, S, Davies, G, Di Forti, M, Ding, L, Donohoe, G, Forstner, AJ, Gonzalez-Penas, J, Guimaraes, JPOFT, Homuth, G, Hottenga, J-J, Knol, MJ, Kwok, JBJ, Le Hellard, S, Mather, KA, Milaneschi, Y, Morris, DW, Noethen, MM, Papiol, S, Rietschel, M, Santoro, ML, Steen, VM, Stein, JL, Streit, F, Tankard, RM, Teumer, A, van 't Ent, D, van der Meer, D, van Eijk, KR, Vassos, E, Vazquez-Bourgon, J, Witt, SH, Adams, HHH, Agartz, I, Ames, D, Amunts, K, Andreassen, OA, Arango, C, Banaschewski, T, Baune, BT, Belangero, SI, Bokde, ALW, Boomsma, DI, Bressan, RA, Brodaty, H, Buitelaar, JK, Cahn, W, Caspers, S, Cichon, S, Crespo-Facorro, B, Cox, SR, Dannlowski, U, Elvsashagen, T, Espeseth, T, Falkai, PG, Fisher, SE, Flor, H, Fullerton, JM, Garavan, H, Gowland, PA, Grabe, HJ, Hahn, T, Heinz, A, Hillegers, M, Hoare, J, Hoekstra, PJ, Ikram, MA, Jackowski, AP, Jansen, A, Jonsson, EG, Kahn, RS, Kircher, T, Korgaonkar, MS, Krug, A, Lemaitre, H, Malt, UF, Martinot, J-L, McDonald, C, Mitchell, PB, Muetzel, RL, Murray, RM, Nees, F, Nenadic, I, Oosterlaan, J, Ophoff, RA, Pan, PM, Penninx, BWJH, Poustka, L, Sachdev, PS, Salum, GA, Schofield, PR, Schumann, G, Shaw, P, Sim, K, Smolka, MN, Stein, DJ, Trollor, JN, van den Berg, LH, Veldink, JH, Walter, H, Westlye, LT, Whelan, R, White, T, Wright, MJ, Medland, SE, Franke, B, Thompson, PM, Hulshoff Pol, HE, Brouwer, RM, Klein, M, Grasby, KL, Schnack, HG, Jahanshad, N, Teeuw, J, Thomopoulos, SI, Sprooten, E, Franz, CE, Gogtay, N, Kremen, WS, Panizzon, MS, Olde Loohuis, LM, Whelan, CD, Aghajani, M, Alloza, C, Alanaes, D, Artiges, E, Ayesa-Arriola, R, Barker, GJ, Bastin, ME, Blok, E, Boen, E, Breukelaar, IA, Bright, JK, Buimer, EEL, Bulow, R, Cannon, DM, Ciufolini, S, Crossley, NA, Damatac, CG, Dazzan, P, de Mol, CL, de Zwarte, SMC, Desrivieres, S, Diaz-Caneja, CM, Doan, NT, Dohm, K, Froehner, JH, Goltermann, J, Grigis, A, Grotegerd, D, Han, LKM, Harris, MA, Hartman, CA, Heany, SJ, Heindel, W, Heslenfeld, DJ, Hohmann, S, Ittermann, B, Jansen, PR, Janssen, J, Jia, T, Jiang, J, Jockwitz, C, Karali, T, Keeser, D, Koevoets, MGJC, Lenroot, RK, Malchow, B, Mandl, RCW, Medel, V, Meinert, S, Morgan, CA, Muehleisen, TW, Nabulsi, L, Opel, N, de la Foz, VO-G, Overs, BJ, Paillere Martinot, M-L, Redlich, R, Marques, TR, Repple, J, Roberts, G, Roshchupkin, GV, Setiaman, N, Shumskaya, E, Stein, F, Sudre, G, Takahashi, S, Thalamuthu, A, Tordesillas-Gutierrez, D, van der Lugt, A, van Haren, NEM, Wardlaw, JM, Wen, W, Westeneng, H-J, Wittfeld, K, Zhu, AH, Zugman, A, Armstrong, NJ, Bonfiglio, G, Bralten, J, Dalvie, S, Davies, G, Di Forti, M, Ding, L, Donohoe, G, Forstner, AJ, Gonzalez-Penas, J, Guimaraes, JPOFT, Homuth, G, Hottenga, J-J, Knol, MJ, Kwok, JBJ, Le Hellard, S, Mather, KA, Milaneschi, Y, Morris, DW, Noethen, MM, Papiol, S, Rietschel, M, Santoro, ML, Steen, VM, Stein, JL, Streit, F, Tankard, RM, Teumer, A, van 't Ent, D, van der Meer, D, van Eijk, KR, Vassos, E, Vazquez-Bourgon, J, Witt, SH, Adams, HHH, Agartz, I, Ames, D, Amunts, K, Andreassen, OA, Arango, C, Banaschewski, T, Baune, BT, Belangero, SI, Bokde, ALW, Boomsma, DI, Bressan, RA, Brodaty, H, Buitelaar, JK, Cahn, W, Caspers, S, Cichon, S, Crespo-Facorro, B, Cox, SR, Dannlowski, U, Elvsashagen, T, Espeseth, T, Falkai, PG, Fisher, SE, Flor, H, Fullerton, JM, Garavan, H, Gowland, PA, Grabe, HJ, Hahn, T, Heinz, A, Hillegers, M, Hoare, J, Hoekstra, PJ, Ikram, MA, Jackowski, AP, Jansen, A, Jonsson, EG, Kahn, RS, Kircher, T, Korgaonkar, MS, Krug, A, Lemaitre, H, Malt, UF, Martinot, J-L, McDonald, C, Mitchell, PB, Muetzel, RL, Murray, RM, Nees, F, Nenadic, I, Oosterlaan, J, Ophoff, RA, Pan, PM, Penninx, BWJH, Poustka, L, Sachdev, PS, Salum, GA, Schofield, PR, Schumann, G, Shaw, P, Sim, K, Smolka, MN, Stein, DJ, Trollor, JN, van den Berg, LH, Veldink, JH, Walter, H, Westlye, LT, Whelan, R, White, T, Wright, MJ, Medland, SE, Franke, B, Thompson, PM, and Hulshoff Pol, HE
- Abstract
Human brain structure changes throughout the lifespan. Altered brain growth or rates of decline are implicated in a vast range of psychiatric, developmental and neurodegenerative diseases. In this study, we identified common genetic variants that affect rates of brain growth or atrophy in what is, to our knowledge, the first genome-wide association meta-analysis of changes in brain morphology across the lifespan. Longitudinal magnetic resonance imaging data from 15,640 individuals were used to compute rates of change for 15 brain structures. The most robustly identified genes GPR139, DACH1 and APOE are associated with metabolic processes. We demonstrate global genetic overlap with depression, schizophrenia, cognitive functioning, insomnia, height, body mass index and smoking. Gene set findings implicate both early brain development and neurodegenerative processes in the rates of brain changes. Identifying variants involved in structural brain changes may help to determine biological pathways underlying optimal and dysfunctional brain development and aging.
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- 2022
6. Multi-phenotype analyses of hemostatic traits with cardiovascular events reveal novel genetic associations
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Temprano-Sagrera, G, Sitlani, CM, Bone, WP, Martin-Bornez, M, Voight, BF, Morrison, AC, Damrauer, SM, de Vries, PS, Smith, NL, Sabater-Lleal, M, Krupinksi, J, Dehghan, A, Heath, AS, Reiner, AP, Johnson, A, Richmond, A, Peters, A, van Hylckama Vlieg, A, McKnight, B, Psaty, BM, Hayward, C, Ward-Caviness, C, O’Donnell, C, Chasman, D, Strachan, DP, Tregouet, DA, Mook-Kanamori, D, Gill, D, Thibord, F, Asselbergs, FW, Leebeek, FWG, Rosendaal, FR, Davies, G, Homuth, G, Temprano, G, Campbell, H, Taylor, HA, Bressler, J, Huffman, JE, Rotter, JI, Yao, J, Wilson, JF, Bis, JC, Hahn, JM, Desch, KC, Wiggins, KL, Raffield, LM, Bielak, LF, Yanek, LR, Kleber, ME, Mueller, M, Kavousi, M, Mangino, M, Liu, M, Brown, MR, Conomos, MP, Jhun, MA, Chen, MH, de Maat, MPM, Pankratz, N, Peyser, PA, Elliot, P, Wei, P, Wild, PS, Morange, PE, van der Harst, P, Yang, Q, Le, NQ, Marioni, R, Li, R, Cox, SR, Trompet, S, Felix, SB, Völker, U, Tang, W, Koenig, W, Jukema, JW, Guo, X, Lindstrom, S, Wang, L, Smith, EN, Gordon, W, de Andrade, M, Brody, JA, Pattee, JW, Haessler, J, Brumpton, BM, Chasman, DI, Suchon, P, Turman, C, Germain, M, MacDonald, J, Braekkan, SK, Armasu, SM, Temprano-Sagrera, G, Sitlani, CM, Bone, WP, Martin-Bornez, M, Voight, BF, Morrison, AC, Damrauer, SM, de Vries, PS, Smith, NL, Sabater-Lleal, M, Krupinksi, J, Dehghan, A, Heath, AS, Reiner, AP, Johnson, A, Richmond, A, Peters, A, van Hylckama Vlieg, A, McKnight, B, Psaty, BM, Hayward, C, Ward-Caviness, C, O’Donnell, C, Chasman, D, Strachan, DP, Tregouet, DA, Mook-Kanamori, D, Gill, D, Thibord, F, Asselbergs, FW, Leebeek, FWG, Rosendaal, FR, Davies, G, Homuth, G, Temprano, G, Campbell, H, Taylor, HA, Bressler, J, Huffman, JE, Rotter, JI, Yao, J, Wilson, JF, Bis, JC, Hahn, JM, Desch, KC, Wiggins, KL, Raffield, LM, Bielak, LF, Yanek, LR, Kleber, ME, Mueller, M, Kavousi, M, Mangino, M, Liu, M, Brown, MR, Conomos, MP, Jhun, MA, Chen, MH, de Maat, MPM, Pankratz, N, Peyser, PA, Elliot, P, Wei, P, Wild, PS, Morange, PE, van der Harst, P, Yang, Q, Le, NQ, Marioni, R, Li, R, Cox, SR, Trompet, S, Felix, SB, Völker, U, Tang, W, Koenig, W, Jukema, JW, Guo, X, Lindstrom, S, Wang, L, Smith, EN, Gordon, W, de Andrade, M, Brody, JA, Pattee, JW, Haessler, J, Brumpton, BM, Chasman, DI, Suchon, P, Turman, C, Germain, M, MacDonald, J, Braekkan, SK, and Armasu, SM
- Abstract
Background: Multi-phenotype analysis of genetically correlated phenotypes can increase the statistical power to detect loci associated with multiple traits, leading to the discovery of novel loci. This is the first study to date to comprehensively analyze the shared genetic effects within different hemostatic traits, and between these and their associated disease outcomes. Objectives: To discover novel genetic associations by combining summary data of correlated hemostatic traits and disease events. Methods: Summary statistics from genome wide-association studies (GWAS) from seven hemostatic traits (factor VII [FVII], factor VIII [FVIII], von Willebrand factor [VWF] factor XI [FXI], fibrinogen, tissue plasminogen activator [tPA], plasminogen activator inhibitor 1 [PAI-1]) and three major cardiovascular (CV) events (venous thromboembolism [VTE], coronary artery disease [CAD], ischemic stroke [IS]), were combined in 27 multi-trait combinations using metaUSAT. Genetic correlations between phenotypes were calculated using Linkage Disequilibrium Score Regression (LDSC). Newly associated loci were investigated for colocalization. We considered a significance threshold of 1.85 × 10−9 obtained after applying Bonferroni correction for the number of multi-trait combinations performed (n = 27). Results: Across the 27 multi-trait analyses, we found 4 novel pleiotropic loci (XXYLT1, KNG1, SUGP1/MAU2, TBL2/MLXIPL) that were not significant in the original individual datasets, were not described in previous GWAS for the individual traits, and that presented a common associated variant between the studied phenotypes. Conclusions: The discovery of four novel loci contributes to the understanding of the relationship between hemostasis and CV events and elucidate common genetic factors between these traits.
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- 2022
7. Elucidating mechanisms of genetic cross-disease associations at the PROCR vascular disease locus (vol 13, 1222, 2022)
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Stacey, D, Chen, LY, Stanczyk, PJ, Howson, JMM, Mason, AM, Burgess, S, MacDonald, S, Langdown, J, McKinney, H, Downes, K, Farahi, N, Peters, JE, Basu, S, Pankow, JS, Tang, WH, Pankratz, N, Sabater-Lleal, M, de Vries, PS, Smith, NL, Dehghan, A, Heath, AS, Morrison, AC, Reiner, AP, Johnson, A, Richmond, A, Peters, A, Vlieg, AV, McKnight, B, Psaty, BM, Hayward, C, Ward-Caviness, C, O'Donnell, C, Chasman, D, Strachan, DP, Tregouet, DA, Mook-Kanamori, D, Gill, D, Thibord, F, Asselbergs, FW, Leebeek, FWG, Rosendaal, FR, Davies, G, Homuth, G, Temprano, G, Campbell, H, Taylor, HA, Bressler, J, Huffman, JE, Rotter, JI, Yao, J, Wilson, JF, Bis, JC, Hahn, JM, Desch, KC, Wiggins, KL, Raffield, LM, Bielak, LF, Yanek, LR, Kleber, ME, Mueller, M, Kavousi, M, Mangino, M, Conomos, MP, Liu, ML, Brown, MR, Jhun, MA, Chen, MH, de Maat, MPM, Peyser, PA, Elliot, P, Wei, P, Wild, PS, Morange, PE, van der Harst, P, Yang, Q, Le, NQ, Marioni, R, Li, RF, Damrauer, SM, Cox, SR, Trompet, S, Felix, SB, Volker, U, Koenig, W, Jukema, JW, Guo, XQ, Gelinas, AD, Schneider, DJ, Janjic, N, Samani, NJ, Ye, S, Summers, C, Chilvers, ER, Danesh, J, and Paul, DS
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- 2022
8. Assessment of Bidirectional Relationships Between Physical Activity and Depression Among Adults A 2-Sample Mendelian Randomization Study
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Choi, K.W., Chen, C.Y., Stein, M.B., Klimentidis, Y.C., Wang, M.J., Koenen, K.C., Smoller, J.W., Wray, N.R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Agerbo, E., Air, T., Andlauer, T.F.M., Bacanu, S.A., Baekvad-Hansen, M., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenschon, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Hvarregaard, J., Christensen, J.H., Clarke, T.K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G.E., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Grove, J., Hall, L.S., Hansen, C.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Hougaard, D.M., Ising, M., Jansen, R., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W., Krogh, J., Kutalik, Z., Li, Y.H., Lind, P.A., MacIntyre, D.J., MacKinnon, D.F., Maier, R.M., Marchini, J., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Pedersen, C.B., Pedersen, M.G., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P., Riley, B.P., Rivera, M., Saeed, S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Stefansson, H., Steinberg, S., Streit, F., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thomson, P.A., Thorgeirsson, T.E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y.P., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.L.S., Yang, J., Zhang, F.T., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Hayward, C., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Mors, O., Mortensen, P.B., Nordentoft, M., Nothen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Stefansson, K., Tiemeier, H., Uher, R., Volzke, H., Weissman, M.M., Werge, T., Lewis, C.M., Levinson, D.F., Breen, G., Borglum, A.D., Sullivan, P.F., Major Depressive Disorder Working, Epidemiology, Internal Medicine, Child and Adolescent Psychiatry / Psychology, Psychiatry, Biological Psychology, APH - Methodology, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, and Adult Psychiatry
- Subjects
Adult ,DISORDER ,medicine.medical_specialty ,Genome-wide association study ,EXERCISE ,CAUSALITY ,03 medical and health sciences ,0302 clinical medicine ,SDG 3 - Good Health and Well-being ,PEOPLE ,Internal medicine ,Accelerometry ,Mendelian randomization ,SCHIZOPHRENIA ,Humans ,Medicine ,ANXIETY ,Exercise ,RISK ,Depressive Disorder, Major ,business.industry ,Case-control study ,SEDENTARY BEHAVIOR ,Mendelian Randomization Analysis ,Odds ratio ,ASSOCIATION ,Protective Factors ,medicine.disease ,030227 psychiatry ,Psychiatry and Mental health ,Sample size determination ,Case-Control Studies ,Meta-analysis ,Major depressive disorder ,Self Report ,business ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Importance: Increasing evidence shows that physical activity is associated with reduced risk for depression, pointing to a potential modifiable target for prevention. However, the causality and direction of this association are not clear; physical activity may protect against depression, and/or depression may result in decreased physical activity.Objective: To examine bidirectional relationships between physical activity and depression using a genetically informed method for assessing potential causal inference.Design, Setting, and Participants: This 2-sample mendelian randomization (MR) used independent top genetic variants associated with 2 physical activity phenotypes-self-reported (n = 377 234) and objective accelerometer-based (n = 91 084)-and with major depressive disorder (MDD) (n = 143 265) as genetic instruments from the largest available, nonoverlapping genome-wide association studies (GWAS). GWAS were previously conducted in diverse observational cohorts, including the UK Biobank (for physical activity) and participating studies in the Psychiatric Genomics Consortium (for MDD) among adults of European ancestry. Mendelian randomization estimates from each genetic instrument were combined using inverse variance weighted meta-analysis, with alternate methods (eg, weighted median, MR Egger, MR-Pleiotropy Residual Sum and Outlier [PRESSO]) and multiple sensitivity analyses to assess horizontal pleiotropy and remove outliers. Data were analyzed from May 10 through July 31, 2018.Main Outcomes and Measures: MDD and physical activity.Results: GWAS summary data were available for a combined sample size of 611 583 adult participants. Mendelian randomization evidence suggested a protective relationship between accelerometer-based activity and MDD (odds ratio [OR], 0.74 for MDD per 1-SD increase in mean acceleration; 95% CI, 0.59-0.92; P = .006). In contrast, there was no statistically significant relationship between MDD and accelerometer-based activity (β = -0.08 in mean acceleration per MDD vs control status; 95% CI, -0.47 to 0.32; P = .70). Furthermore, there was no significant relationship between self-reported activity and MDD (OR, 1.28 for MDD per 1-SD increase in metabolic-equivalent minutes of reported moderate-to-vigorous activity; 95% CI, 0.57-3.37; P = .48), or between MDD and self-reported activity (β = 0.02 per MDD in standardized metabolic-equivalent minutes of reported moderate-to-vigorous activity per MDD vs control status; 95% CI, -0.008 to 0.05; P = .15).Conclusions and Relevance: Using genetic instruments identified from large-scale GWAS, robust evidence supports a protective relationship between objectively assessed-but not self-reported-physical activity and the risk for MDD. Findings point to the importance of objective measurement of physical activity in epidemiologic studies of mental health and support the hypothesis that enhancing physical activity may be an effective prevention strategy for depression.
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- 2019
9. Genome-wide association study of circulating interleukin 6 levels identifies novel loci
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Ahluwalia, T.S., Prins, B.P., Abdollahi, M., Armstrong, N.J., Aslibekyan, S., Bain, L., Jefferis, B., Baumert, J., Beekman, M., Ben-Shlomo, Y., Bis, J.C., Mitchell, B.D., Geus, E. de, Delgado, G.E., Marek, D., Eriksson, J., Kajantie, E., Kanoni, S., Kemp, J.P., Lu, C., Marioni, R.E., McLachlan, S., Milaneschi, Y., Nolte, I.M., Petrelis, A.M., Porcu, E., Sabater-Lleal, M., Naderi, E., Seppala, I., Shah, T., Singhal, G., Standl, M., Teumer, A., Thalamuthu, A., Thiering, E., Trompet, S., Ballantyne, C.M., Benjamin, E.J., Casas, J.P., Toben, C., Dedoussis, G., Deelen, J., Durda, P., Engmann, J., Feitosa, M.F., Grallert, H., Hammarstedt, A., Harris, S.E., Homuth, G., Hottenga, J.J., Jalkanen, S., Jamshidi, Y., Jawahar, M.C., Jess, T., Kivimaki, M., Kleber, M.E., Lahti, J., Liu, Y., Marques-Vidal, P., Mellstrom, D., Mooijaart, S.P., Muller-Nurasyid, M., Penninx, B., Revez, J.A., Rossing, P., Raikkonen, K., Sattar, N., Scharnagl, H., Sennblad, B., Silveira, A., St Pourcain, B., Timpson, N.J., Trollor, J., Dongen, J. van, Heemst, D. van, Visvikis-Siest, S., Vollenweider, P., Volker, U., Waldenberger, M., Willemsen, G., Zabaneh, D., Morris, R.W., Arnett, D.K., Baune, B.T., Boomsma, D.I., Chang, Y.P.C., Deary, I.J., Deloukas, P., Eriksson, J.G., Evans, D.M., Ferreira, M.A., Gaunt, T., Gudnason, V., Hamsten, A., Heinrich, J., Hingorani, A., Humphries, S.E., Jukema, J.W., Koenig, W., Kumari, M., Kutalik, Z., Lawlor, D.A., Lehtimaki, T., Marz, W., Mather, K.A., Naitza, S., Nauck, M., Ohlsson, C., Price, J.F., Raitakari, O., Rice, K., Sachdev, P.S., Slagboom, E., Sorensen, T.I.A., Spector, T., Stacey, D., Stathopoulou, M.G., Tanaka, T., Wannamethee, S.G., Whincup, P., Rotter, J.I., Dehghan, A., Boerwinkle, E., Psaty, B.M., Snieder, H., Alizadeh, B.Z., and CHARGE Inflammation Working Grp
- Abstract
Interleukin 6 (IL-6) is a multifunctional cytokine with both pro- and anti-inflammatory properties with a heritability estimate of up to 61%. The circulating levels of IL-6 in blood have been associated with an increased risk of complex disease pathogenesis. We conducted a two-staged, discovery and replication meta genome-wide association study (GWAS) of circulating serum IL-6 levels comprising up to 67428 (n(discovery)=52654 and n(replication)=14774) individuals of European ancestry. The inverse variance fixed effects based discovery meta-analysis, followed by replication led to the identification of two independent loci, IL1F10/IL1RN rs6734238 on chromosome (Chr) 2q14, (P-combined=1.8x10(-11)), HLA-DRB1/DRB5 rs660895 on Chr6p21 (P-combined=1.5x10(-10)) in the combined meta-analyses of all samples. We also replicated the IL6R rs4537545 locus on Chr1q21 (P-combined=1.2x10(-122)). Our study identifies novel loci for circulating IL-6 levels uncovering new immunological and inflammatory pathways that may influence IL-6 pathobiology.
- Published
- 2021
10. Genome-Wide Association Study of Circulating Interleukin 6 Levels Identifies Novel Loci
- Author
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Ahluwalia, TS, Prins, BP, Abdollahi, M, Armstrong, NJ, Aslibekyan, S, Bain, L, Jefferis, B, Baumert, J, Beekman, M, Ben-Shlomo, Y, Bis, JC, Mitchell, BD, de Geus, E, Delgado, GE, Marek, D, Eriksson, J, Kajantie, E, Kanoni, S, Kemp, JP, Lu, C, Marioni, RE, McLachlan, S, Milaneschi, Y, Nolte, IM, Petrelis, AM, Porcu, E, Sabater-Lleal, M, Naderi, E, Seppälä, I, Shah, T, Singhal, G, Standl, M, Teumer, A, Thalamuthu, A, Thiering, E, Trompet, S, Ballantyne, CM, Benjamin, EJ, Casas, JP, Toben, C, Dedoussis, G, Deelen, J, Durda, P, Engmann, J, Feitosa, MF, Grallert, H, Hammarstedt, A, Harris, SE, Homuth, G, Hottenga, J-J, Jalkanen, S, Jamshidi, Y, Jawahar, MC, Jess, T, Kivimaki, M, Kleber, ME, Lahti, J, Liu, Y, Marques-Vidal, P, Mellström, D, Mooijaart, SP, Müller-Nurasyid, M, Penninx, B, Revez, JA, Rossing, P, Räikkönen, K, Sattar, N, Scharnagl, H, Sennblad, B, Silveira, A, Pourcain, BS, Timpson, NJ, Trollor, J, CHARGE Inflammation Working Group, van Dongen, J, Van Heemst, D, Visvikis-Siest, S, Vollenweider, P, Völker, U, Waldenberger, M, Willemsen, G, Zabaneh, D, Morris, RW, Arnett, DK, Baune, BT, Boomsma, DI, Chang, Y-PC, Deary, IJ, Deloukas, P, Eriksson, JG, Evans, DM, Ferreira, MA, Gaunt, T, Gudnason, V, Hamsten, A, Heinrich, J, Hingorani, A, Humphries, SE, Jukema, JW, Koeing, W, Kumari, M, Kutalik, Z, Lawlor, DA, Lehtimäki, T, März, W, Mather, K, Naitza, S, Nauck, M, Ohlsson, C, Price, JF, Raitakari, O, Rice, K, Sachdev, PS, Slagboom, E, Sørensen, TIA, Spector, T, Stacey, D, Stathopoulou, MG, Tanaka, T, Wannamethee, SG, Whincup, P, Rotter, JI, Dehghan, A, Boerwinkle, E, Psaty, BM, Snieder, H, and Alizadeh, BZ
- Abstract
Interleukin-6 (IL-6) is a multifunctional cytokine with both pro- and anti-inflammatory properties with a heritability estimate of up to 61%. The circulating levels of IL-6 in blood have been associated with an increased risk of complex disease pathogenesis. We conducted a two-staged, discovery, and replication meta genome-wide association study (GWAS) of circulating serum IL-6 levels comprising up to 67 428 (ndiscovery = 52 654 and nreplication = 14 774) individuals of European ancestry. The inverse variance fixed-effects based discovery meta-analysis, followed by replication led to the identification of two independent loci, IL1F10/IL1RN rs6734238 on Chromosome (Chr) 2q14, (pcombined = 1.8 × 10-11), HLA-DRB1/DRB5 rs660895 on Chr6p21 (pcombined = 1.5 × 10-10) in the combined meta-analyses of all samples. We also replicated the IL6R rs4537545 locus on Chr1q21 (pcombined = 1.2 × 10-122). Our study identifies novel loci for circulating IL-6 levels uncovering new immunological and inflammatory pathways that may influence IL-6 pathobiology.
- Published
- 2021
11. Large-scale association analyses identify host factors influencing human gut microbiome composition
- Author
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Kurilshikov, A., Medina-Gomez, C., Bacigalupe, R., Radjabzadeh, D., Wang, J, Demirkan, A., Roy, C.I. Le, Garay, J.A. Raygoza, Finnicum, C.T., Liu, X, Zhernakova, D.V., Bonder, M.J., Hansen, T.H., Frost, F., Rühlemann, M.C., Turpin, W., Moon, J.Y., Kim, H.N., Lüll, K., Barkan, E., Shah, S.A., Fornage, M., Szopinska-Tokov, J.W., Wallen, Z.D., Borisevich, D., Agreus, L., Andreasson, A., Bang, C., Bedrani, L., Bell, J.T., Bisgaard, H., Boehnke, M., Boomsma, D.I., Burk, R.D., Claringbould, A., Croitoru, K., Davies, G.E., Duijn, C.M. van, Duijts, L., Falony, G., Fu, J., Graaf, A. de, Hansen, T., Homuth, G., Hughes, D.A., Ijzerman, R.G., Jackson, M.A., Jaddoe, V.W.V., Joossens, M., Jørgensen, T., Keszthelyi, D., Knight, R., Laakso, M., Laudes, M., Launer, L.J., Lieb, W., Lusis, A.J., Masclee, A.A.M., Moll, H.A., Mujagic, Z., Qibin, Q., Rothschild, D., Shin, H., Sørensen, S.J., Steves, C.J., Thorsen, J., Timpson, N.J., Tito, R.Y., Vieira-Silva, S., Völker, U., Völzke, H., Võsa, U., Wade, K.H., Walter, S., Watanabe, K., Weiss, S., Weiss, F.U., Weissbrod, O., Westra, H.J., Willemsen, G., Payami, H., Jonkers, D., Arias Vasquez, A., Geus, E.J.C. de, Meyer, K.A., Stokholm, J., Segal, E., Org, E., Wijmenga, C., Kim, H.L., Kaplan, R.C., Spector, T.D., Uitterlinden, A.G., Rivadeneira, F., Franke, A., Lerch, M.M., Franke, L., Sanna, S., D'Amato, M., Pedersen, O., et al., Kurilshikov, A., Medina-Gomez, C., Bacigalupe, R., Radjabzadeh, D., Wang, J, Demirkan, A., Roy, C.I. Le, Garay, J.A. Raygoza, Finnicum, C.T., Liu, X, Zhernakova, D.V., Bonder, M.J., Hansen, T.H., Frost, F., Rühlemann, M.C., Turpin, W., Moon, J.Y., Kim, H.N., Lüll, K., Barkan, E., Shah, S.A., Fornage, M., Szopinska-Tokov, J.W., Wallen, Z.D., Borisevich, D., Agreus, L., Andreasson, A., Bang, C., Bedrani, L., Bell, J.T., Bisgaard, H., Boehnke, M., Boomsma, D.I., Burk, R.D., Claringbould, A., Croitoru, K., Davies, G.E., Duijn, C.M. van, Duijts, L., Falony, G., Fu, J., Graaf, A. de, Hansen, T., Homuth, G., Hughes, D.A., Ijzerman, R.G., Jackson, M.A., Jaddoe, V.W.V., Joossens, M., Jørgensen, T., Keszthelyi, D., Knight, R., Laakso, M., Laudes, M., Launer, L.J., Lieb, W., Lusis, A.J., Masclee, A.A.M., Moll, H.A., Mujagic, Z., Qibin, Q., Rothschild, D., Shin, H., Sørensen, S.J., Steves, C.J., Thorsen, J., Timpson, N.J., Tito, R.Y., Vieira-Silva, S., Völker, U., Völzke, H., Võsa, U., Wade, K.H., Walter, S., Watanabe, K., Weiss, S., Weiss, F.U., Weissbrod, O., Westra, H.J., Willemsen, G., Payami, H., Jonkers, D., Arias Vasquez, A., Geus, E.J.C. de, Meyer, K.A., Stokholm, J., Segal, E., Org, E., Wijmenga, C., Kim, H.L., Kaplan, R.C., Spector, T.D., Uitterlinden, A.G., Rivadeneira, F., Franke, A., Lerch, M.M., Franke, L., Sanna, S., D'Amato, M., and Pedersen, O., et al.
- Abstract
Item does not contain fulltext, To study the effect of host genetics on gut microbiome composition, the MiBioGen consortium curated and analyzed genome-wide genotypes and 16S fecal microbiome data from 18,340 individuals (24 cohorts). Microbial composition showed high variability across cohorts: only 9 of 410 genera were detected in more than 95% of samples. A genome-wide association study of host genetic variation regarding microbial taxa identified 31 loci affecting the microbiome at a genome-wide significant (P < 5 × 10(-8)) threshold. One locus, the lactase (LCT) gene locus, reached study-wide significance (genome-wide association study signal: P = 1.28 × 10(-20)), and it showed an age-dependent association with Bifidobacterium abundance. Other associations were suggestive (1.95 × 10(-10) < P < 5 × 10(-8)) but enriched for taxa showing high heritability and for genes expressed in the intestine and brain. A phenome-wide association study and Mendelian randomization identified enrichment of microbiome trait loci in the metabolic, nutrition and environment domains and suggested the microbiome might have causal effects in ulcerative colitis and rheumatoid arthritis.
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- 2021
12. 1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans
- Author
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Sønderby, I.E., van der Meer, D., Moreau, C., Kaufmann, T., Walters, G.B., Ellegaard, M., Abdellaoui, A., Ames, D., Amunts, K., Andersson, M., Armstrong, N.J., Bernard, M., Blackburn, N.B., Blangero, J., Boomsma, D.I., Brodaty, H., Brouwer, R.M., Bülow, R., Bøen, R., Cahn, W., Calhoun, V.D., Caspers, S., Ching, C.R.K., Cichon, S., Ciufolini, S., Crespo-Facorro, B., Curran, J.E., Dale, A.M., Dalvie, S., Dazzan, P., de Geus, E.J.C., de Zubicaray, G.I., de Zwarte, S.M.C., Desrivières, S., Doherty, J.L., Donohoe, G., Draganski, B., Ehrlich, S., Eising, E., Espeseth, T., Fejgin, K., Fisher, S.E., Fladby, T., Frei, O., Frouin, V., Fukunaga, M., Gareau, T., Ge, T., Glahn, D.C., Grabe, H.J., Groenewold, N.A., Gústafsson, Ó., Haavik, J., Håberg, A.K., Hall, J., Hashimoto, R., Hehir-Kwa, J.Y., Hibar, D.P., Hillegers, M.H.J., Hoffmann, P., Holleran, L., Holmes, A.J., Homuth, G., Hottenga, J-J, Hulshoff Pol, H.E., Ikeda, M., Jahanshad, N., Jockwitz, C., Johansson, S., Jönsson, E.G., Jørgensen, N.R., Kikuchi, M., Knowles, E.E.M., Kumar, K., Le Hellard, S., Leu, C., Linden, D.E.J., Liu, J., Lundervold, A., Lundervold, A.J., Maillard, A.M., Martin, N.G., Martin-Brevet, S., Mather, K.A., Mathias, S.R., McMahon, K.L., McRae, A.F., Medland, S.E., Meyer-Lindenberg, A., Moberget, T., Modenato, C., Sánchez, J.M., Morris, D.W., Mühleisen, T.W., Murray, R.M., Nielsen, J., Nordvik, J.E., Nyberg, L., Loohuis, L.M.O., Ophoff, R.A., Owen, M.J., Paus, T., Pausova, Z., Peralta, J.M., Pike, G.B., Prieto, C., Quinlan, E.B., Reinbold, C.S., Marques, T.R., Rucker, J.J.H., Sachdev, P.S., Sando, S.B., Schofield, P.R., Schork, A.J., Schumann, G., Shin, J., Shumskaya, E., Silva, A.I., Sisodiya, S.M., Steen, V.M., Stein, D.J., Strike, L.T., Suzuki, I.K., Tamnes, C.K., Teumer, A., Thalamuthu, A., Tordesillas-Gutierrez, D., Uhlmann, A., Ulfarsson, M.O., van ‘t Ent, D., van den Bree, M.B.M., Vanderhaeghen, P., Vassos, E., Wen, W., Wittfeld, K., Wright, M.J., Agartz, I., Djurovic, S., Westlye, L.T., Stefánsson, H., Stefánsson, K., Jacquemont, S., Thompson, P.M., Andreassen, O.A., Sønderby, I.E., van der Meer, D., Moreau, C., Kaufmann, T., Walters, G.B., Ellegaard, M., Abdellaoui, A., Ames, D., Amunts, K., Andersson, M., Armstrong, N.J., Bernard, M., Blackburn, N.B., Blangero, J., Boomsma, D.I., Brodaty, H., Brouwer, R.M., Bülow, R., Bøen, R., Cahn, W., Calhoun, V.D., Caspers, S., Ching, C.R.K., Cichon, S., Ciufolini, S., Crespo-Facorro, B., Curran, J.E., Dale, A.M., Dalvie, S., Dazzan, P., de Geus, E.J.C., de Zubicaray, G.I., de Zwarte, S.M.C., Desrivières, S., Doherty, J.L., Donohoe, G., Draganski, B., Ehrlich, S., Eising, E., Espeseth, T., Fejgin, K., Fisher, S.E., Fladby, T., Frei, O., Frouin, V., Fukunaga, M., Gareau, T., Ge, T., Glahn, D.C., Grabe, H.J., Groenewold, N.A., Gústafsson, Ó., Haavik, J., Håberg, A.K., Hall, J., Hashimoto, R., Hehir-Kwa, J.Y., Hibar, D.P., Hillegers, M.H.J., Hoffmann, P., Holleran, L., Holmes, A.J., Homuth, G., Hottenga, J-J, Hulshoff Pol, H.E., Ikeda, M., Jahanshad, N., Jockwitz, C., Johansson, S., Jönsson, E.G., Jørgensen, N.R., Kikuchi, M., Knowles, E.E.M., Kumar, K., Le Hellard, S., Leu, C., Linden, D.E.J., Liu, J., Lundervold, A., Lundervold, A.J., Maillard, A.M., Martin, N.G., Martin-Brevet, S., Mather, K.A., Mathias, S.R., McMahon, K.L., McRae, A.F., Medland, S.E., Meyer-Lindenberg, A., Moberget, T., Modenato, C., Sánchez, J.M., Morris, D.W., Mühleisen, T.W., Murray, R.M., Nielsen, J., Nordvik, J.E., Nyberg, L., Loohuis, L.M.O., Ophoff, R.A., Owen, M.J., Paus, T., Pausova, Z., Peralta, J.M., Pike, G.B., Prieto, C., Quinlan, E.B., Reinbold, C.S., Marques, T.R., Rucker, J.J.H., Sachdev, P.S., Sando, S.B., Schofield, P.R., Schork, A.J., Schumann, G., Shin, J., Shumskaya, E., Silva, A.I., Sisodiya, S.M., Steen, V.M., Stein, D.J., Strike, L.T., Suzuki, I.K., Tamnes, C.K., Teumer, A., Thalamuthu, A., Tordesillas-Gutierrez, D., Uhlmann, A., Ulfarsson, M.O., van ‘t Ent, D., van den Bree, M.B.M., Vanderhaeghen, P., Vassos, E., Wen, W., Wittfeld, K., Wright, M.J., Agartz, I., Djurovic, S., Westlye, L.T., Stefánsson, H., Stefánsson, K., Jacquemont, S., Thompson, P.M., and Andreassen, O.A.
- Abstract
Low-frequency 1q21.1 distal deletion and duplication copy number variant (CNV) carriers are predisposed to multiple neurodevelopmental disorders, including schizophrenia, autism and intellectual disability. Human carriers display a high prevalence of micro- and macrocephaly in deletion and duplication carriers, respectively. The underlying brain structural diversity remains largely unknown. We systematically called CNVs in 38 cohorts from the large-scale ENIGMA-CNV collaboration and the UK Biobank and identified 28 1q21.1 distal deletion and 22 duplication carriers and 37,088 non-carriers (48% male) derived from 15 distinct magnetic resonance imaging scanner sites. With standardized methods, we compared subcortical and cortical brain measures (all) and cognitive performance (UK Biobank only) between carrier groups also testing for mediation of brain structure on cognition. We identified positive dosage effects of copy number on intracranial volume (ICV) and total cortical surface area, with the largest effects in frontal and cingulate cortices, and negative dosage effects on caudate and hippocampal volumes. The carriers displayed distinct cognitive deficit profiles in cognitive tasks from the UK Biobank with intermediate decreases in duplication carriers and somewhat larger in deletion carriers—the latter potentially mediated by ICV or cortical surface area. These results shed light on pathobiological mechanisms of neurodevelopmental disorders, by demonstrating gene dose effect on specific brain structures and effect on cognitive function.
- Published
- 2021
13. 1q21.1 distal copy number variants are associated with cerebral and cognitive alterations in humans
- Author
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Sonderby, IE, van der Meer, D, Moreau, C, Kaufmann, T, Walters, GB, Ellegaard, M, Abdellaoui, A, Ames, D, Amunts, K, Andersson, M, Armstrong, NJ, Bernard, M, Blackburn, NB, Blangero, J, Boomsma, DI, Brodaty, H, Brouwer, RM, Buelow, R, Boen, R, Cahn, W, Calhoun, VD, Caspers, S, Ching, CRK, Cichon, S, Ciufolini, S, Crespo-Facorro, B, Curran, JE, Dale, AM, Dalvie, S, Dazzan, P, de Geus, EJC, de Zubicaray, GI, de Zwarte, SMC, Desrivieres, S, Doherty, JL, Donohoe, G, Draganski, B, Ehrlich, S, Eising, E, Espeseth, T, Fejgin, K, Fisher, SE, Fladby, T, Frei, O, Frouin, V, Fukunaga, M, Gareau, T, Ge, T, Glahn, DC, Grabe, HJ, Groenewold, NA, Gustafsson, O, Haavik, J, Haberg, AK, Hall, J, Hashimoto, R, Hehir-Kwa, JY, Hibar, DP, Hillegers, MHJ, Hoffmann, P, Holleran, L, Holmes, AJ, Homuth, G, Hottenga, J-J, Hulshoff Pol, HE, Ikeda, M, Jahanshad, N, Jockwitz, C, Johansson, S, Joensson, EG, Jorgensen, NR, Kikuchi, M, Knowles, EEM, Kumar, K, Le Hellard, S, Leu, C, Linden, DEJ, Liu, J, Lundervold, A, Lundervold, AJ, Maillard, AM, Martin, NG, Martin-Brevet, S, Mather, KA, Mathias, SR, McMahon, KL, McRae, AF, Medland, SE, Meyer-Lindenberg, A, Moberget, T, Modenato, C, Sanchez, JM, Morris, DW, Muehleisen, TW, Murray, RM, Nielsen, J, Nordvik, JE, Nyberg, L, Loohuis, LMO, Ophoff, RA, Owen, MJ, Paus, T, Pausova, Z, Peralta, JM, Pike, GB, Prieto, C, Quinlan, EB, Reinbold, CS, Marques, TR, Rucker, JJH, Sachdev, PS, Sando, SB, Schofield, PR, Schork, AJ, Schumann, G, Shin, J, Shumskaya, E, Silva, AI, Sisodiya, SM, Steen, VM, Stein, DJ, Strike, LT, Suzuki, IK, Tamnes, CK, Teumer, A, Thalamuthu, A, Tordesillas-Gutierrez, D, Uhlmann, A, Ulfarsson, MO, van 't Ent, D, van den Bree, MBM, Vanderhaeghen, P, Vassos, E, Wen, W, Wittfeld, K, Wright, MJ, Agartz, I, Djurovic, S, Westlye, LT, Stefansson, H, Stefansson, K, Jacquemont, S, Thompson, PM, Andreassen, OA, Sonderby, IE, van der Meer, D, Moreau, C, Kaufmann, T, Walters, GB, Ellegaard, M, Abdellaoui, A, Ames, D, Amunts, K, Andersson, M, Armstrong, NJ, Bernard, M, Blackburn, NB, Blangero, J, Boomsma, DI, Brodaty, H, Brouwer, RM, Buelow, R, Boen, R, Cahn, W, Calhoun, VD, Caspers, S, Ching, CRK, Cichon, S, Ciufolini, S, Crespo-Facorro, B, Curran, JE, Dale, AM, Dalvie, S, Dazzan, P, de Geus, EJC, de Zubicaray, GI, de Zwarte, SMC, Desrivieres, S, Doherty, JL, Donohoe, G, Draganski, B, Ehrlich, S, Eising, E, Espeseth, T, Fejgin, K, Fisher, SE, Fladby, T, Frei, O, Frouin, V, Fukunaga, M, Gareau, T, Ge, T, Glahn, DC, Grabe, HJ, Groenewold, NA, Gustafsson, O, Haavik, J, Haberg, AK, Hall, J, Hashimoto, R, Hehir-Kwa, JY, Hibar, DP, Hillegers, MHJ, Hoffmann, P, Holleran, L, Holmes, AJ, Homuth, G, Hottenga, J-J, Hulshoff Pol, HE, Ikeda, M, Jahanshad, N, Jockwitz, C, Johansson, S, Joensson, EG, Jorgensen, NR, Kikuchi, M, Knowles, EEM, Kumar, K, Le Hellard, S, Leu, C, Linden, DEJ, Liu, J, Lundervold, A, Lundervold, AJ, Maillard, AM, Martin, NG, Martin-Brevet, S, Mather, KA, Mathias, SR, McMahon, KL, McRae, AF, Medland, SE, Meyer-Lindenberg, A, Moberget, T, Modenato, C, Sanchez, JM, Morris, DW, Muehleisen, TW, Murray, RM, Nielsen, J, Nordvik, JE, Nyberg, L, Loohuis, LMO, Ophoff, RA, Owen, MJ, Paus, T, Pausova, Z, Peralta, JM, Pike, GB, Prieto, C, Quinlan, EB, Reinbold, CS, Marques, TR, Rucker, JJH, Sachdev, PS, Sando, SB, Schofield, PR, Schork, AJ, Schumann, G, Shin, J, Shumskaya, E, Silva, AI, Sisodiya, SM, Steen, VM, Stein, DJ, Strike, LT, Suzuki, IK, Tamnes, CK, Teumer, A, Thalamuthu, A, Tordesillas-Gutierrez, D, Uhlmann, A, Ulfarsson, MO, van 't Ent, D, van den Bree, MBM, Vanderhaeghen, P, Vassos, E, Wen, W, Wittfeld, K, Wright, MJ, Agartz, I, Djurovic, S, Westlye, LT, Stefansson, H, Stefansson, K, Jacquemont, S, Thompson, PM, and Andreassen, OA
- Abstract
Low-frequency 1q21.1 distal deletion and duplication copy number variant (CNV) carriers are predisposed to multiple neurodevelopmental disorders, including schizophrenia, autism and intellectual disability. Human carriers display a high prevalence of micro- and macrocephaly in deletion and duplication carriers, respectively. The underlying brain structural diversity remains largely unknown. We systematically called CNVs in 38 cohorts from the large-scale ENIGMA-CNV collaboration and the UK Biobank and identified 28 1q21.1 distal deletion and 22 duplication carriers and 37,088 non-carriers (48% male) derived from 15 distinct magnetic resonance imaging scanner sites. With standardized methods, we compared subcortical and cortical brain measures (all) and cognitive performance (UK Biobank only) between carrier groups also testing for mediation of brain structure on cognition. We identified positive dosage effects of copy number on intracranial volume (ICV) and total cortical surface area, with the largest effects in frontal and cingulate cortices, and negative dosage effects on caudate and hippocampal volumes. The carriers displayed distinct cognitive deficit profiles in cognitive tasks from the UK Biobank with intermediate decreases in duplication carriers and somewhat larger in deletion carriers-the latter potentially mediated by ICV or cortical surface area. These results shed light on pathobiological mechanisms of neurodevelopmental disorders, by demonstrating gene dose effect on specific brain structures and effect on cognitive function.
- Published
- 2021
14. Rare and low-frequency exonic variants and gene-by-smoking interactions in pulmonary function
- Author
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Yang, T, Jackson, VE, Smith, A, Chen, H, Bartz, TM, Sitlani, CM, Psaty, BM, Gharib, SA, O'Connor, GT, Dupuis, J, Xu, J, Lohman, K, Liu, Y, Kritchevsky, SB, Cassano, PA, Flexeder, C, Gieger, C, Karrasch, S, Peters, A, Schulz, H, Harris, SE, Starr, JM, Deary, IJ, Manichaikul, A, Oelsner, EC, Barr, RG, Taylor, KD, Rich, SS, Bonten, TN, Mook-Kanamori, DO, Noordam, R, Li-Gao, R, Jarvelin, M-R, Wielscher, M, Terzikhan, N, Lahousse, L, Brusselle, G, Weiss, S, Ewert, R, Glaeser, S, Homuth, G, Shrine, N, Hall, IP, Tobin, M, London, SJ, Wei, P, Morrison, AC, Yang, T, Jackson, VE, Smith, A, Chen, H, Bartz, TM, Sitlani, CM, Psaty, BM, Gharib, SA, O'Connor, GT, Dupuis, J, Xu, J, Lohman, K, Liu, Y, Kritchevsky, SB, Cassano, PA, Flexeder, C, Gieger, C, Karrasch, S, Peters, A, Schulz, H, Harris, SE, Starr, JM, Deary, IJ, Manichaikul, A, Oelsner, EC, Barr, RG, Taylor, KD, Rich, SS, Bonten, TN, Mook-Kanamori, DO, Noordam, R, Li-Gao, R, Jarvelin, M-R, Wielscher, M, Terzikhan, N, Lahousse, L, Brusselle, G, Weiss, S, Ewert, R, Glaeser, S, Homuth, G, Shrine, N, Hall, IP, Tobin, M, London, SJ, Wei, P, and Morrison, AC
- Abstract
Genome-wide association studies have identified numerous common genetic variants associated with spirometric measures of pulmonary function, including forced expiratory volume in one second (FEV1), forced vital capacity, and their ratio. However, variants with lower minor allele frequencies are less explored. We conducted a large-scale gene-smoking interaction meta-analysis on exonic rare and low-frequency variants involving 44,429 individuals of European ancestry in the discovery stage and sought replication in the UK BiLEVE study with 45,133 European ancestry samples and UK Biobank study with 59,478 samples. We leveraged data on cigarette smoking, the major environmental risk factor for reduced lung function, by testing gene-by-smoking interaction effects only and simultaneously testing the genetic main effects and interaction effects. The most statistically significant signal that replicated was a previously reported low-frequency signal in GPR126, distinct from common variant associations in this gene. Although only nominal replication was obtained for a top rare variant signal rs142935352 in one of the two studies, interaction and joint tests for current smoking and PDE3B were significantly associated with FEV1. This study investigates the utility of assessing gene-by-smoking interactions and underscores their effects on potential pulmonary function.
- Published
- 2021
15. Rare variant analysis in eczema identifies exonic variants in DUSP1, NOTCH4 and SLC9A4
- Author
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Grosche, S, Marenholz, I, Esparza-Gordillo, J, Arnau-Soler, A, Pairo-Castineira, E, Rueschendorf, F, Ahluwalia, TS, Almqvist, C, Arnold, A, Baurecht, H, Bisgaard, H, Bonnelykke, K, Brown, SJ, Bustamante, M, Curtin, JA, Custovic, A, Dharmage, SC, Esplugues, A, Falchi, M, Fernandez-Orth, D, Ferreira, MAR, Franke, A, Gerdes, S, Gieger, C, Hakonarson, H, Holt, PG, Homuth, G, Hubner, N, Hysi, PG, Jarvelin, M-R, Karlsson, R, Koppelman, GH, Lau, S, Lutz, M, Magnusson, PKE, Marks, GB, Mueller-Nurasyid, M, Noethen, MM, Paternoster, L, Pennell, CE, Peters, A, Rawlik, K, Robertson, CF, Rodriguez, E, Sebert, S, Simpson, A, Sleiman, PMA, Standl, M, Stoelzl, D, Strauch, K, Szwajda, A, Tenesa, A, Thompson, PJ, Ullemar, V, Visconti, A, Vonk, JM, Wang, CA, Weidinger, S, Wielscher, M, Worth, CL, Xu, C-J, Lee, Y-A, Grosche, S, Marenholz, I, Esparza-Gordillo, J, Arnau-Soler, A, Pairo-Castineira, E, Rueschendorf, F, Ahluwalia, TS, Almqvist, C, Arnold, A, Baurecht, H, Bisgaard, H, Bonnelykke, K, Brown, SJ, Bustamante, M, Curtin, JA, Custovic, A, Dharmage, SC, Esplugues, A, Falchi, M, Fernandez-Orth, D, Ferreira, MAR, Franke, A, Gerdes, S, Gieger, C, Hakonarson, H, Holt, PG, Homuth, G, Hubner, N, Hysi, PG, Jarvelin, M-R, Karlsson, R, Koppelman, GH, Lau, S, Lutz, M, Magnusson, PKE, Marks, GB, Mueller-Nurasyid, M, Noethen, MM, Paternoster, L, Pennell, CE, Peters, A, Rawlik, K, Robertson, CF, Rodriguez, E, Sebert, S, Simpson, A, Sleiman, PMA, Standl, M, Stoelzl, D, Strauch, K, Szwajda, A, Tenesa, A, Thompson, PJ, Ullemar, V, Visconti, A, Vonk, JM, Wang, CA, Weidinger, S, Wielscher, M, Worth, CL, Xu, C-J, and Lee, Y-A
- Abstract
Previous genome-wide association studies revealed multiple common variants involved in eczema but the role of rare variants remains to be elucidated. Here, we investigate the role of rare variants in eczema susceptibility. We meta-analyze 21 study populations including 20,016 eczema cases and 380,433 controls. Rare variants are imputed with high accuracy using large population-based reference panels. We identify rare exonic variants in DUSP1, NOTCH4, and SLC9A4 to be associated with eczema. In DUSP1 and NOTCH4 missense variants are predicted to impact conserved functional domains. In addition, five novel common variants at SATB1-AS1/KCNH8, TRIB1/LINC00861, ZBTB1, TBX21/OSBPL7, and CSF2RB are discovered. While genes prioritized based on rare variants are significantly up-regulated in the skin, common variants point to immune cell function. Over 20% of the single nucleotide variant-based heritability is attributable to rare and low-frequency variants. The identified rare/low-frequency variants located in functional protein domains point to promising targets for novel therapeutic approaches to eczema.
- Published
- 2021
16. The power of genetic diversity in genome-wide association studies of lipids
- Author
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Graham, S. E. (Sarah E.), Clarke, S. L. (Shoa L.), Wu, K. H. (Kuan-Han H.), Kanoni, S. (Stavroula), Zajac, G. J. (Greg J. M.), Ramdas, S. (Shweta), Surakka, I. (Ida), Ntalla, I. (Ioanna), Vedantam, S. (Sailaja), Winkler, T. W. (Thomas W.), Locke, A. E. (Adam E.), Marouli, E. (Eirini), Hwang, M. Y. (Mi Yeong), Han, S. (Sohee), Narita, A. (Akira), Choudhury, A. (Ananyo), Bentley, A. R. (Amy R.), Ekoru, K. (Kenneth), Verma, A. (Anurag), Trivedi, B. (Bhavi), Martin, H. C. (Hilary C.), Hunt, K. A. (Karen A.), Hui, Q. (Qin), Klarin, D. (Derek), Zhu, X. (Xiang), Thorleifsson, G. (Gudmar), Helgadottir, A. (Anna), Gudbjartsson, D. F. (Daniel F.), Holm, H. (Hilma), Olafsson, I. (Isleifur), Akiyama, M. (Masato), Sakaue, S. (Saori), Terao, C. (Chikashi), Kanai, M. (Masahiro), Zhou, W. (Wei), Brumpton, B. M. (Ben M.), Rasheed, H. (Humaira), Ruotsalainen, S. E. (Sanni E.), Havulinna, A. S. (Aki S.), Veturi, Y. (Yogasudha), Feng, Q. (QiPing), Rosenthal, E. A. (Elisabeth A.), Lingren, T. (Todd), Pacheco, J. A. (Jennifer Allen), Pendergrass, S. A. (Sarah A.), Haessler, J. (Jeffrey), Giulianini, F. (Franco), Bradford, Y. (Yuki), Miller, J. E. (Jason E.), Campbell, A. (Archie), Lin, K. (Kuang), Millwood, I. Y. (Iona Y.), Hindy, G. (George), Rasheed, A. (Asif), Faul, J. D. (Jessica D.), Zhao, W. (Wei), Weir, D. R. (David R.), Turman, C. (Constance), Huang, H. (Hongyan), Graff, M. (Mariaelisa), Mahajan, A. (Anubha), Brown, M. R. (Michael R.), Zhang, W. (Weihua), Yu, K. (Ketian), Schmidt, E. M. (Ellen M.), Pandit, A. (Anita), Gustafsson, S. (Stefan), Yin, X. (Xianyong), Luan, J. (Jian'an), Zhao, J.-H. (Jing-Hua), Matsuda, F. (Fumihiko), Jang, H.-M. (Hye-Mi), Yoon, K. (Kyungheon), Medina-Gomez, C. (Carolina), Pitsillides, A. (Achilleas), Hottenga, J. J. (Jouke Jan), Willemsen, G. (Gonneke), Wood, A. R. (Andrew R.), Ji, Y. (Yingji), Gao, Z. (Zishan), Haworth, S. (Simon), Mitchell, R. E. (Ruth E.), Chai, J. F. (Jin Fang), Aadahl, M. (Mette), Yao, J. (Jie), Manichaikul, A. (Ani), Warren, H. R. (Helen R.), Ramirez, J. (Julia), Bork-Jensen, J. (Jette), Karhus, L. L. (Line L.), Goel, A. (Anuj), Sabater-Lleal, M. (Maria), Noordam, R. (Raymond), Sidore, C. (Carlo), Fiorillo, E. (Edoardo), McDaid, A. F. (Aaron F.), Marques-Vidal, P. (Pedro), Wielscher, M. (Matthias), Trompet, S. (Stella), Sattar, N. (Naveed), Mollehave, L. T. (Line T.), Thuesen, B. H. (Betina H.), Munz, M. (Matthias), Zeng, L. (Lingyao), Huang, J. (Jianfeng), Yang, B. (Bin), Poveda, A. (Alaitz), Kurbasic, A. (Azra), Lamina, C. (Claudia), Forer, L. (Lukas), Scholz, M. (Markus), Galesloot, T. E. (Tessel E.), Bradfield, J. P. (Jonathan P.), Daw, E. W. (E. Warwick), Zmuda, J. M. (Joseph M.), Mitchell, J. S. (Jonathan S.), Fuchsberger, C. (Christian), Christensen, H. (Henry), Brody, J. A. (Jennifer A.), Feitosa, M. F. (Mary F.), Wojczynski, M. K. (Mary K.), Preuss, M. (Michael), Mangino, M. (Massimo), Christofidou, P. (Paraskevi), Verweij, N. (Niek), Benjamins, J. W. (Jan W.), Engmann, J. (Jorgen), Kember, R. L. (Rachel L.), Slieker, R. C. (Roderick C.), Lo, K. S. (Ken Sin), Zilhao, N. R. (Nuno R.), Kleber, M. E. (Marcus E.), Delgado, G. E. (Graciela E.), Huo, S. (Shaofeng), Ikeda, D. D. (Daisuke D.), Iha, H. (Hiroyuki), Yang, J. (Jian), Liu, J. (Jun), Leonard, H. L. (Hampton L.), Marten, J. (Jonathan), Schmidt, B. (Borge), Arendt, M. (Marina), Smyth, L. J. (Laura J.), Canadas-Garre, M. (Marisa), Wang, C. (Chaolong), Nakatochi, M. (Masahiro), Wong, A. (Andrew), Hutri-Kahonen, N. (Nina), Sim, X. (Xueling), Xia, R. (Rui), Huerta-Chagoya, A. (Alicia), Fernandez-Lopez, J. C. (Juan Carlos), Lyssenko, V. (Valeriya), Ahmed, M. (Meraj), Jackson, A. U. (Anne U.), Irvin, M. R. (Marguerite R.), Oldmeadow, C. (Christopher), Kim, H.-N. (Han-Na), Ryu, S. (Seungho), Timmers, P. R. (Paul R. H. J.), Arbeeva, L. (Liubov), Dorajoo, R. (Rajkumar), Lange, L. A. (Leslie A.), Chai, X. (Xiaoran), Prasad, G. (Gauri), Lores-Motta, L. (Laura), Pauper, M. (Marc), Long, J. (Jirong), Li, X. (Xiaohui), Theusch, E. (Elizabeth), Takeuchi, F. (Fumihiko), Spracklen, C. N. (Cassandra N.), Loukola, A. (Anu), Bollepalli, S. (Sailalitha), Warner, S. C. (Sophie C.), Wang, Y. X. (Ya Xing), Wei, W. B. (Wen B.), Nutile, T. (Teresa), Ruggiero, D. (Daniela), Sung, Y. J. (Yun Ju), Hung, Y.-J. (Yi-Jen), Chen, S. (Shufeng), Liu, F. (Fangchao), Yang, J. (Jingyun), Kentistou, K. A. (Katherine A.), Gorski, M. (Mathias), Brumat, M. (Marco), Meidtner, K. (Karina), Bielak, L. F. (Lawrence F.), Smith, J. A. (Jennifer A.), Hebbar, P. (Prashantha), Farmaki, A.-E. (Aliki-Eleni), Hofer, E. (Edith), Lin, M. (Maoxuan), Xue, C. (Chao), Zhang, J. (Jifeng), Concas, M. P. (Maria Pina), Vaccargiu, S. (Simona), van der Most, P. J. (Peter J.), Pitkanen, N. (Niina), Cade, B. E. (Brian E.), Lee, J. (Jiwon), van Der Laan, S. W. (Sander W.), Chitrala, K. N. (Kumaraswamy Naidu), Weiss, S. (Stefan), Zimmermann, M. E. (Martina E.), Lee, J. Y. (Jong Young), Choi, H. S. (Hyeok Sun), Nethander, M. (Maria), Freitag-Wolf, S. (Sandra), Southam, L. (Lorraine), Rayner, N. W. (Nigel W.), Wang, C. A. (Carol A.), Lin, S.-Y. (Shih-Yi), Wang, J.-S. (Jun-Sing), Couture, C. (Christian), Lyytikainen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Cuellar-Partida, G. (Gabriel), Vestergaard, H. (Henrik), Hildalgo, B. (Bertha), Giannakopoulou, O. (Olga), Cai, Q. (Qiuyin), Obura, M. O. (Morgan O.), van Setten, J. (Jessica), Li, X. (Xiaoyin), Schwander, K. (Karen), Terzikhan, N. (Natalie), Shin, J. H. (Jae Hun), Jackson, R. D. (Rebecca D.), Reiner, A. P. (Alexander P.), Martin, L. W. (Lisa Warsinger), Chen, Z. (Zhengming), Li, L. (Liming), Highland, H. M. (Heather M.), Young, K. L. (Kristin L.), Kawaguchi, T. (Takahisa), Thiery, J. (Joachim), Bis, J. C. (Joshua C.), Nadkarni, G. N. (Girish N.), Launer, L. J. (Lenore J.), Li, H. (Huaixing), Nalls, M. A. (Mike A.), Raitakari, O. T. (Olli T.), Ichihara, S. (Sahoko), Wild, S. H. (Sarah H.), Nelson, C. P. (Christopher P.), Campbell, H. (Harry), Jager, S. (Susanne), Nabika, T. (Toru), Al-Mulla, F. (Fahd), Niinikoski, H. (Harri), Braund, P. S. (Peter S.), Kolcic, I. (Ivana), Kovacs, P. (Peter), Giardoglou, T. (Tota), Katsuya, T. (Tomohiro), Bhatti, F. (Fatima), de Kleijn, D. (Dominique), de Borst, G. J. (Gert J.), Kim, E. K. (Eung Kweon), Adams, H. H. (Hieab H. H.), Ikram, M. A. (M. Arfan), Zhu, X. (Xiaofeng), Asselbergs, F. W. (Folkert W.), Kraaijeveld, A. O. (Adriaan O.), Beulens, J. W. (Joline W. J.), Shu, X.-O. (Xiao-Ou), Rallidis, L. S. (Loukianos S.), Pedersen, O. (Oluf), Hansen, T. (Torben), Mitchell, P. (Paul), Hewitt, A. W. (Alex W.), Kahonen, M. (Mika), Perusse, L. (Louis), Bouchard, C. (Claude), Tonjes, A. (Anke), Chen, Y. I. (Yii-Der Ida), Pennell, C. E. (Craig E.), Mori, T. A. (Trevor A.), Lieb, W. (Wolfgang), Franke, A. (Andre), Ohlsson, C. (Claes), Mellstrom, D. (Dan), Cho, Y. S. (Yoon Shin), Lee, H. (Hyejin), Yuan, J.-M. (Jian-Min), Koh, W.-P. (Woon-Puay), Rhee, S. Y. (Sang Youl), Woo, J.-T. (Jeong-Taek), Heid, I. M. (Iris M.), Stark, K. J. (Klaus J.), Volzke, H. (Henry), Homuth, G. (Georg), Evans, M. K. (Michele K.), Zonderman, A. B. (Alan B.), Polasek, O. (Ozren), Pasterkamp, G. (Gerard), Hoefer, I. E. (Imo E.), Redline, S. (Susan), Pahkala, K. (Katja), Oldehinkel, A. J. (Albertine J.), Snieder, H. (Harold), Biino, G. (Ginevra), Schmidt, R. (Reinhold), Schmidt, H. (Helena), Chen, Y. E. (Y. Eugene), Bandinelli, S. (Stefania), Dedoussis, G. (George), Thanaraj, T. A. (Thangavel Alphonse), Kardia, S. L. (Sharon L. R.), Kato, N. (Norihiro), Schulze, M. B. (Matthias B.), Girotto, G. (Giorgia), Jung, B. (Bettina), Boger, C. A. (Carsten A.), Joshi, P. K. (Peter K.), Bennett, D. A. (David A.), De Jager, P. L. (Philip L.), Lu, X. (Xiangfeng), Mamakou, V. (Vasiliki), Brown, M. (Morris), Caulfield, M. J. (Mark J.), Munroe, P. B. (Patricia B.), Guo, X. (Xiuqing), Ciullo, M. (Marina), Jonas, J. B. (Jost B.), Samani, N. J. (Nilesh J.), Kaprio, J. (Jaakko), Pajukanta, P. (Paivi), Adair, L. S. (Linda S.), Bechayda, S. A. (Sonny Augustin), de Silva, H. J. (H. Janaka), Wickremasinghe, A. R. (Ananda R.), Krauss, R. M. (Ronald M.), Wu, J.-Y. (Jer-Yuarn), Zheng, W. (Wei), den Hollander, A. I. (Anneke, I), Bharadwaj, D. (Dwaipayan), Correa, A. (Adolfo), Wilson, J. G. (James G.), Lind, L. (Lars), Heng, C.-K. (Chew-Kiat), Nelson, A. E. (Amanda E.), Golightly, Y. M. (Yvonne M.), Wilson, J. F. (James F.), Penninx, B. (Brenda), Kim, H.-L. (Hyung-Lae), Attia, J. (John), Scott, R. J. (Rodney J.), Rao, D. C. (D. C.), Arnett, D. K. (Donna K.), Walker, M. (Mark), Koistinen, H. A. (Heikki A.), Chandak, G. R. (Giriraj R.), Yajnik, C. S. (Chittaranjan S.), Mercader, J. M. (Josep M.), Tusie-Luna, T. (Teresa), Aguilar-Salinas, C. A. (Carlos A.), Villalpando, C. G. (Clicerio Gonzalez), Orozco, L. (Lorena), Fornage, M. (Myriam), Tai, E. S. (E. Shyong), van Dam, R. M. (Rob M.), Lehtimaki, T. (Terho), Chaturvedi, N. (Nish), Yokota, M. (Mitsuhiro), Liu, J. (Jianjun), Reilly, D. F. (Dermot F.), McKnight, A. J. (Amy Jayne), Kee, F. (Frank), Jockel, K.-H. (Karl-Heinz), McCarthy, M. I. (Mark, I), Palmer, C. N. (Colin N. A.), Vitart, V. (Veronique), Hayward, C. (Caroline), Simonsick, E. (Eleanor), van Duijn, C. M. (Cornelia M.), Lu, F. (Fan), Qu, J. (Jia), Hishigaki, H. (Haretsugu), Lin, X. (Xu), Marz, W. (Winfried), Parra, E. J. (Esteban J.), Cruz, M. (Miguel), Gudnason, V. (Vilmundur), Tardif, J.-C. (Jean-Claude), Lettre, G. (Guillaume), Elders, P. J. (Petra J. M.), Damrauer, S. M. (Scott M.), Kumari, M. (Meena), Kivimaki, M. (Mika), van der Harst, P. (Pim), Spector, T. D. (Tim D.), Loos, R. J. (Ruth J. F.), Province, M. A. (Michael A.), Psaty, B. M. (Bruce M.), Brandslund, I. (Ivan), Pramstaller, P. P. (Peter P.), Christensen, K. (Kaare), Ripatti, S. (Samuli), Widen, E. (Elisabeth), Hakonarson, H. (Hakon), Grant, S. F. (Struan F. A.), Kiemeney, L. A. (Lambertus A. L. M.), de Graaf, J. (Jacqueline), Loeffler, M. (Markus), Kronenberg, F. (Florian), Gu, D. (Dongfeng), Erdmann, J. (Jeanette), Schunkert, H. (Heribert), Franks, P. W. (Paul W.), Linneberg, A. (Allan), Jukema, J. W. (J. Wouter), Khera, A. V. (Amit, V), Männikkö, M. (Minna), Järvelin, M.-R. (Marjo-Riitta), Kutalik, Z. (Zoltan), Cucca, F. (Francesco), Mook-Kanamori, D. O. (Dennis O.), van Dijk, K. W. (Ko Willems), Watkins, H. (Hugh), Strachan, D. P. (David P.), Grarup, N. (Niels), Sever, P. (Peter), Poulter, N. (Neil), Rotter, J. I. (Jerome, I), Dantoft, T. M. (Thomas M.), Karpe, F. (Fredrik), Neville, M. J. (Matt J.), Timpson, N. J. (Nicholas J.), Cheng, C.-Y. (Ching-Yu), Wong, T.-Y. (Tien-Yin), Khor, C. C. (Chiea Chuen), Sabanayagam, C. (Charumathi), Peters, A. (Annette), Gieger, C. (Christian), Hattersley, A. T. (Andrew T.), Pedersen, N. L. (Nancy L.), Magnusson, P. K. (Patrik K. E.), Boomsma, D. I. (Dorret, I), de Geus, E. J. (Eco J. C.), Cupples, L. A. (L. Adrienne), van Meurs, J. B. (Joyce B. J.), Ghanbari, M. (Mohsen), Rsen, P. G. (Penny Gordon-La), Huang, W. (Wei), Kim, Y. J. (Young Jin), Tabara, Y. (Yasuharu), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Zeggini, E. (Eleftheria), Kuusisto, J. (Johanna), Laakso, M. (Markku), Ingelsson, E. (Erik), Abecasis, G. (Goncalo), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), de Vries, P. S. (Paul S.), Morrison, A. C. (Alanna C.), North, K. E. (Kari E.), Daviglus, M. (Martha), Kraft, P. (Peter), Martin, N. G. (Nicholas G.), Whitfield, J. B. (John B.), Abbas, S. (Shahid), Saleheen, D. (Danish), Walters, R. G. (Robin G.), Holmes, M. V. (Michael, V), Black, C. (Corri), Smith, B. H. (Blair H.), Justice, A. E. (Anne E.), Baras, A. (Aris), Buring, J. E. (Julie E.), Ridker, P. M. (Paul M.), Chasman, D. I. (Daniel, I), Kooperberg, C. (Charles), Wei, W.-Q. (Wei-Qi), Jarvik, G. P. (Gail P.), Namjou, B. (Bahram), Hayes, M. G. (M. Geoffrey), Ritchie, M. D. (Marylyn D.), Jousilahti, P. (Pekka), Salomaa, V. (Veikko), Hveem, K. (Kristian), Asvold, B. O. (Bjorn Olav), Kubo, M. (Michiaki), Kamatani, Y. (Yoichiro), Okada, Y. (Yukinori), Murakami, Y. (Yoshinori), Thorsteinsdottir, U. (Unnur), Stefansson, K. (Kari), Ho, Y.-L. (Yuk-Lam), Lynch, J. A. (Julie A.), Rader, D. J. (Daniel J.), Tsao, P. S. (Philip S.), Chang, K.-M. (Kyong-Mi), Cho, K. (Kelly), O'Donnell, C. J. (Christopher J.), Gaziano, J. M. (John M.), Wilson, P. (Peter), Rotimi, C. N. (Charles N.), Hazelhurst, S. (Scott), Ramsay, M. (Michele), Trembath, R. C. (Richard C.), van Heel, D. A. (David A.), Tamiya, G. (Gen), Yamamoto, M. (Masayuki), Kim, B.-J. (Bong-Jo), Mohlke, K. L. (Karen L.), Frayling, T. M. (Timothy M.), Hirschhorn, J. N. (Joel N.), Kathiresan, S. (Sekar), Boehnke, M. (Michael), Natarajan, P. (Pradeep), Peloso, G. M. (Gina M.), Brown, C. D. (Christopher D.), Morris, A. P. (Andrew P.), Assimes, T. L. (Themistocles L.), Deloukas, P. (Panos), Sun, Y. V. (Yan, V), Willer, C. J. (Cristen J.), Graham, S. E. (Sarah E.), Clarke, S. L. (Shoa L.), Wu, K. H. (Kuan-Han H.), Kanoni, S. (Stavroula), Zajac, G. J. (Greg J. M.), Ramdas, S. (Shweta), Surakka, I. (Ida), Ntalla, I. (Ioanna), Vedantam, S. (Sailaja), Winkler, T. W. (Thomas W.), Locke, A. E. (Adam E.), Marouli, E. (Eirini), Hwang, M. Y. (Mi Yeong), Han, S. (Sohee), Narita, A. (Akira), Choudhury, A. (Ananyo), Bentley, A. R. (Amy R.), Ekoru, K. (Kenneth), Verma, A. (Anurag), Trivedi, B. (Bhavi), Martin, H. C. (Hilary C.), Hunt, K. A. (Karen A.), Hui, Q. (Qin), Klarin, D. (Derek), Zhu, X. (Xiang), Thorleifsson, G. (Gudmar), Helgadottir, A. (Anna), Gudbjartsson, D. F. (Daniel F.), Holm, H. (Hilma), Olafsson, I. (Isleifur), Akiyama, M. (Masato), Sakaue, S. (Saori), Terao, C. (Chikashi), Kanai, M. (Masahiro), Zhou, W. (Wei), Brumpton, B. M. (Ben M.), Rasheed, H. (Humaira), Ruotsalainen, S. E. (Sanni E.), Havulinna, A. S. (Aki S.), Veturi, Y. (Yogasudha), Feng, Q. (QiPing), Rosenthal, E. A. (Elisabeth A.), Lingren, T. (Todd), Pacheco, J. A. (Jennifer Allen), Pendergrass, S. A. (Sarah A.), Haessler, J. (Jeffrey), Giulianini, F. (Franco), Bradford, Y. (Yuki), Miller, J. E. (Jason E.), Campbell, A. (Archie), Lin, K. (Kuang), Millwood, I. Y. (Iona Y.), Hindy, G. (George), Rasheed, A. (Asif), Faul, J. D. (Jessica D.), Zhao, W. (Wei), Weir, D. R. (David R.), Turman, C. (Constance), Huang, H. (Hongyan), Graff, M. (Mariaelisa), Mahajan, A. (Anubha), Brown, M. R. (Michael R.), Zhang, W. (Weihua), Yu, K. (Ketian), Schmidt, E. M. (Ellen M.), Pandit, A. (Anita), Gustafsson, S. (Stefan), Yin, X. (Xianyong), Luan, J. (Jian'an), Zhao, J.-H. (Jing-Hua), Matsuda, F. (Fumihiko), Jang, H.-M. (Hye-Mi), Yoon, K. (Kyungheon), Medina-Gomez, C. (Carolina), Pitsillides, A. (Achilleas), Hottenga, J. J. (Jouke Jan), Willemsen, G. (Gonneke), Wood, A. R. (Andrew R.), Ji, Y. (Yingji), Gao, Z. (Zishan), Haworth, S. (Simon), Mitchell, R. E. (Ruth E.), Chai, J. F. (Jin Fang), Aadahl, M. (Mette), Yao, J. (Jie), Manichaikul, A. (Ani), Warren, H. R. (Helen R.), Ramirez, J. (Julia), Bork-Jensen, J. (Jette), Karhus, L. L. (Line L.), Goel, A. (Anuj), Sabater-Lleal, M. (Maria), Noordam, R. (Raymond), Sidore, C. (Carlo), Fiorillo, E. (Edoardo), McDaid, A. F. (Aaron F.), Marques-Vidal, P. (Pedro), Wielscher, M. (Matthias), Trompet, S. (Stella), Sattar, N. (Naveed), Mollehave, L. T. (Line T.), Thuesen, B. H. (Betina H.), Munz, M. (Matthias), Zeng, L. (Lingyao), Huang, J. (Jianfeng), Yang, B. (Bin), Poveda, A. (Alaitz), Kurbasic, A. (Azra), Lamina, C. (Claudia), Forer, L. (Lukas), Scholz, M. (Markus), Galesloot, T. E. (Tessel E.), Bradfield, J. P. (Jonathan P.), Daw, E. W. (E. Warwick), Zmuda, J. M. (Joseph M.), Mitchell, J. S. (Jonathan S.), Fuchsberger, C. (Christian), Christensen, H. (Henry), Brody, J. A. (Jennifer A.), Feitosa, M. F. (Mary F.), Wojczynski, M. K. (Mary K.), Preuss, M. (Michael), Mangino, M. (Massimo), Christofidou, P. (Paraskevi), Verweij, N. (Niek), Benjamins, J. W. (Jan W.), Engmann, J. (Jorgen), Kember, R. L. (Rachel L.), Slieker, R. C. (Roderick C.), Lo, K. S. (Ken Sin), Zilhao, N. R. (Nuno R.), Kleber, M. E. (Marcus E.), Delgado, G. E. (Graciela E.), Huo, S. (Shaofeng), Ikeda, D. D. (Daisuke D.), Iha, H. (Hiroyuki), Yang, J. (Jian), Liu, J. (Jun), Leonard, H. L. (Hampton L.), Marten, J. (Jonathan), Schmidt, B. (Borge), Arendt, M. (Marina), Smyth, L. J. (Laura J.), Canadas-Garre, M. (Marisa), Wang, C. (Chaolong), Nakatochi, M. (Masahiro), Wong, A. (Andrew), Hutri-Kahonen, N. (Nina), Sim, X. (Xueling), Xia, R. (Rui), Huerta-Chagoya, A. (Alicia), Fernandez-Lopez, J. C. (Juan Carlos), Lyssenko, V. (Valeriya), Ahmed, M. (Meraj), Jackson, A. U. (Anne U.), Irvin, M. R. (Marguerite R.), Oldmeadow, C. (Christopher), Kim, H.-N. (Han-Na), Ryu, S. (Seungho), Timmers, P. R. (Paul R. H. J.), Arbeeva, L. (Liubov), Dorajoo, R. (Rajkumar), Lange, L. A. (Leslie A.), Chai, X. (Xiaoran), Prasad, G. (Gauri), Lores-Motta, L. (Laura), Pauper, M. (Marc), Long, J. (Jirong), Li, X. (Xiaohui), Theusch, E. (Elizabeth), Takeuchi, F. (Fumihiko), Spracklen, C. N. (Cassandra N.), Loukola, A. (Anu), Bollepalli, S. (Sailalitha), Warner, S. C. (Sophie C.), Wang, Y. X. (Ya Xing), Wei, W. B. (Wen B.), Nutile, T. (Teresa), Ruggiero, D. (Daniela), Sung, Y. J. (Yun Ju), Hung, Y.-J. (Yi-Jen), Chen, S. (Shufeng), Liu, F. (Fangchao), Yang, J. (Jingyun), Kentistou, K. A. (Katherine A.), Gorski, M. (Mathias), Brumat, M. (Marco), Meidtner, K. (Karina), Bielak, L. F. (Lawrence F.), Smith, J. A. (Jennifer A.), Hebbar, P. (Prashantha), Farmaki, A.-E. (Aliki-Eleni), Hofer, E. (Edith), Lin, M. (Maoxuan), Xue, C. (Chao), Zhang, J. (Jifeng), Concas, M. P. (Maria Pina), Vaccargiu, S. (Simona), van der Most, P. J. (Peter J.), Pitkanen, N. (Niina), Cade, B. E. (Brian E.), Lee, J. (Jiwon), van Der Laan, S. W. (Sander W.), Chitrala, K. N. (Kumaraswamy Naidu), Weiss, S. (Stefan), Zimmermann, M. E. (Martina E.), Lee, J. Y. (Jong Young), Choi, H. S. (Hyeok Sun), Nethander, M. (Maria), Freitag-Wolf, S. (Sandra), Southam, L. (Lorraine), Rayner, N. W. (Nigel W.), Wang, C. A. (Carol A.), Lin, S.-Y. (Shih-Yi), Wang, J.-S. (Jun-Sing), Couture, C. (Christian), Lyytikainen, L.-P. (Leo-Pekka), Nikus, K. (Kjell), Cuellar-Partida, G. (Gabriel), Vestergaard, H. (Henrik), Hildalgo, B. (Bertha), Giannakopoulou, O. (Olga), Cai, Q. (Qiuyin), Obura, M. O. (Morgan O.), van Setten, J. (Jessica), Li, X. (Xiaoyin), Schwander, K. (Karen), Terzikhan, N. (Natalie), Shin, J. H. (Jae Hun), Jackson, R. D. (Rebecca D.), Reiner, A. P. (Alexander P.), Martin, L. W. (Lisa Warsinger), Chen, Z. (Zhengming), Li, L. (Liming), Highland, H. M. (Heather M.), Young, K. L. (Kristin L.), Kawaguchi, T. (Takahisa), Thiery, J. (Joachim), Bis, J. C. (Joshua C.), Nadkarni, G. N. (Girish N.), Launer, L. J. (Lenore J.), Li, H. (Huaixing), Nalls, M. A. (Mike A.), Raitakari, O. T. (Olli T.), Ichihara, S. (Sahoko), Wild, S. H. (Sarah H.), Nelson, C. P. (Christopher P.), Campbell, H. (Harry), Jager, S. (Susanne), Nabika, T. (Toru), Al-Mulla, F. (Fahd), Niinikoski, H. (Harri), Braund, P. S. (Peter S.), Kolcic, I. (Ivana), Kovacs, P. (Peter), Giardoglou, T. (Tota), Katsuya, T. (Tomohiro), Bhatti, F. (Fatima), de Kleijn, D. (Dominique), de Borst, G. J. (Gert J.), Kim, E. K. (Eung Kweon), Adams, H. H. (Hieab H. H.), Ikram, M. A. (M. Arfan), Zhu, X. (Xiaofeng), Asselbergs, F. W. (Folkert W.), Kraaijeveld, A. O. (Adriaan O.), Beulens, J. W. (Joline W. J.), Shu, X.-O. (Xiao-Ou), Rallidis, L. S. (Loukianos S.), Pedersen, O. (Oluf), Hansen, T. (Torben), Mitchell, P. (Paul), Hewitt, A. W. (Alex W.), Kahonen, M. (Mika), Perusse, L. (Louis), Bouchard, C. (Claude), Tonjes, A. (Anke), Chen, Y. I. (Yii-Der Ida), Pennell, C. E. (Craig E.), Mori, T. A. (Trevor A.), Lieb, W. (Wolfgang), Franke, A. (Andre), Ohlsson, C. (Claes), Mellstrom, D. (Dan), Cho, Y. S. (Yoon Shin), Lee, H. (Hyejin), Yuan, J.-M. (Jian-Min), Koh, W.-P. (Woon-Puay), Rhee, S. Y. (Sang Youl), Woo, J.-T. (Jeong-Taek), Heid, I. M. (Iris M.), Stark, K. J. (Klaus J.), Volzke, H. (Henry), Homuth, G. (Georg), Evans, M. K. (Michele K.), Zonderman, A. B. (Alan B.), Polasek, O. (Ozren), Pasterkamp, G. (Gerard), Hoefer, I. E. (Imo E.), Redline, S. (Susan), Pahkala, K. (Katja), Oldehinkel, A. J. (Albertine J.), Snieder, H. (Harold), Biino, G. (Ginevra), Schmidt, R. (Reinhold), Schmidt, H. (Helena), Chen, Y. E. (Y. Eugene), Bandinelli, S. (Stefania), Dedoussis, G. (George), Thanaraj, T. A. (Thangavel Alphonse), Kardia, S. L. (Sharon L. R.), Kato, N. (Norihiro), Schulze, M. B. (Matthias B.), Girotto, G. (Giorgia), Jung, B. (Bettina), Boger, C. A. (Carsten A.), Joshi, P. K. (Peter K.), Bennett, D. A. (David A.), De Jager, P. L. (Philip L.), Lu, X. (Xiangfeng), Mamakou, V. (Vasiliki), Brown, M. (Morris), Caulfield, M. J. (Mark J.), Munroe, P. B. (Patricia B.), Guo, X. (Xiuqing), Ciullo, M. (Marina), Jonas, J. B. (Jost B.), Samani, N. J. (Nilesh J.), Kaprio, J. (Jaakko), Pajukanta, P. (Paivi), Adair, L. S. (Linda S.), Bechayda, S. A. (Sonny Augustin), de Silva, H. J. (H. Janaka), Wickremasinghe, A. R. (Ananda R.), Krauss, R. M. (Ronald M.), Wu, J.-Y. (Jer-Yuarn), Zheng, W. (Wei), den Hollander, A. I. (Anneke, I), Bharadwaj, D. (Dwaipayan), Correa, A. (Adolfo), Wilson, J. G. (James G.), Lind, L. (Lars), Heng, C.-K. (Chew-Kiat), Nelson, A. E. (Amanda E.), Golightly, Y. M. (Yvonne M.), Wilson, J. F. (James F.), Penninx, B. (Brenda), Kim, H.-L. (Hyung-Lae), Attia, J. (John), Scott, R. J. (Rodney J.), Rao, D. C. (D. C.), Arnett, D. K. (Donna K.), Walker, M. (Mark), Koistinen, H. A. (Heikki A.), Chandak, G. R. (Giriraj R.), Yajnik, C. S. (Chittaranjan S.), Mercader, J. M. (Josep M.), Tusie-Luna, T. (Teresa), Aguilar-Salinas, C. A. (Carlos A.), Villalpando, C. G. (Clicerio Gonzalez), Orozco, L. (Lorena), Fornage, M. (Myriam), Tai, E. S. (E. Shyong), van Dam, R. M. (Rob M.), Lehtimaki, T. (Terho), Chaturvedi, N. (Nish), Yokota, M. (Mitsuhiro), Liu, J. (Jianjun), Reilly, D. F. (Dermot F.), McKnight, A. J. (Amy Jayne), Kee, F. (Frank), Jockel, K.-H. (Karl-Heinz), McCarthy, M. I. (Mark, I), Palmer, C. N. (Colin N. A.), Vitart, V. (Veronique), Hayward, C. (Caroline), Simonsick, E. (Eleanor), van Duijn, C. M. (Cornelia M.), Lu, F. (Fan), Qu, J. (Jia), Hishigaki, H. (Haretsugu), Lin, X. (Xu), Marz, W. (Winfried), Parra, E. J. (Esteban J.), Cruz, M. (Miguel), Gudnason, V. (Vilmundur), Tardif, J.-C. (Jean-Claude), Lettre, G. (Guillaume), Elders, P. J. (Petra J. M.), Damrauer, S. M. (Scott M.), Kumari, M. (Meena), Kivimaki, M. (Mika), van der Harst, P. (Pim), Spector, T. D. (Tim D.), Loos, R. J. (Ruth J. F.), Province, M. A. (Michael A.), Psaty, B. M. (Bruce M.), Brandslund, I. (Ivan), Pramstaller, P. P. (Peter P.), Christensen, K. (Kaare), Ripatti, S. (Samuli), Widen, E. (Elisabeth), Hakonarson, H. (Hakon), Grant, S. F. (Struan F. A.), Kiemeney, L. A. (Lambertus A. L. M.), de Graaf, J. (Jacqueline), Loeffler, M. (Markus), Kronenberg, F. (Florian), Gu, D. (Dongfeng), Erdmann, J. (Jeanette), Schunkert, H. (Heribert), Franks, P. W. (Paul W.), Linneberg, A. (Allan), Jukema, J. W. (J. Wouter), Khera, A. V. (Amit, V), Männikkö, M. (Minna), Järvelin, M.-R. (Marjo-Riitta), Kutalik, Z. (Zoltan), Cucca, F. (Francesco), Mook-Kanamori, D. O. (Dennis O.), van Dijk, K. W. (Ko Willems), Watkins, H. (Hugh), Strachan, D. P. (David P.), Grarup, N. (Niels), Sever, P. (Peter), Poulter, N. (Neil), Rotter, J. I. (Jerome, I), Dantoft, T. M. (Thomas M.), Karpe, F. (Fredrik), Neville, M. J. (Matt J.), Timpson, N. J. (Nicholas J.), Cheng, C.-Y. (Ching-Yu), Wong, T.-Y. (Tien-Yin), Khor, C. C. (Chiea Chuen), Sabanayagam, C. (Charumathi), Peters, A. (Annette), Gieger, C. (Christian), Hattersley, A. T. (Andrew T.), Pedersen, N. L. (Nancy L.), Magnusson, P. K. (Patrik K. E.), Boomsma, D. I. (Dorret, I), de Geus, E. J. (Eco J. C.), Cupples, L. A. (L. Adrienne), van Meurs, J. B. (Joyce B. J.), Ghanbari, M. (Mohsen), Rsen, P. G. (Penny Gordon-La), Huang, W. (Wei), Kim, Y. J. (Young Jin), Tabara, Y. (Yasuharu), Wareham, N. J. (Nicholas J.), Langenberg, C. (Claudia), Zeggini, E. (Eleftheria), Kuusisto, J. (Johanna), Laakso, M. (Markku), Ingelsson, E. (Erik), Abecasis, G. (Goncalo), Chambers, J. C. (John C.), Kooner, J. S. (Jaspal S.), de Vries, P. S. (Paul S.), Morrison, A. C. (Alanna C.), North, K. E. (Kari E.), Daviglus, M. (Martha), Kraft, P. (Peter), Martin, N. G. (Nicholas G.), Whitfield, J. B. (John B.), Abbas, S. (Shahid), Saleheen, D. (Danish), Walters, R. G. (Robin G.), Holmes, M. V. (Michael, V), Black, C. (Corri), Smith, B. H. (Blair H.), Justice, A. E. (Anne E.), Baras, A. (Aris), Buring, J. E. (Julie E.), Ridker, P. M. (Paul M.), Chasman, D. I. (Daniel, I), Kooperberg, C. (Charles), Wei, W.-Q. (Wei-Qi), Jarvik, G. P. (Gail P.), Namjou, B. (Bahram), Hayes, M. G. (M. Geoffrey), Ritchie, M. D. (Marylyn D.), Jousilahti, P. (Pekka), Salomaa, V. (Veikko), Hveem, K. (Kristian), Asvold, B. O. (Bjorn Olav), Kubo, M. (Michiaki), Kamatani, Y. (Yoichiro), Okada, Y. (Yukinori), Murakami, Y. (Yoshinori), Thorsteinsdottir, U. (Unnur), Stefansson, K. (Kari), Ho, Y.-L. (Yuk-Lam), Lynch, J. A. (Julie A.), Rader, D. J. (Daniel J.), Tsao, P. S. (Philip S.), Chang, K.-M. (Kyong-Mi), Cho, K. (Kelly), O'Donnell, C. J. (Christopher J.), Gaziano, J. M. (John M.), Wilson, P. (Peter), Rotimi, C. N. (Charles N.), Hazelhurst, S. (Scott), Ramsay, M. (Michele), Trembath, R. C. (Richard C.), van Heel, D. A. (David A.), Tamiya, G. (Gen), Yamamoto, M. (Masayuki), Kim, B.-J. (Bong-Jo), Mohlke, K. L. (Karen L.), Frayling, T. M. (Timothy M.), Hirschhorn, J. N. (Joel N.), Kathiresan, S. (Sekar), Boehnke, M. (Michael), Natarajan, P. (Pradeep), Peloso, G. M. (Gina M.), Brown, C. D. (Christopher D.), Morris, A. P. (Andrew P.), Assimes, T. L. (Themistocles L.), Deloukas, P. (Panos), Sun, Y. V. (Yan, V), and Willer, C. J. (Cristen J.)
- Abstract
Increased blood lipid levels are heritable risk factors of cardiovascular disease with varied prevalence worldwide owing to different dietary patterns and medication use1. Despite advances in prevention and treatment, in particular through reducing low-density lipoprotein cholesterol levels2, heart disease remains the leading cause of death worldwide3. Genome-wideassociation studies (GWAS) of blood lipid levels have led to important biological and clinical insights, as well as new drug targets, for cardiovascular disease. However, most previous GWAS4‐23 have been conducted in European ancestry populations and may have missed genetic variants that contribute to lipid-level variation in other ancestry groups. These include differences in allele frequencies, effect sizes and linkage-disequilibrium patterns24. Here we conduct a multi-ancestry, genome-wide genetic discovery meta-analysis of lipid levels in approximately 1.65 million individuals, including 350,000 of non-European ancestries. We quantify the gain in studying non-European ancestries and provide evidence to support the expansion of recruitment of additional ancestries, even with relatively small sample sizes. We find that increasing diversity rather than studying additional individuals of European ancestry results in substantial improvements in fine-mapping functional variants and portability of polygenic prediction (evaluated in approximately 295,000 individuals from 7 ancestry groupings). Modest gains in the number of discovered loci and ancestry-specific variants were also achieved. As GWAS expand emphasis beyond the identification of genes and fundamental biology towards the use of genetic variants for preventive and precision medicine25, we anticipate that increased diversity of participants will lead to more accurate and equitable26 application of polygenic scores in clinical practice.
- Published
- 2021
17. Rare variant analysis in eczema identifies exonic variants in DUSP1, NOTCH4 and SLC9A4
- Author
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Grosche, S. (Sarah), Marenholz, I. (Ingo), Esparza-Gordillo, J. (Jorge), Arnau-Soler, A. (Aleix), Pairo-Castineira, E. (Erola), Rueschendorf, F. (Franz), Ahluwalia, T. S. (Tarunveer S.), Almqvist, C. (Catarina), Arnold, A. (Andreas), Baurecht, H. (Hansjoerg), Bisgaard, H. (Hans), Bonnelykke, K. (Klaus), Brown, S. J. (Sara J.), Bustamante, M. (Mariona), Curtin, J. A. (John A.), Custovic, A. (Adnan), Dharmage, S. C. (Shyamali C.), Esplugues, A. (Ana), Falchi, M. (Mario), Fernandez-Orth, D. (Dietmar), Ferreira, M. A. (Manuel A. R.), Franke, A. (Andre), Gerdes, S. (Sascha), Gieger, C. (Christian), Hakonarson, H. (Hakon), Holt, P. G. (Patrick G.), Homuth, G. (Georg), Hubner, N. (Norbert), Hysi, P. G. (Pirro G.), Järvelin, M.-R. (Marjo-Riitta), Karlsson, R. (Robert), Koppelman, G. H. (Gerard H.), Lau, S. (Susanne), Lutz, M. (Manuel), Magnusson, P. K. (Patrik K. E.), Marks, G. B. (Guy B.), Mueller-Nurasyid, M. (Martina), Noethen, M. M. (Markus M.), Paternoster, L. (Lavinia), Pennell, C. E. (Craig E.), Peters, A. (Annette), Rawlik, K. (Konrad), Robertson, C. F. (Colin F.), Rodriguez, E. (Elke), Sebert, S. (Sylvain), Simpson, A. (Angela), Sleiman, P. M. (Patrick M. A.), Standl, M. (Marie), Stoelzl, D. (Dora), Strauch, K. (Konstantin), Szwajda, A. (Agnieszka), Tenesa, A. (Albert), Thompson, P. J. (Philip J.), Ullemar, V. (Vilhelmina), Visconti, A. (Alessia), Vonk, J. M. (Judith M.), Wang, C. A. (Carol A.), Weidinger, S. (Stephan), Wielscher, M. (Matthias), Worth, C. L. (Catherine L.), Xu, C.-J. (Chen-Jian), Lee, Y.-A. (Young-Ae), Grosche, S. (Sarah), Marenholz, I. (Ingo), Esparza-Gordillo, J. (Jorge), Arnau-Soler, A. (Aleix), Pairo-Castineira, E. (Erola), Rueschendorf, F. (Franz), Ahluwalia, T. S. (Tarunveer S.), Almqvist, C. (Catarina), Arnold, A. (Andreas), Baurecht, H. (Hansjoerg), Bisgaard, H. (Hans), Bonnelykke, K. (Klaus), Brown, S. J. (Sara J.), Bustamante, M. (Mariona), Curtin, J. A. (John A.), Custovic, A. (Adnan), Dharmage, S. C. (Shyamali C.), Esplugues, A. (Ana), Falchi, M. (Mario), Fernandez-Orth, D. (Dietmar), Ferreira, M. A. (Manuel A. R.), Franke, A. (Andre), Gerdes, S. (Sascha), Gieger, C. (Christian), Hakonarson, H. (Hakon), Holt, P. G. (Patrick G.), Homuth, G. (Georg), Hubner, N. (Norbert), Hysi, P. G. (Pirro G.), Järvelin, M.-R. (Marjo-Riitta), Karlsson, R. (Robert), Koppelman, G. H. (Gerard H.), Lau, S. (Susanne), Lutz, M. (Manuel), Magnusson, P. K. (Patrik K. E.), Marks, G. B. (Guy B.), Mueller-Nurasyid, M. (Martina), Noethen, M. M. (Markus M.), Paternoster, L. (Lavinia), Pennell, C. E. (Craig E.), Peters, A. (Annette), Rawlik, K. (Konrad), Robertson, C. F. (Colin F.), Rodriguez, E. (Elke), Sebert, S. (Sylvain), Simpson, A. (Angela), Sleiman, P. M. (Patrick M. A.), Standl, M. (Marie), Stoelzl, D. (Dora), Strauch, K. (Konstantin), Szwajda, A. (Agnieszka), Tenesa, A. (Albert), Thompson, P. J. (Philip J.), Ullemar, V. (Vilhelmina), Visconti, A. (Alessia), Vonk, J. M. (Judith M.), Wang, C. A. (Carol A.), Weidinger, S. (Stephan), Wielscher, M. (Matthias), Worth, C. L. (Catherine L.), Xu, C.-J. (Chen-Jian), and Lee, Y.-A. (Young-Ae)
- Abstract
Previous genome-wide association studies revealed multiple common variants involved in eczema but the role of rare variants remains to be elucidated. Here, we investigate the role of rare variants in eczema susceptibility. We meta-analyze 21 study populations including 20,016 eczema cases and 380,433 controls. Rare variants are imputed with high accuracy using large population-based reference panels. We identify rare exonic variants in DUSP1, NOTCH4, and SLC9A4 to be associated with eczema. In DUSP1 and NOTCH4 missense variants are predicted to impact conserved functional domains. In addition, five novel common variants at SATB1-AS1/KCNH8, TRIB1/LINC00861, ZBTB1, TBX21/OSBPL7, and CSF2RB are discovered. While genes prioritized based on rare variants are significantly up-regulated in the skin, common variants point to immune cell function. Over 20% of the single nucleotide variant-based heritability is attributable to rare and low-frequency variants. The identified rare/low-frequency variants located in functional protein domains point to promising targets for novel therapeutic approaches to eczema.
- Published
- 2021
18. Rare and low-frequency exonic variants and gene-by-smoking interactions in pulmonary function
- Author
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Yang, T. (Tianzhong), Jackson, V. E. (Victoria E.), Smith, A. V. (Albert V.), Chen, H. (Han), Bartz, T. M. (Traci M.), Sitlani, C. M. (Colleen M.), Psaty, B. M. (Bruce M.), Gharib, S. A. (Sina A.), O’Connor, G. T. (George T.), Dupuis, J. (Josée), Xu, J. (Jiayi), Lohman, K. (Kurt), Liu, Y. (Yongmei), Kritchevsky, S. B. (Stephen B.), Cassano, P. A. (Patricia A.), Flexeder, C. (Claudia), Gieger, C. (Christian), Karrasch, S. (Stefan), Peters, A. (Annette), Schulz, H. (Holger), Harris, S. E. (Sarah E.), Starr, J. M. (John M.), Deary, I. J. (Ian J.), Manichaikul, A. (Ani), Oelsner, E. C. (Elizabeth C.), Barr, R. G. (R. G.), Taylor, K. D. (Kent D.), Rich, S. S. (Stephen S.), Bonten, T. N. (Tobias N.), Mook-Kanamori, D. O. (Dennis O.), Noordam, R. (Raymond), Li-Gao, R. (Ruifang), Jarvelin, M.-R. (Marjo-Riitta), Wielscher, M. (Matthias), Terzikhan, N. (Natalie), Lahousse, L. (Lies), Brusselle, G. (Guy), Weiss, S. (Stefan), Ewert, R. (Ralf), Gläser, S. (Sven), Homuth, G. (Georg), Shrine, N. (Nick), Hall, I. P. (Ian P.), Tobin, M. (Martin), London, S. J. (Stephanie J.), Wei, P. (Peng), Morrison, A. C. (Alanna C.), Yang, T. (Tianzhong), Jackson, V. E. (Victoria E.), Smith, A. V. (Albert V.), Chen, H. (Han), Bartz, T. M. (Traci M.), Sitlani, C. M. (Colleen M.), Psaty, B. M. (Bruce M.), Gharib, S. A. (Sina A.), O’Connor, G. T. (George T.), Dupuis, J. (Josée), Xu, J. (Jiayi), Lohman, K. (Kurt), Liu, Y. (Yongmei), Kritchevsky, S. B. (Stephen B.), Cassano, P. A. (Patricia A.), Flexeder, C. (Claudia), Gieger, C. (Christian), Karrasch, S. (Stefan), Peters, A. (Annette), Schulz, H. (Holger), Harris, S. E. (Sarah E.), Starr, J. M. (John M.), Deary, I. J. (Ian J.), Manichaikul, A. (Ani), Oelsner, E. C. (Elizabeth C.), Barr, R. G. (R. G.), Taylor, K. D. (Kent D.), Rich, S. S. (Stephen S.), Bonten, T. N. (Tobias N.), Mook-Kanamori, D. O. (Dennis O.), Noordam, R. (Raymond), Li-Gao, R. (Ruifang), Jarvelin, M.-R. (Marjo-Riitta), Wielscher, M. (Matthias), Terzikhan, N. (Natalie), Lahousse, L. (Lies), Brusselle, G. (Guy), Weiss, S. (Stefan), Ewert, R. (Ralf), Gläser, S. (Sven), Homuth, G. (Georg), Shrine, N. (Nick), Hall, I. P. (Ian P.), Tobin, M. (Martin), London, S. J. (Stephanie J.), Wei, P. (Peng), and Morrison, A. C. (Alanna C.)
- Abstract
Genome-wide association studies have identified numerous common genetic variants associated with spirometric measures of pulmonary function, including forced expiratory volume in one second (FEV₁), forced vital capacity, and their ratio. However, variants with lower minor allele frequencies are less explored. We conducted a large-scale gene-smoking interaction meta-analysis on exonic rare and low-frequency variants involving 44,429 individuals of European ancestry in the discovery stage and sought replication in the UK BiLEVE study with 45,133 European ancestry samples and UK Biobank study with 59,478 samples. We leveraged data on cigarette smoking, the major environmental risk factor for reduced lung function, by testing gene-by-smoking interaction effects only and simultaneously testing the genetic main effects and interaction effects. The most statistically significant signal that replicated was a previously reported low-frequency signal in GPR126, distinct from common variant associations in this gene. Although only nominal replication was obtained for a top rare variant signal rs142935352 in one of the two studies, interaction and joint tests for current smoking and PDE3B were significantly associated with FEV₁. This study investigates the utility of assessing gene-by-smoking interactions and underscores their effects on potential pulmonary function.
- Published
- 2021
19. Rare variant analysis in eczema identifies exonic variants in DUSP1, NOTCH4 and SLC9A4
- Author
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Grosche, S. (Sarah), Marenholz, I. (Ingo), Esparza-Gordillo, J. (Jorge), Arnau-Soler, A. (Aleix), Pairo-Castineira, E. (Erola), Rueschendorf, F. (Franz), Ahluwalia, T. S. (Tarunveer S.), Almqvist, C. (Catarina), Arnold, A. (Andreas), Baurecht, H. (Hansjoerg), Bisgaard, H. (Hans), Bonnelykke, K. (Klaus), Brown, S. J. (Sara J.), Bustamante, M. (Mariona), Curtin, J. A. (John A.), Custovic, A. (Adnan), Dharmage, S. C. (Shyamali C.), Esplugues, A. (Ana), Falchi, M. (Mario), Fernandez-Orth, D. (Dietmar), Ferreira, M. A. (Manuel A. R.), Franke, A. (Andre), Gerdes, S. (Sascha), Gieger, C. (Christian), Hakonarson, H. (Hakon), Holt, P. G. (Patrick G.), Homuth, G. (Georg), Hubner, N. (Norbert), Hysi, P. G. (Pirro G.), Järvelin, M.-R. (Marjo-Riitta), Karlsson, R. (Robert), Koppelman, G. H. (Gerard H.), Lau, S. (Susanne), Lutz, M. (Manuel), Magnusson, P. K. (Patrik K. E.), Marks, G. B. (Guy B.), Mueller-Nurasyid, M. (Martina), Noethen, M. M. (Markus M.), Paternoster, L. (Lavinia), Pennell, C. E. (Craig E.), Peters, A. (Annette), Rawlik, K. (Konrad), Robertson, C. F. (Colin F.), Rodriguez, E. (Elke), Sebert, S. (Sylvain), Simpson, A. (Angela), Sleiman, P. M. (Patrick M. A.), Standl, M. (Marie), Stoelzl, D. (Dora), Strauch, K. (Konstantin), Szwajda, A. (Agnieszka), Tenesa, A. (Albert), Thompson, P. J. (Philip J.), Ullemar, V. (Vilhelmina), Visconti, A. (Alessia), Vonk, J. M. (Judith M.), Wang, C. A. (Carol A.), Weidinger, S. (Stephan), Wielscher, M. (Matthias), Worth, C. L. (Catherine L.), Xu, C.-J. (Chen-Jian), Lee, Y.-A. (Young-Ae), and Groningen Research Institute for Asthma and COPD (GRIAC)
- Subjects
Sodium-Hydrogen Exchangers ,Genotype ,Eczema ,Gene Expression ,Genetic predisposition to disease ,Dual Specificity Phosphatase 1 ,Rare variants ,Matrix Attachment Region Binding Proteins ,Polymorphism, Single Nucleotide ,Genome-wide association studies ,Article ,Cytokine Receptor Common beta Subunit ,Skin diseases ,Rare Diseases ,Cardiovascular and Metabolic Diseases ,Humans ,Receptor, Notch4 ,Genome-Wide Association Study ,Atopic dermatitis - Abstract
Previous genome-wide association studies revealed multiple common variants involved in eczema but the role of rare variants remains to be elucidated. Here, we investigate the role of rare variants in eczema susceptibility. We meta-analyze 21 study populations including 20,016 eczema cases and 380,433 controls. Rare variants are imputed with high accuracy using large population-based reference panels. We identify rare exonic variants in DUSP1, NOTCH4, and SLC9A4 to be associated with eczema. In DUSP1 and NOTCH4 missense variants are predicted to impact conserved functional domains. In addition, five novel common variants at SATB1-AS1/KCNH8, TRIB1/LINC00861, ZBTB1, TBX21/OSBPL7, and CSF2RB are discovered. While genes prioritized based on rare variants are significantly up-regulated in the skin, common variants point to immune cell function. Over 20% of the single nucleotide variant-based heritability is attributable to rare and low-frequency variants. The identified rare/low-frequency variants located in functional protein domains point to promising targets for novel therapeutic approaches to eczema., Genetic studies of eczema to date have mostly explored common genetic variation. Here, the authors perform a large meta-analysis for common and rare variants and discover 8 loci associated with eczema. Over 20% of the heritability of the condition is attributable to rare variants.
- Published
- 2020
20. Genome wide association study of circulating interleukin 6 levels identifies novel loci
- Author
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Ahluwalia, T.S., Armstrong, N.J., Aslibekyan, S., Beekman, M., Cheng, Y., deGeus, E., Delgado, G.E., Marek, D., Kanoni, S., Nolte, I.M., Porcu, E., Seppälä, I., Standl, M., Teumer, A., Thalamuthu, A., Trompet, S., Benjamin, E.J., Feitosa, M.F., Homuth, G., Lahti, J., Liu, Y., Timpson, N.J., Visvikis-Siest, S., Völker, U., Baune, B.T., Boomsma, D., Deary, I.J., Evans, D.M., Ferreira, M.A., Gaunt, T., Gudnason, V., Hamsten, A., Humphries, S.E., Koeing, W., Kumari, M., Lawlor, D.A., Nauck, M., Price, J.F., Sørensen, T.I.A., Stacey, D., Stathopoulou, M.G., Tanaka, T., Wannamethee, S.G., Rotter, J.I., Dehghan, A., Boerwinkle, E., Sneider, H., Psaty, B.M., Prins, B.P., Alizadeh, B.Z., Ahluwalia, T.S., Armstrong, N.J., Aslibekyan, S., Beekman, M., Cheng, Y., deGeus, E., Delgado, G.E., Marek, D., Kanoni, S., Nolte, I.M., Porcu, E., Seppälä, I., Standl, M., Teumer, A., Thalamuthu, A., Trompet, S., Benjamin, E.J., Feitosa, M.F., Homuth, G., Lahti, J., Liu, Y., Timpson, N.J., Visvikis-Siest, S., Völker, U., Baune, B.T., Boomsma, D., Deary, I.J., Evans, D.M., Ferreira, M.A., Gaunt, T., Gudnason, V., Hamsten, A., Humphries, S.E., Koeing, W., Kumari, M., Lawlor, D.A., Nauck, M., Price, J.F., Sørensen, T.I.A., Stacey, D., Stathopoulou, M.G., Tanaka, T., Wannamethee, S.G., Rotter, J.I., Dehghan, A., Boerwinkle, E., Sneider, H., Psaty, B.M., Prins, B.P., and Alizadeh, B.Z.
- Abstract
Interleukin-6 (IL-6) is a multifunctional cytokine with both pro and anti-inflammatory properties, synthesized by a wide range of tissues and cell types. Increased levels of circulating IL-6 in blood is associated with the pathophysiology of complex disorders like type 2 diabetes, cardiovascular and autoimmune diseases. Albeit, IL-6 levels are heritable with estimates up to 61%, only a few common genetic loci associated with circulating IL-6 levels have been identified. We therefore conducted a two stage (discovery and replication) meta genome-wide association study (GWAS) of circulating serum IL-6 concentrations comprising up to 67,428 individuals of european ancestry. About 2.5 million single nucleotide polymorphisms (SNPs) were available for testing after imputation to Hap Map 2 reference panel. We conducted an inverse variance based fixed effects meta-analysis. We identified three IL-6 associated, independent signals on chromosomes (chr) 2q14, 6p21 and 1q21, reaching genome-wide significance (p < 5.0 × 10−8) in the combined meta-analyses. Among the identified loci IL1F10/IL1RN (chr 2q14, p = 1.8 × 10−11), and HLA-DRB1/DRB5 (chr 6p21, p =1.5 × 10−10) were novel while IL6R (chr 1q21, p = 1.2 × 10−122) was a known locus. Our study identifies 2 novel loci for circulating IL-6 levels uncovering new immunological and inflammatory pathways that may influence IL-6 pathobiology.
- Published
- 2020
21. The genetic architecture of the human cerebral cortex
- Author
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Grasby, K.L., Jahanshad, N., Painter, J.N., Colodro-Conde, L., Bralten, J., Hibar, D.P., Lind, P.A., Pizzagalli, F., Ching, C.R.K., McMahon, M.A.B., Shatokhina, N., Zsembik, L.C.P., Thomopoulos, S.I., Zhu, A.H., Strike, L.T., Agartz, I., Alhusaini, S., Almeida, M.A.A., Alnæs, D., Amlien, I.K., Andersson, M., Ard, T., Armstrong, N.J., Ashley-Koch, A., Atkins, J.R., Bernard, M., Brouwer, R.M., Buimer, E.E.L., Bülow, R., Bürger, C., Cannon, D.M., Chakravarty, M.M., Chen, Q., Cheung, J.W., Couvy-Duchesne, B., Dale, A.M., Dalvie, S., de Araujo, T.K., de Zubicaray, G.I., de Zwarte, S.M.C., den Braber, A., Doan, N.T., Dohm, K., Ehrlich, S., Engelbrecht, H-R, Erk, S., Fan, C.C., Fedko, I.O., Foley, S.F., Ford, J.M., Fukunaga, M., Garrett, M.E., Ge, T., Giddaluru, S., Goldman, A.L., Green, M.J., Groenewold, N.A., Grotegerd, D., Gurholt, T.P., Gutman, B.A., Hansell, N.K., Harris, M.A., Harrison, M.B., Haswell, C.C., Hauser, M., Herms, S., Heslenfeld, D.J., Ho, N.F., Hoehn, D., Hoffmann, P., Holleran, L., Hoogman, M., Hottenga, J-J, Ikeda, M., Janowitz, D., Jansen, I.E., Jia, T., Jockwitz, C., Kanai, R., Karama, S., Kasperaviciute, D., Kaufmann, T., Kelly, S., Kikuchi, M., Klein, M., Knapp, M., Knodt, A.R., Krämer, B., Lam, M., Lancaster, T.M., Lee, P.H., Lett, T.A., Lewis, L.B., Lopes-Cendes, I., Luciano, M., Macciardi, F., Marquand, A.F., Mathias, S.R., Melzer, T.R., Milaneschi, Y., Mirza-Schreiber, N., Moreira, J.C.V., Mühleisen, T.W., Müller-Myhsok, B., Najt, P., Nakahara, S., Nho, K., Olde Loohuis, L.M., Orfanos, D.P., Pearson, J.F., Pitcher, T.L., Pütz, B., Quidé, Y., Ragothaman, A., Rashid, F.M., Reay, W.R., Redlich, R., Reinbold, C.S., Repple, J., Richard, G., Riedel, B.C., Risacher, S.L., Rocha, C.S., Mota, N.R., Salminen, L., Saremi, A., Saykin, A.J., Schlag, F., Schmaal, L., Schofield, P.R., Secolin, R., Shapland, C.Y., Shen, L., Shin, J., Shumskaya, E., Sønderby, I.E., Sprooten, E., Tansey, K.E., Teumer, A., Thalamuthu, A., Tordesillas-Gutierrez, D., Turner, J.A., Uhlmann, A., Vallerga, C.L., van der Meer, D., van Donkelaar, M.M.J., van Eijk, L., Van Erp, T.G.M., van Haren, N.E.M., Van Rooij, D., van Tol, M-J, Veldink, J.H., Verhoef, E., Walton, E., Wang, M., Wang, Y., Wardlaw, J.M., Wen, W., Westlye, L.T., Whelan, C.D., Witt, S.H., Wittfeld, K., Wolf, C., Wolfers, T., Wu, J.Q., Yasuda, C.L., Zaremba, D., Zhang, Z., Zwiers, M.P., Artiges, E., Assareh, A.A., Ayesa-Arriola, R., Belger, A., Brandt, C.L., Brown, G.G., Cichon, S., Curran, J.E., Davies, G.E., Degenhardt, F., Dennis, M.F., Dietsche, B., Djurovic, S., Doherty, C.P., Espiritu, R., Garijo, D., Gil, Y., Gowland, P.A., Green, R.C., Häusler, A.N., Heindel, W., Ho, B-C., Hoffmann, W.U., Holsboer, F., Homuth, G., Hosten, N., Jack, C.R., Jang, M., Jansen, A., Kimbrel, N.A., Kolskår, K., Koops, S., Krug, A., Lim, K.O., Luykx, J.J., Mathalon, D.H., Mather, K.A., Mattay, V.S., Matthews, S., Mayoral Van Son, J., McEwen, S.C., Melle, I., Morris, D.W., Mueller, B.A., Nauck, M., Nordvik, J.E., Nöthen, M.M., O’Leary, D.S., Opel, N., Martinot, M-L.P., Pike, G.B., Preda, A., Quinlan, E.B., Rasser, P.E., Ratnakar, V., Reppermund, S., Steen, V.M., Tooney, P.A., Torres, F.R., Veltman, D.J., Voyvodic, J.T., Whelan, R., White, T., Yamamori, H., Adams, H.H.H., Bis, J.C., Debette, S., DeCarli, C., Fornage, M., Gudnason, V., Hofer, E., Ikram, M.A., Launer, L., Longstreth, W.T., Lopez, O.L., Mazoyer, B., Mosley, T.H., Roshchupkin, G.V., Satizabal, C.L., Schmidt, R., Seshadri, S., Yang, Q., Alvim, M.K.M., Ames, D., Anderson, T.J., Andreassen, O.A., Arias-Vasquez, A., Bastin, M.E., Baune, B.T., Beckham, J.C., Blangero, J., Boomsma, D.I., Brodaty, H., Brunner, H.G., Buckner, R.L., Buitelaar, J.K., Bustillo, J.R., Cahn, W., Cairns, M.J., Calhoun, V., Carr, V.J., Caseras, X., Caspers, S., Cavalleri, G.L., Cendes, F., Corvin, A., Crespo-Facorro, B., Dalrymple-Alford, J.C., Dannlowski, U., de Geus, E.J.C., Deary, I.J., Delanty, N., Depondt, C., Desrivières, S., Donohoe, G., Espeseth, T., Fernández, G., Fisher, S.E., Flor, H., Forstner, A.J., Francks, C., Franke, B., Glahn, D.C., Gollub, R.L., Grabe, H.J., Gruber, O., Håberg, A.K., Hariri, A.R., Hartman, C.A., Hashimoto, R., Heinz, A., Henskens, F.A., Hillegers, M.H.J., Hoekstra, P.J., Holmes, A.J., Hong, L.E., Hopkins, W.D., Hulshoff Pol, H.E., Jernigan, T.L., Jönsson, E.G., Kahn, R.S., Kennedy, M.A., Kircher, T.T.J., Kochunov, P., Kwok, J.B.J., Le Hellard, S., Loughland, C.M., Martin, N.G., Martinot, J-L, McDonald, C., McMahon, K.L., Meyer-Lindenberg, A., Michie, P.T., Morey, R.A., Mowry, B., Nyberg, L., Oosterlaan, J., Ophoff, R.A., Pantelis, C., Paus, T., Pausova, Z., Penninx, B.W.J.H., Polderman, T.J.C., Posthuma, D., Rietschel, M., Roffman, J.L., Rowland, L.M., Sachdev, P.S., Sämann, P.G., Schall, U., Schumann, G., Scott, R.J., Sim, K., Sisodiya, S.M., Smoller, J.W., Sommer, I.E., St Pourcain, B., Stein, D.J., Toga, A.W., Trollor, J.N., van der Wee, N.J.A., van ’t Ent, D., Völzke, H., Walter, H., Weber, B., Weinberger, D.R., Wright, M.J., Zhou, J., Stein, J.L., Thompson, P.M., Medland, S.E., Grasby, K.L., Jahanshad, N., Painter, J.N., Colodro-Conde, L., Bralten, J., Hibar, D.P., Lind, P.A., Pizzagalli, F., Ching, C.R.K., McMahon, M.A.B., Shatokhina, N., Zsembik, L.C.P., Thomopoulos, S.I., Zhu, A.H., Strike, L.T., Agartz, I., Alhusaini, S., Almeida, M.A.A., Alnæs, D., Amlien, I.K., Andersson, M., Ard, T., Armstrong, N.J., Ashley-Koch, A., Atkins, J.R., Bernard, M., Brouwer, R.M., Buimer, E.E.L., Bülow, R., Bürger, C., Cannon, D.M., Chakravarty, M.M., Chen, Q., Cheung, J.W., Couvy-Duchesne, B., Dale, A.M., Dalvie, S., de Araujo, T.K., de Zubicaray, G.I., de Zwarte, S.M.C., den Braber, A., Doan, N.T., Dohm, K., Ehrlich, S., Engelbrecht, H-R, Erk, S., Fan, C.C., Fedko, I.O., Foley, S.F., Ford, J.M., Fukunaga, M., Garrett, M.E., Ge, T., Giddaluru, S., Goldman, A.L., Green, M.J., Groenewold, N.A., Grotegerd, D., Gurholt, T.P., Gutman, B.A., Hansell, N.K., Harris, M.A., Harrison, M.B., Haswell, C.C., Hauser, M., Herms, S., Heslenfeld, D.J., Ho, N.F., Hoehn, D., Hoffmann, P., Holleran, L., Hoogman, M., Hottenga, J-J, Ikeda, M., Janowitz, D., Jansen, I.E., Jia, T., Jockwitz, C., Kanai, R., Karama, S., Kasperaviciute, D., Kaufmann, T., Kelly, S., Kikuchi, M., Klein, M., Knapp, M., Knodt, A.R., Krämer, B., Lam, M., Lancaster, T.M., Lee, P.H., Lett, T.A., Lewis, L.B., Lopes-Cendes, I., Luciano, M., Macciardi, F., Marquand, A.F., Mathias, S.R., Melzer, T.R., Milaneschi, Y., Mirza-Schreiber, N., Moreira, J.C.V., Mühleisen, T.W., Müller-Myhsok, B., Najt, P., Nakahara, S., Nho, K., Olde Loohuis, L.M., Orfanos, D.P., Pearson, J.F., Pitcher, T.L., Pütz, B., Quidé, Y., Ragothaman, A., Rashid, F.M., Reay, W.R., Redlich, R., Reinbold, C.S., Repple, J., Richard, G., Riedel, B.C., Risacher, S.L., Rocha, C.S., Mota, N.R., Salminen, L., Saremi, A., Saykin, A.J., Schlag, F., Schmaal, L., Schofield, P.R., Secolin, R., Shapland, C.Y., Shen, L., Shin, J., Shumskaya, E., Sønderby, I.E., Sprooten, E., Tansey, K.E., Teumer, A., Thalamuthu, A., Tordesillas-Gutierrez, D., Turner, J.A., Uhlmann, A., Vallerga, C.L., van der Meer, D., van Donkelaar, M.M.J., van Eijk, L., Van Erp, T.G.M., van Haren, N.E.M., Van Rooij, D., van Tol, M-J, Veldink, J.H., Verhoef, E., Walton, E., Wang, M., Wang, Y., Wardlaw, J.M., Wen, W., Westlye, L.T., Whelan, C.D., Witt, S.H., Wittfeld, K., Wolf, C., Wolfers, T., Wu, J.Q., Yasuda, C.L., Zaremba, D., Zhang, Z., Zwiers, M.P., Artiges, E., Assareh, A.A., Ayesa-Arriola, R., Belger, A., Brandt, C.L., Brown, G.G., Cichon, S., Curran, J.E., Davies, G.E., Degenhardt, F., Dennis, M.F., Dietsche, B., Djurovic, S., Doherty, C.P., Espiritu, R., Garijo, D., Gil, Y., Gowland, P.A., Green, R.C., Häusler, A.N., Heindel, W., Ho, B-C., Hoffmann, W.U., Holsboer, F., Homuth, G., Hosten, N., Jack, C.R., Jang, M., Jansen, A., Kimbrel, N.A., Kolskår, K., Koops, S., Krug, A., Lim, K.O., Luykx, J.J., Mathalon, D.H., Mather, K.A., Mattay, V.S., Matthews, S., Mayoral Van Son, J., McEwen, S.C., Melle, I., Morris, D.W., Mueller, B.A., Nauck, M., Nordvik, J.E., Nöthen, M.M., O’Leary, D.S., Opel, N., Martinot, M-L.P., Pike, G.B., Preda, A., Quinlan, E.B., Rasser, P.E., Ratnakar, V., Reppermund, S., Steen, V.M., Tooney, P.A., Torres, F.R., Veltman, D.J., Voyvodic, J.T., Whelan, R., White, T., Yamamori, H., Adams, H.H.H., Bis, J.C., Debette, S., DeCarli, C., Fornage, M., Gudnason, V., Hofer, E., Ikram, M.A., Launer, L., Longstreth, W.T., Lopez, O.L., Mazoyer, B., Mosley, T.H., Roshchupkin, G.V., Satizabal, C.L., Schmidt, R., Seshadri, S., Yang, Q., Alvim, M.K.M., Ames, D., Anderson, T.J., Andreassen, O.A., Arias-Vasquez, A., Bastin, M.E., Baune, B.T., Beckham, J.C., Blangero, J., Boomsma, D.I., Brodaty, H., Brunner, H.G., Buckner, R.L., Buitelaar, J.K., Bustillo, J.R., Cahn, W., Cairns, M.J., Calhoun, V., Carr, V.J., Caseras, X., Caspers, S., Cavalleri, G.L., Cendes, F., Corvin, A., Crespo-Facorro, B., Dalrymple-Alford, J.C., Dannlowski, U., de Geus, E.J.C., Deary, I.J., Delanty, N., Depondt, C., Desrivières, S., Donohoe, G., Espeseth, T., Fernández, G., Fisher, S.E., Flor, H., Forstner, A.J., Francks, C., Franke, B., Glahn, D.C., Gollub, R.L., Grabe, H.J., Gruber, O., Håberg, A.K., Hariri, A.R., Hartman, C.A., Hashimoto, R., Heinz, A., Henskens, F.A., Hillegers, M.H.J., Hoekstra, P.J., Holmes, A.J., Hong, L.E., Hopkins, W.D., Hulshoff Pol, H.E., Jernigan, T.L., Jönsson, E.G., Kahn, R.S., Kennedy, M.A., Kircher, T.T.J., Kochunov, P., Kwok, J.B.J., Le Hellard, S., Loughland, C.M., Martin, N.G., Martinot, J-L, McDonald, C., McMahon, K.L., Meyer-Lindenberg, A., Michie, P.T., Morey, R.A., Mowry, B., Nyberg, L., Oosterlaan, J., Ophoff, R.A., Pantelis, C., Paus, T., Pausova, Z., Penninx, B.W.J.H., Polderman, T.J.C., Posthuma, D., Rietschel, M., Roffman, J.L., Rowland, L.M., Sachdev, P.S., Sämann, P.G., Schall, U., Schumann, G., Scott, R.J., Sim, K., Sisodiya, S.M., Smoller, J.W., Sommer, I.E., St Pourcain, B., Stein, D.J., Toga, A.W., Trollor, J.N., van der Wee, N.J.A., van ’t Ent, D., Völzke, H., Walter, H., Weber, B., Weinberger, D.R., Wright, M.J., Zhou, J., Stein, J.L., Thompson, P.M., and Medland, S.E.
- Abstract
INTRODUCTION The cerebral cortex underlies our complex cognitive capabilities. Variations in human cortical surface area and thickness are associated with neurological, psychological, and behavioral traits and can be measured in vivo by magnetic resonance imaging (MRI). Studies in model organisms have identified genes that influence cortical structure, but little is known about common genetic variants that affect human cortical structure. RATIONALE To identify genetic variants associated with human cortical structure at both global and regional levels, we conducted a genome-wide association meta-analysis of brain MRI data from 51,665 individuals across 60 cohorts. We analyzed the surface area and average thickness of the whole cortex and 34 cortical regions with known functional specializations. RESULTS We identified 306 nominally genome-wide significant loci (P < 5 × 10−8) associated with cortical structure in a discovery sample of 33,992 participants of European ancestry. Of the 299 loci for which replication data were available, 241 loci influencing surface area and 14 influencing thickness remained significant after replication, with 199 loci passing multiple testing correction (P < 8.3 × 10−10; 187 influencing surface area and 12 influencing thickness). Common genetic variants explained 34% (SE = 3%) of the variation in total surface area and 26% (SE = 2%) in average thickness; surface area and thickness showed a negative genetic correlation (rG = −0.32, SE = 0.05, P = 6.5 × 10−12), which suggests that genetic influences have opposing effects on surface area and thickness. Bioinformatic analyses showed that total surface area is influenced by genetic variants that alter gene regulatory activity in neural progenitor cells during fetal development. By contrast, average thickness is influenced by active regulatory elements in adult brain samples, which may reflect processes that occur after mid-fetal development, such as myelination, branching, or pruning. When co
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- 2020
22. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries
- Author
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Thompson, P.M. (Paul), Jahanshad, N. (Neda), Ching, C.R.K. (Christopher), Salminen, L.E. (Lauren E.), Thomopoulos, S.I. (Sophia I.), Bright, J. (Joanna), Baune, B.T., Bertolín, S. (Sara), Bralten, L.B.C. (Linda), Bruin, W.B. (Willem B.), Bülow, R. (Robin), Chen, J. (Jian), Chye, Y. (Yann), Dannlowski, U. (Udo), de Kovel, C.G.F. (Carolien G F), Donohoe, D.J. (Dennis), Eyler, L.T. (Lisa T.), Faraone, S.V. (Stephen), Favre, P. (Pauline), Filippi, C.A. (Courtney A.), Frodl, T. (Thomas), Garijo, D. (Daniel), Gil, Y. (Yolanda), Grabe, H.J. (Hans Jörgen), Grasby, K.L. (Katrina L.), Hajek, T. (Tomas), Han, L.K.M. (Laura K M), Hatton, W., Hilbert, K. (Kevin), Ho, T.C. (Tiffany C.), Holleran, L. (Laurena), Homuth, G. (Georg), Hosten, N. (Norbert), Houenou, J. (Josselin), Ivanov, I. (Iliyan), Jia, T. (Tianye), Kelly, S. (Sinead), Klein, M. (Marieke), Kwon, J.S. (Jun Soo), Laansma, M.A. (Max A.), Leerssen, J. (Jeanne), Lueken, U. (Ulrike), Nunes, A. (Abraham), Neill, J.O. (Joseph O'), Opel, N. (Nils), Piras, F. (Fabrizio), Piras, F. (Federica), Postema, M.C. (Merel C.), Pozzi, E. (Elena), Shatokhina, N. (Natalia), Soriano-Mas, C. (Carles), Spalletta, G. (Gianfranco), Sun, D. (Daqiang), Teumer, A. (Alexander), Tilot, A.K. (Amanda K.), Tozzi, L. (Leonardo), van der Merwe, C. (Celia), Someren, E.J.W. (Eus) van, van Wingen, G.A. (Guido A.), Völzke, H. (Henry), Walton, E. (Esther), Wang, L. (Lei), Winkler, A.M. (Anderson), Wittfeld, K. (Katharina), Wright, M.J. (Margaret), Yun, J.-Y. (Je-Yeon), Zhang, G. (Guohao), Zhang-James, Y. (Yanli), Adhikari, B.M. (Bhim M.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Aleman, A. (André), Althoff, R.R. (Robert R.), Altmann, A. (A.), Andreassen, O.A. (Ole), Baron, D.A. (David A.), Bartnik-Olson, B.L. (Brenda L.), Marie Bas-Hoogendam, J. (Janna), Baskin-Sommers, A.R. (Arielle R.), Bearden, C.E. (Carrie), Berner, L.A. (Laura A.), Boedhoe, P.S.W. (Premika S W), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan), Caeyenberghs, K. (Karen), Cecil, C.A.M. (Charlotte), Cohen, R.A. (Ronald A.), Cole, J.H. (James H.), Conrod, P. (Patricia), De Brito, S.A. (Stephane A.), de Zwarte, S.M.C. (Sonja M C), Dennis, E.L. (Emily L.), Desrivieres, S. (Sylvane), Dima, D. (Danai), Ehrlich, S.M. (Stefan), Esopenko, C. (Carrie), Fairchild, G. (Graeme), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Francks, C. (Clyde), Frangou, S. (Sophia), Franke, B. (Barbara), Garavan, H.P. (Hugh P.), Glahn, D.C. (David), Groenewold, N.A. (Nynke A.), Gurholt, T.P. (Tiril P.), Gutman, B.A. (Boris A.), Hahn, T. (Tim), Harding, I.H. (Ian H.), Hernaus, D. (Dennis), Hibar, D.P. (Derrek P.), Hillary, F.G. (Frank G.), Hoogman, M. (Martine), Hulshoff Pol, H.E. (Hilleke E.), Jalbrzikowski, M. (Maria), Karkashadze, G.A. (George A.), Klapwijk, E.T. (Eduard T.), Knickmeyer, R.C. (Rebecca C.), Kochunov, P. (Peter), Koerte, I.K. (Inga K.), Kong, X.-Z. (Xiang-Zhen), Liew, S.-L. (Sook-Lei), Lin, A.P. (Alexander P.), Logue, M.W. (Mark W.), Luders, E. (Eileen), Macciardi, F. (Fabio), Mackey, S. (Scott), Mayer, A.R. (Andrew R.), McDonald, C.R. (Carrie R.), McMahon, A.B. (Agnes B.), Medland, S.E. (Sarah), Modinos, G. (Gemma), Morey, R.A. (Rajendra A.), Mueller, S.C. (Sven C.), Mukherjee, P. (Pratik), Namazova-Baranova, L. (L.), Nir, T.M. (Talia M.), Olsen, A. (Alexander), Paschou, P. (Peristera), Pine, D.S. (Daniel S.), Pizzagalli, F. (Fabrizio), Rentería, M.E. (Miguel), Rohrer, J.D. (Jonathan D.), Sämann, P.G. (Philipp), Schmaal, L. (Lianne), Schumann, G. (Gunter), Shiroishi, M.S. (Mark S.), Sisodiya, S.M. (Sanjay), Smit, D.J.A. (Dirk J A), Sønderby, I.E. (Ida E.), Stein, D.J. (Dan J.), Stein, J.L., Tahmasian, M. (Masoud), Tate, D.F. (David F.), Turner, J. (Jessica), Heuvel, O.A. (Odile A.), Wee, N.J. (Nic) van der, van der Werf, Y.D. (Ysbrand), Erp, T.G.M. (Theo G.) van, van Haren, N.E.M. (Neeltje E M), van Rooij, D. (Daan), Van Velzen, L.S., Veer, I.M. (Ilya), Veltman, D.J. (Dick), Villalon-Reina, J.E. (Julio E.), Walter, H.J. (Henrik), Whelan, C.D. (Christopher), Wilde, E.A. (Elisabeth A.), Zarei, M. (Mojtaba), Zelman, V. (Vladimir), Thompson, P.M. (Paul), Jahanshad, N. (Neda), Ching, C.R.K. (Christopher), Salminen, L.E. (Lauren E.), Thomopoulos, S.I. (Sophia I.), Bright, J. (Joanna), Baune, B.T., Bertolín, S. (Sara), Bralten, L.B.C. (Linda), Bruin, W.B. (Willem B.), Bülow, R. (Robin), Chen, J. (Jian), Chye, Y. (Yann), Dannlowski, U. (Udo), de Kovel, C.G.F. (Carolien G F), Donohoe, D.J. (Dennis), Eyler, L.T. (Lisa T.), Faraone, S.V. (Stephen), Favre, P. (Pauline), Filippi, C.A. (Courtney A.), Frodl, T. (Thomas), Garijo, D. (Daniel), Gil, Y. (Yolanda), Grabe, H.J. (Hans Jörgen), Grasby, K.L. (Katrina L.), Hajek, T. (Tomas), Han, L.K.M. (Laura K M), Hatton, W., Hilbert, K. (Kevin), Ho, T.C. (Tiffany C.), Holleran, L. (Laurena), Homuth, G. (Georg), Hosten, N. (Norbert), Houenou, J. (Josselin), Ivanov, I. (Iliyan), Jia, T. (Tianye), Kelly, S. (Sinead), Klein, M. (Marieke), Kwon, J.S. (Jun Soo), Laansma, M.A. (Max A.), Leerssen, J. (Jeanne), Lueken, U. (Ulrike), Nunes, A. (Abraham), Neill, J.O. (Joseph O'), Opel, N. (Nils), Piras, F. (Fabrizio), Piras, F. (Federica), Postema, M.C. (Merel C.), Pozzi, E. (Elena), Shatokhina, N. (Natalia), Soriano-Mas, C. (Carles), Spalletta, G. (Gianfranco), Sun, D. (Daqiang), Teumer, A. (Alexander), Tilot, A.K. (Amanda K.), Tozzi, L. (Leonardo), van der Merwe, C. (Celia), Someren, E.J.W. (Eus) van, van Wingen, G.A. (Guido A.), Völzke, H. (Henry), Walton, E. (Esther), Wang, L. (Lei), Winkler, A.M. (Anderson), Wittfeld, K. (Katharina), Wright, M.J. (Margaret), Yun, J.-Y. (Je-Yeon), Zhang, G. (Guohao), Zhang-James, Y. (Yanli), Adhikari, B.M. (Bhim M.), Agartz, I. (Ingrid), Aghajani, M. (Moji), Aleman, A. (André), Althoff, R.R. (Robert R.), Altmann, A. (A.), Andreassen, O.A. (Ole), Baron, D.A. (David A.), Bartnik-Olson, B.L. (Brenda L.), Marie Bas-Hoogendam, J. (Janna), Baskin-Sommers, A.R. (Arielle R.), Bearden, C.E. (Carrie), Berner, L.A. (Laura A.), Boedhoe, P.S.W. (Premika S W), Brouwer, R.M. (Rachel), Buitelaar, J.K. (Jan), Caeyenberghs, K. (Karen), Cecil, C.A.M. (Charlotte), Cohen, R.A. (Ronald A.), Cole, J.H. (James H.), Conrod, P. (Patricia), De Brito, S.A. (Stephane A.), de Zwarte, S.M.C. (Sonja M C), Dennis, E.L. (Emily L.), Desrivieres, S. (Sylvane), Dima, D. (Danai), Ehrlich, S.M. (Stefan), Esopenko, C. (Carrie), Fairchild, G. (Graeme), Fisher, S.E. (Simon), Fouche, J.-P. (Jean-Paul), Francks, C. (Clyde), Frangou, S. (Sophia), Franke, B. (Barbara), Garavan, H.P. (Hugh P.), Glahn, D.C. (David), Groenewold, N.A. (Nynke A.), Gurholt, T.P. (Tiril P.), Gutman, B.A. (Boris A.), Hahn, T. (Tim), Harding, I.H. (Ian H.), Hernaus, D. (Dennis), Hibar, D.P. (Derrek P.), Hillary, F.G. (Frank G.), Hoogman, M. (Martine), Hulshoff Pol, H.E. (Hilleke E.), Jalbrzikowski, M. (Maria), Karkashadze, G.A. (George A.), Klapwijk, E.T. (Eduard T.), Knickmeyer, R.C. (Rebecca C.), Kochunov, P. (Peter), Koerte, I.K. (Inga K.), Kong, X.-Z. (Xiang-Zhen), Liew, S.-L. (Sook-Lei), Lin, A.P. (Alexander P.), Logue, M.W. (Mark W.), Luders, E. (Eileen), Macciardi, F. (Fabio), Mackey, S. (Scott), Mayer, A.R. (Andrew R.), McDonald, C.R. (Carrie R.), McMahon, A.B. (Agnes B.), Medland, S.E. (Sarah), Modinos, G. (Gemma), Morey, R.A. (Rajendra A.), Mueller, S.C. (Sven C.), Mukherjee, P. (Pratik), Namazova-Baranova, L. (L.), Nir, T.M. (Talia M.), Olsen, A. (Alexander), Paschou, P. (Peristera), Pine, D.S. (Daniel S.), Pizzagalli, F. (Fabrizio), Rentería, M.E. (Miguel), Rohrer, J.D. (Jonathan D.), Sämann, P.G. (Philipp), Schmaal, L. (Lianne), Schumann, G. (Gunter), Shiroishi, M.S. (Mark S.), Sisodiya, S.M. (Sanjay), Smit, D.J.A. (Dirk J A), Sønderby, I.E. (Ida E.), Stein, D.J. (Dan J.), Stein, J.L., Tahmasian, M. (Masoud), Tate, D.F. (David F.), Turner, J. (Jessica), Heuvel, O.A. (Odile A.), Wee, N.J. (Nic) van der, van der Werf, Y.D. (Ysbrand), Erp, T.G.M. (Theo G.) van, van Haren, N.E.M. (Neeltje E M), van Rooij, D. (Daan), Van Velzen, L.S., Veer, I.M. (Ilya), Veltman, D.J. (Dick), Villalon-Reina, J.E. (Julio E.), Walter, H.J. (Henrik), Whelan, C.D. (Christopher), Wilde, E.A. (Elisabeth A.), Zarei, M. (Mojtaba), and Zelman, V. (Vladimir)
- Abstract
This review summarizes the last decade of work by the ENIGMA (Enhancing NeuroImaging Genetics through Meta Analysis) Consortium, a global alliance of over 1400 scientists across 43 countries, studying the human brain in health and disease. Building on large-scale genetic studies that discovered the first robustly replicated genetic loci associated with brain metrics, ENIGMA has diversified into over 50 working groups (WGs), pooling worldwide data and expertise to answer fundamental questions in neuroscience, psychiatry, neurology, and genetics. Most ENIGMA WGs focus on specific psychiatric and neurological conditions, other WGs study normal variation due to sex and gender differences, or development and aging; still other WGs develop methodological pipelines and tools to facilitate harmonized analyses of "big data" (i.e., genetic and epigenetic data, multimodal MRI, and electroencephalography data). These international efforts have yielded the largest neuroimaging studies to date in schizophrenia, bipolar disorder, major depressive disorder, post-traumatic stress disorder, substance use disorders, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, autism spectrum disorders, epilepsy, and 22q11.2 deletion syndrome. More recent ENIGMA WGs have formed to study anxiety disorders, suicidal thoughts and behavior, sleep and insomnia, eating disorders, irritability, brain injury, antisocial personality and conduct disorder, and dissociative identity disorder. Here, we summarize the first decade of ENIGMA's activities and ongoing projects, and describe the successes and challenges encountered along the way. We highlight the advantages of collaborative large-scale coordinated data analyses for testing reproducibility and robustness of findings, offering the opportunity to identify brain systems involved in clinical syndromes across diverse samples and associated genetic, environmental, demographic, cognitive, and psychosocial factors.
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- 2020
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23. ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries
- Author
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Thompson, PM, Jahanshad, N, Ching, CRK, Salminen, LE, Thomopoulos, SI, Bright, J, Baune, BT, Bertolin, S, Bralten, J, Bruin, WB, Buelow, R, Chen, J, Chye, Y, Dannlowski, U, de Kovel, CGF, Donohoe, G, Eyler, LT, Faraone, SV, Favre, P, Filippi, CA, Frodl, T, Garijo, D, Gil, Y, Grabe, HJ, Grasby, KL, Hajek, T, Han, LKM, Hatton, SN, Hilbert, K, Ho, TC, Holleran, L, Homuth, G, Hosten, N, Houenou, J, Ivanov, I, Jia, T, Kelly, S, Klein, M, Kwon, JS, Laansma, MA, Leerssen, J, Lueken, U, Nunes, A, Neill, JO, Opel, N, Piras, F, Postema, MC, Pozzi, E, Shatokhina, N, Soriano-Mas, C, Spalletta, G, Sun, D, Teumer, A, Tilot, AK, Tozzi, L, van der Merwe, C, Van Someren, EJW, van Wingen, GA, Voelzke, H, Walton, E, Wang, L, Winkler, AM, Wittfeld, K, Wright, MJ, Yun, J-Y, Zhang, G, Zhang-James, Y, Adhikari, BM, Agartz, I, Aghajani, M, Aleman, A, Althoff, RR, Altmann, A, Andreassen, OA, Baron, DA, Bartnik-Olson, BL, Bas-Hoogendam, J, Baskin-Sommers, AR, Bearden, CE, Berner, LA, Boedhoe, PSW, Brouwer, RM, Buitelaar, JK, Caeyenberghs, K, Cecil, CAM, Cohen, RA, Cole, JH, Conrod, PJ, De Brito, SA, de Zwarte, SMC, Dennis, EL, Desrivieres, S, Dima, D, Ehrlich, S, Esopenko, C, Fairchild, G, Fisher, SE, Fouche, J-P, Francks, C, Frangou, S, Franke, B, Garavan, HP, Glahn, DC, Groenewold, NA, Gurholt, TP, Gutman, BA, Hahn, T, Harding, IH, Hernaus, D, Hibar, DP, Hillary, FG, Hoogman, M, Pol, HE, Jalbrzikowski, M, Karkashadze, GA, Klapwijk, ET, Knickmeyer, RC, Kochunov, P, Koerte, IK, Kong, X-Z, Liew, S-L, Lin, AP, Logue, MW, Luders, E, Macciardi, F, Mackey, S, Mayer, AR, McDonald, CR, McMahon, AB, Medland, SE, Modinos, G, Morey, RA, Mueller, SC, Mukherjee, P, Namazova-Baranova, L, Nir, TM, Olsen, A, Paschou, P, Pine, DS, Pizzagalli, F, Renteria, ME, Rohrer, JD, Saemann, PG, Schmaal, L, Schumann, G, Shiroishi, MS, Sisodiya, SM, Smit, DJA, Sonderby, IE, Stein, DJ, Stein, JL, Tahmasian, M, Tate, DF, Turner, JA, van den Heuvel, OA, van der Wee, NJA, van der Werf, YD, van Erp, TGM, van Haren, NEM, van Rooij, D, van Velzen, LS, Veer, IM, Veltman, DJ, Villalon-Reina, JE, Walter, H, Whelan, CD, Wilde, EA, Zarei, M, Zelman, V, Thompson, PM, Jahanshad, N, Ching, CRK, Salminen, LE, Thomopoulos, SI, Bright, J, Baune, BT, Bertolin, S, Bralten, J, Bruin, WB, Buelow, R, Chen, J, Chye, Y, Dannlowski, U, de Kovel, CGF, Donohoe, G, Eyler, LT, Faraone, SV, Favre, P, Filippi, CA, Frodl, T, Garijo, D, Gil, Y, Grabe, HJ, Grasby, KL, Hajek, T, Han, LKM, Hatton, SN, Hilbert, K, Ho, TC, Holleran, L, Homuth, G, Hosten, N, Houenou, J, Ivanov, I, Jia, T, Kelly, S, Klein, M, Kwon, JS, Laansma, MA, Leerssen, J, Lueken, U, Nunes, A, Neill, JO, Opel, N, Piras, F, Postema, MC, Pozzi, E, Shatokhina, N, Soriano-Mas, C, Spalletta, G, Sun, D, Teumer, A, Tilot, AK, Tozzi, L, van der Merwe, C, Van Someren, EJW, van Wingen, GA, Voelzke, H, Walton, E, Wang, L, Winkler, AM, Wittfeld, K, Wright, MJ, Yun, J-Y, Zhang, G, Zhang-James, Y, Adhikari, BM, Agartz, I, Aghajani, M, Aleman, A, Althoff, RR, Altmann, A, Andreassen, OA, Baron, DA, Bartnik-Olson, BL, Bas-Hoogendam, J, Baskin-Sommers, AR, Bearden, CE, Berner, LA, Boedhoe, PSW, Brouwer, RM, Buitelaar, JK, Caeyenberghs, K, Cecil, CAM, Cohen, RA, Cole, JH, Conrod, PJ, De Brito, SA, de Zwarte, SMC, Dennis, EL, Desrivieres, S, Dima, D, Ehrlich, S, Esopenko, C, Fairchild, G, Fisher, SE, Fouche, J-P, Francks, C, Frangou, S, Franke, B, Garavan, HP, Glahn, DC, Groenewold, NA, Gurholt, TP, Gutman, BA, Hahn, T, Harding, IH, Hernaus, D, Hibar, DP, Hillary, FG, Hoogman, M, Pol, HE, Jalbrzikowski, M, Karkashadze, GA, Klapwijk, ET, Knickmeyer, RC, Kochunov, P, Koerte, IK, Kong, X-Z, Liew, S-L, Lin, AP, Logue, MW, Luders, E, Macciardi, F, Mackey, S, Mayer, AR, McDonald, CR, McMahon, AB, Medland, SE, Modinos, G, Morey, RA, Mueller, SC, Mukherjee, P, Namazova-Baranova, L, Nir, TM, Olsen, A, Paschou, P, Pine, DS, Pizzagalli, F, Renteria, ME, Rohrer, JD, Saemann, PG, Schmaal, L, Schumann, G, Shiroishi, MS, Sisodiya, SM, Smit, DJA, Sonderby, IE, Stein, DJ, Stein, JL, Tahmasian, M, Tate, DF, Turner, JA, van den Heuvel, OA, van der Wee, NJA, van der Werf, YD, van Erp, TGM, van Haren, NEM, van Rooij, D, van Velzen, LS, Veer, IM, Veltman, DJ, Villalon-Reina, JE, Walter, H, Whelan, CD, Wilde, EA, Zarei, M, and Zelman, V
- Abstract
This review summarizes the last decade of work by the ENIGMA (Enhancing NeuroImaging Genetics through Meta Analysis) Consortium, a global alliance of over 1400 scientists across 43 countries, studying the human brain in health and disease. Building on large-scale genetic studies that discovered the first robustly replicated genetic loci associated with brain metrics, ENIGMA has diversified into over 50 working groups (WGs), pooling worldwide data and expertise to answer fundamental questions in neuroscience, psychiatry, neurology, and genetics. Most ENIGMA WGs focus on specific psychiatric and neurological conditions, other WGs study normal variation due to sex and gender differences, or development and aging; still other WGs develop methodological pipelines and tools to facilitate harmonized analyses of "big data" (i.e., genetic and epigenetic data, multimodal MRI, and electroencephalography data). These international efforts have yielded the largest neuroimaging studies to date in schizophrenia, bipolar disorder, major depressive disorder, post-traumatic stress disorder, substance use disorders, obsessive-compulsive disorder, attention-deficit/hyperactivity disorder, autism spectrum disorders, epilepsy, and 22q11.2 deletion syndrome. More recent ENIGMA WGs have formed to study anxiety disorders, suicidal thoughts and behavior, sleep and insomnia, eating disorders, irritability, brain injury, antisocial personality and conduct disorder, and dissociative identity disorder. Here, we summarize the first decade of ENIGMA's activities and ongoing projects, and describe the successes and challenges encountered along the way. We highlight the advantages of collaborative large-scale coordinated data analyses for testing reproducibility and robustness of findings, offering the opportunity to identify brain systems involved in clinical syndromes across diverse samples and associated genetic, environmental, demographic, cognitive, and psychosocial factors.
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- 2020
24. Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression
- Author
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Glanville, KP, Coleman, JR, Hanscombe, KB, Euesden, J, Choi, SW, Purves, KL, Breen, G, Air, TM, Andlauer, TFM, Baune, BT, Binder, EB, Blackwood, DHR, Boomsma, D, Buttenschon, HN, Colodro-Conde, L, Dannlowski, U, Direk, N, Dunn, EC, Forstner, AJ, de Geus, EJC, Grabe, HJ, Hamilton, SP, Jones, I, Jones, LA, Knowles, JA, Kutalik, Z, Levinson, DF, Lewis, G, Lind, PA, Lucae, S, Magnusson, PK, McGuffin, P, McIntosh, AM, Milaneschi, Y, Mors, O, Mostafavi, S, Mueller-Myhsok, B, Pedersen, NL, Penninx, BWJH, Potash, JB, Preisig, M, Ripke, S, Shi, J, Shyn, S, Smoller, JW, Streit, F, Sullivan, PF, Tiemeier, H, Uher, R, Van der Auwera, S, Weissman, MM, O'Reilly, PF, Lewis, CM, Wray, NR, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Bryois, J, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Dolan, C, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jorgenson, E, Kohane, IS, Kraft, J, Kretzschmar, WW, Li, Y, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milani, L, Mondimore, FM, Montgomery, GW, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Cichon, S, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Li, QS, Madden, PAF, Martin, NG, Metspalu, A, Mortensen, PB, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Perlis, RH, Porteous, DJ, Rietschel, M, Schaefer, C, Schulze, TG, Stefansson, K, Voelzke, H, Werge, T, Borglum, AD, Glanville, KP, Coleman, JR, Hanscombe, KB, Euesden, J, Choi, SW, Purves, KL, Breen, G, Air, TM, Andlauer, TFM, Baune, BT, Binder, EB, Blackwood, DHR, Boomsma, D, Buttenschon, HN, Colodro-Conde, L, Dannlowski, U, Direk, N, Dunn, EC, Forstner, AJ, de Geus, EJC, Grabe, HJ, Hamilton, SP, Jones, I, Jones, LA, Knowles, JA, Kutalik, Z, Levinson, DF, Lewis, G, Lind, PA, Lucae, S, Magnusson, PK, McGuffin, P, McIntosh, AM, Milaneschi, Y, Mors, O, Mostafavi, S, Mueller-Myhsok, B, Pedersen, NL, Penninx, BWJH, Potash, JB, Preisig, M, Ripke, S, Shi, J, Shyn, S, Smoller, JW, Streit, F, Sullivan, PF, Tiemeier, H, Uher, R, Van der Auwera, S, Weissman, MM, O'Reilly, PF, Lewis, CM, Wray, NR, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Bryois, J, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Dolan, C, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jorgenson, E, Kohane, IS, Kraft, J, Kretzschmar, WW, Li, Y, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milani, L, Mondimore, FM, Montgomery, GW, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Cichon, S, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Li, QS, Madden, PAF, Martin, NG, Metspalu, A, Mortensen, PB, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Perlis, RH, Porteous, DJ, Rietschel, M, Schaefer, C, Schulze, TG, Stefansson, K, Voelzke, H, Werge, T, and Borglum, AD
- Abstract
BACKGROUND: The prevalence of depression is higher in individuals with autoimmune diseases, but the mechanisms underlying the observed comorbidities are unknown. Shared genetic etiology is a plausible explanation for the overlap, and in this study we tested whether genetic variation in the major histocompatibility complex (MHC), which is associated with risk for autoimmune diseases, is also associated with risk for depression. METHODS: We fine-mapped the classical MHC (chr6: 29.6-33.1 Mb), imputing 216 human leukocyte antigen (HLA) alleles and 4 complement component 4 (C4) haplotypes in studies from the Psychiatric Genomics Consortium Major Depressive Disorder Working Group and the UK Biobank. The total sample size was 45,149 depression cases and 86,698 controls. We tested for association between depression status and imputed MHC variants, applying both a region-wide significance threshold (3.9 × 10-6) and a candidate threshold (1.6 × 10-4). RESULTS: No HLA alleles or C4 haplotypes were associated with depression at the region-wide threshold. HLA-B*08:01 was associated with modest protection for depression at the candidate threshold for testing in HLA genes in the meta-analysis (odds ratio = 0.98, 95% confidence interval = 0.97-0.99). CONCLUSIONS: We found no evidence that an increased risk for depression was conferred by HLA alleles, which play a major role in the genetic susceptibility to autoimmune diseases, or C4 haplotypes, which are strongly associated with schizophrenia. These results suggest that any HLA or C4 variants associated with depression either are rare or have very modest effect sizes.
- Published
- 2020
25. The genetic architecture of the human cerebral cortex
- Author
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Grasby, KL, Jahanshad, N, Painter, JN, Colodro-Conde, L, Bralten, J, Hibar, DP, Lind, PA, Pizzagalli, F, Ching, CRK, McMahon, MAB, Shatokhina, N, Zsembik, LCP, Thomopoulos, SI, Zhu, AH, Strike, LT, Agartz, I, Alhusaini, S, Almeida, MAA, Alnaes, D, Amlien, IK, Andersson, M, Ard, T, Armstrong, NJ, Ashley-Koch, A, Atkins, JR, Bernard, M, Brouwer, RM, Buimer, EEL, Bulow, R, Burger, C, Cannon, DM, Chakravarty, M, Chen, Q, Cheung, JW, Couvy-Duchesne, B, Dale, AM, Dalvie, S, de Araujo, TK, de Zubicaray, GI, de Zwarte, SMC, den Braber, A, Nhat, TD, Dohm, K, Ehrlich, S, Engelbrecht, H-R, Erk, S, Fan, CC, Fedko, IO, Foley, SF, Ford, JM, Fukunaga, M, Garrett, ME, Ge, T, Giddaluru, S, Goldman, AL, Green, MJ, Groenewold, NA, Grotegerd, D, Gurholt, TP, Gutman, BA, Hansell, NK, Harris, MA, Harrison, MB, Haswell, CC, Hauser, M, Herms, S, Heslenfeld, DJ, Ho, NF, Hoehn, D, Hoffmann, P, Holleran, L, Hoogman, M, Hottenga, J-J, Ikeda, M, Janowitz, D, Jansen, IE, Jia, T, Jockwitz, C, Kanai, R, Karama, S, Kasperaviciute, D, Kaufmann, T, Kelly, S, Kikuchi, M, Klein, M, Knapp, M, Knodt, AR, Kramer, B, Lam, M, Lancaster, TM, Lee, PH, Lett, TA, Lewis, LB, Lopes-Cendes, I, Luciano, M, Macciardi, F, Marquand, AF, Mathias, SR, Melzer, TR, Milaneschi, Y, Mirza-Schreiber, N, Moreira, JCV, Muhleisen, TW, Mueller-Myhsok, B, Najt, P, Nakahara, S, Nho, K, Loohuis, LMO, Orfanos, DP, Pearson, JF, Pitcher, TL, Putz, B, Quide, Y, Ragothaman, A, Rashid, FM, Reay, WR, Redlich, R, Reinbold, CS, Repple, J, Richard, G, Riedel, BC, Risacher, SL, Rocha, CS, Mota, NR, Salminen, L, Saremi, A, Saykin, AJ, Schlag, F, Schmaal, L, Schofield, PR, Secolin, R, Shapland, CY, Shen, L, Shin, J, Shumskaya, E, Sonderby, IE, Sprooten, E, Tansey, KE, Teumer, A, Thalamuthu, A, Tordesillas-Gutierrez, D, Turner, JA, Uhlmann, A, Vallerga, CL, van der Meer, D, van Donkelaar, MMJ, van Eijk, L, van Erp, TGM, van Haren, NEM, van Rooij, D, van Tol, M-J, Veldink, JH, Verhoef, E, Walton, E, Wang, M, Wang, Y, Wardlaw, JM, Wen, W, Westlye, LT, Whelan, CD, Witt, SH, Wittfeld, K, Wolf, C, Wolfers, T, Wu, JQ, Yasuda, CL, Zaremba, D, Zhang, Z, Zwiers, MP, Artiges, E, Assareh, AA, Ayesa-Arriola, R, Belger, A, Brandt, CL, Brown, GG, Cichon, S, Curran, JE, Davies, GE, Degenhardt, F, Dennis, MF, Dietsche, B, Djurovic, S, Doherty, CP, Espiritu, R, Garijo, D, Gil, Y, Gowland, PA, Green, RC, Hausler, AN, Heindel, W, Ho, B-C, Hoffmann, WU, Holsboer, F, Homuth, G, Hosten, N, Jack, CR, Jang, M, Jansen, A, Kimbrel, NA, Kolskar, K, Koops, S, Krug, A, Lim, KO, Luykx, JJ, Mathalon, DH, Mather, KA, Mattay, VS, Matthews, S, Van Son, JM, McEwen, SC, Melle, I, Morris, DW, Mueller, BA, Nauck, M, Nordvik, JE, Noethen, MM, O'Leary, DS, Opel, N, Martinot, M-LP, Pike, GB, Preda, A, Quinlan, EB, Rasser, PE, Ratnakar, V, Reppermund, S, Steen, VM, Tooney, PA, Torres, FR, Veltman, DJ, Voyvodic, JT, Whelan, R, White, T, Yamamori, H, Adams, HHH, Bis, JC, Debette, S, Decarli, C, Fornage, M, Gudnason, V, Hofer, E, Ikram, MA, Launer, L, Longstreth, WT, Lopez, OL, Mazoyer, B, Mosley, TH, Roshchupkin, GV, Satizabal, CL, Schmidt, R, Seshadri, S, Yang, Q, Alvim, MKM, Ames, D, Anderson, TJ, Andreassen, OA, Arias-Vasquez, A, Bastin, ME, Baune, BT, Beckham, JC, Blangero, J, Boomsma, DI, Brodaty, H, Brunner, HG, Buckner, RL, Buitelaar, JK, Bustillo, JR, Cahn, W, Cairns, MJ, Calhoun, V, Carr, VJ, Caseras, X, Caspers, S, Cavalleri, GL, Cendes, F, Corvin, A, Crespo-Facorro, B, Dalrymple-Alford, JC, Dannlowski, U, de Geus, EJC, Deary, IJ, Delanty, N, Depondt, C, Desrivieres, S, Donohoe, G, Espeseth, T, Fernandez, G, Fisher, SE, Flor, H, Forstner, AJ, Francks, C, Franke, B, Glahn, DC, Gollub, RL, Grabe, HJ, Gruber, O, Haberg, AK, Hariri, AR, Hartman, CA, Hashimoto, R, Heinz, A, Henskens, FA, Hillegers, MHJ, Hoekstra, PJ, Holmes, AJ, Hong, LE, Hopkins, WD, Pol, HEH, Jernigan, TL, Jonsson, EG, Kahn, RS, Kennedy, MA, Kircher, TTJ, Kochunov, P, Kwok, JBJ, Le Hellard, S, Loughland, CM, Martin, NG, Martinot, J-L, McDonald, C, McMahon, KL, Meyer-Lindenberg, A, Michie, PT, Morey, RA, Mowry, B, Nyberg, L, Oosterlaan, J, Ophoff, RA, Pantelis, C, Paus, T, Pausova, Z, Penninx, BWJH, Polderman, TJC, Posthuma, D, Rietschel, M, Roffman, JL, Rowland, LM, Sachdev, PS, Samann, PG, Schall, U, Schumann, G, Scott, RJ, Sim, K, Sisodiya, SM, Smoller, JW, Sommer, IE, St Pourcain, B, Stein, DJ, Toga, AW, Trollor, JN, Van der Wee, NJA, van't Ent, D, Volzke, H, Walter, H, Weber, B, Weinberger, DR, Wright, MJ, Zhou, J, Stein, JL, Thompson, PM, Medland, SE, Grasby, KL, Jahanshad, N, Painter, JN, Colodro-Conde, L, Bralten, J, Hibar, DP, Lind, PA, Pizzagalli, F, Ching, CRK, McMahon, MAB, Shatokhina, N, Zsembik, LCP, Thomopoulos, SI, Zhu, AH, Strike, LT, Agartz, I, Alhusaini, S, Almeida, MAA, Alnaes, D, Amlien, IK, Andersson, M, Ard, T, Armstrong, NJ, Ashley-Koch, A, Atkins, JR, Bernard, M, Brouwer, RM, Buimer, EEL, Bulow, R, Burger, C, Cannon, DM, Chakravarty, M, Chen, Q, Cheung, JW, Couvy-Duchesne, B, Dale, AM, Dalvie, S, de Araujo, TK, de Zubicaray, GI, de Zwarte, SMC, den Braber, A, Nhat, TD, Dohm, K, Ehrlich, S, Engelbrecht, H-R, Erk, S, Fan, CC, Fedko, IO, Foley, SF, Ford, JM, Fukunaga, M, Garrett, ME, Ge, T, Giddaluru, S, Goldman, AL, Green, MJ, Groenewold, NA, Grotegerd, D, Gurholt, TP, Gutman, BA, Hansell, NK, Harris, MA, Harrison, MB, Haswell, CC, Hauser, M, Herms, S, Heslenfeld, DJ, Ho, NF, Hoehn, D, Hoffmann, P, Holleran, L, Hoogman, M, Hottenga, J-J, Ikeda, M, Janowitz, D, Jansen, IE, Jia, T, Jockwitz, C, Kanai, R, Karama, S, Kasperaviciute, D, Kaufmann, T, Kelly, S, Kikuchi, M, Klein, M, Knapp, M, Knodt, AR, Kramer, B, Lam, M, Lancaster, TM, Lee, PH, Lett, TA, Lewis, LB, Lopes-Cendes, I, Luciano, M, Macciardi, F, Marquand, AF, Mathias, SR, Melzer, TR, Milaneschi, Y, Mirza-Schreiber, N, Moreira, JCV, Muhleisen, TW, Mueller-Myhsok, B, Najt, P, Nakahara, S, Nho, K, Loohuis, LMO, Orfanos, DP, Pearson, JF, Pitcher, TL, Putz, B, Quide, Y, Ragothaman, A, Rashid, FM, Reay, WR, Redlich, R, Reinbold, CS, Repple, J, Richard, G, Riedel, BC, Risacher, SL, Rocha, CS, Mota, NR, Salminen, L, Saremi, A, Saykin, AJ, Schlag, F, Schmaal, L, Schofield, PR, Secolin, R, Shapland, CY, Shen, L, Shin, J, Shumskaya, E, Sonderby, IE, Sprooten, E, Tansey, KE, Teumer, A, Thalamuthu, A, Tordesillas-Gutierrez, D, Turner, JA, Uhlmann, A, Vallerga, CL, van der Meer, D, van Donkelaar, MMJ, van Eijk, L, van Erp, TGM, van Haren, NEM, van Rooij, D, van Tol, M-J, Veldink, JH, Verhoef, E, Walton, E, Wang, M, Wang, Y, Wardlaw, JM, Wen, W, Westlye, LT, Whelan, CD, Witt, SH, Wittfeld, K, Wolf, C, Wolfers, T, Wu, JQ, Yasuda, CL, Zaremba, D, Zhang, Z, Zwiers, MP, Artiges, E, Assareh, AA, Ayesa-Arriola, R, Belger, A, Brandt, CL, Brown, GG, Cichon, S, Curran, JE, Davies, GE, Degenhardt, F, Dennis, MF, Dietsche, B, Djurovic, S, Doherty, CP, Espiritu, R, Garijo, D, Gil, Y, Gowland, PA, Green, RC, Hausler, AN, Heindel, W, Ho, B-C, Hoffmann, WU, Holsboer, F, Homuth, G, Hosten, N, Jack, CR, Jang, M, Jansen, A, Kimbrel, NA, Kolskar, K, Koops, S, Krug, A, Lim, KO, Luykx, JJ, Mathalon, DH, Mather, KA, Mattay, VS, Matthews, S, Van Son, JM, McEwen, SC, Melle, I, Morris, DW, Mueller, BA, Nauck, M, Nordvik, JE, Noethen, MM, O'Leary, DS, Opel, N, Martinot, M-LP, Pike, GB, Preda, A, Quinlan, EB, Rasser, PE, Ratnakar, V, Reppermund, S, Steen, VM, Tooney, PA, Torres, FR, Veltman, DJ, Voyvodic, JT, Whelan, R, White, T, Yamamori, H, Adams, HHH, Bis, JC, Debette, S, Decarli, C, Fornage, M, Gudnason, V, Hofer, E, Ikram, MA, Launer, L, Longstreth, WT, Lopez, OL, Mazoyer, B, Mosley, TH, Roshchupkin, GV, Satizabal, CL, Schmidt, R, Seshadri, S, Yang, Q, Alvim, MKM, Ames, D, Anderson, TJ, Andreassen, OA, Arias-Vasquez, A, Bastin, ME, Baune, BT, Beckham, JC, Blangero, J, Boomsma, DI, Brodaty, H, Brunner, HG, Buckner, RL, Buitelaar, JK, Bustillo, JR, Cahn, W, Cairns, MJ, Calhoun, V, Carr, VJ, Caseras, X, Caspers, S, Cavalleri, GL, Cendes, F, Corvin, A, Crespo-Facorro, B, Dalrymple-Alford, JC, Dannlowski, U, de Geus, EJC, Deary, IJ, Delanty, N, Depondt, C, Desrivieres, S, Donohoe, G, Espeseth, T, Fernandez, G, Fisher, SE, Flor, H, Forstner, AJ, Francks, C, Franke, B, Glahn, DC, Gollub, RL, Grabe, HJ, Gruber, O, Haberg, AK, Hariri, AR, Hartman, CA, Hashimoto, R, Heinz, A, Henskens, FA, Hillegers, MHJ, Hoekstra, PJ, Holmes, AJ, Hong, LE, Hopkins, WD, Pol, HEH, Jernigan, TL, Jonsson, EG, Kahn, RS, Kennedy, MA, Kircher, TTJ, Kochunov, P, Kwok, JBJ, Le Hellard, S, Loughland, CM, Martin, NG, Martinot, J-L, McDonald, C, McMahon, KL, Meyer-Lindenberg, A, Michie, PT, Morey, RA, Mowry, B, Nyberg, L, Oosterlaan, J, Ophoff, RA, Pantelis, C, Paus, T, Pausova, Z, Penninx, BWJH, Polderman, TJC, Posthuma, D, Rietschel, M, Roffman, JL, Rowland, LM, Sachdev, PS, Samann, PG, Schall, U, Schumann, G, Scott, RJ, Sim, K, Sisodiya, SM, Smoller, JW, Sommer, IE, St Pourcain, B, Stein, DJ, Toga, AW, Trollor, JN, Van der Wee, NJA, van't Ent, D, Volzke, H, Walter, H, Weber, B, Weinberger, DR, Wright, MJ, Zhou, J, Stein, JL, Thompson, PM, and Medland, SE
- Abstract
The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, we conducted a genome-wide association meta-analysis of brain magnetic resonance imaging data from 51,665 individuals. We analyzed the surface area and average thickness of the whole cortex and 34 regions with known functional specializations. We identified 199 significant loci and found significant enrichment for loci influencing total surface area within regulatory elements that are active during prenatal cortical development, supporting the radial unit hypothesis. Loci that affect regional surface area cluster near genes in Wnt signaling pathways, which influence progenitor expansion and areal identity. Variation in cortical structure is genetically correlated with cognitive function, Parkinson's disease, insomnia, depression, neuroticism, and attention deficit hyperactivity disorder.
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- 2020
26. Genome-wide gene-environment analyses of major depressive disorder and reported lifetime traumatic experiences in UK Biobank
- Author
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Coleman, JRI, Peyrot, WJ, Purves, KL, Davis, KAS, Rayner, C, Choi, SW, Hubel, C, Gaspar, HA, Kan, C, Van der Auwera, S, Adams, MJ, Lyall, DM, Choi, KW, Dunn, EC, Vassos, E, Danese, A, Maughan, B, Grabe, HJ, Lewis, CM, O'Reilly, PF, McIntosh, AM, Smith, DJ, Wray, NR, Hotopf, M, Eley, TC, Breen, G, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Volzke, H, Weissman, MM, Werge, T, Levinson, DF, Borglum, AD, Sullivan, PF, Coleman, JRI, Peyrot, WJ, Purves, KL, Davis, KAS, Rayner, C, Choi, SW, Hubel, C, Gaspar, HA, Kan, C, Van der Auwera, S, Adams, MJ, Lyall, DM, Choi, KW, Dunn, EC, Vassos, E, Danese, A, Maughan, B, Grabe, HJ, Lewis, CM, O'Reilly, PF, McIntosh, AM, Smith, DJ, Wray, NR, Hotopf, M, Eley, TC, Breen, G, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Howard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Volzke, H, Weissman, MM, Werge, T, Levinson, DF, Borglum, AD, and Sullivan, PF
- Abstract
Depression is more frequent among individuals exposed to traumatic events. Both trauma exposure and depression are heritable. However, the relationship between these traits, including the role of genetic risk factors, is complex and poorly understood. When modelling trauma exposure as an environmental influence on depression, both gene-environment correlations and gene-environment interactions have been observed. The UK Biobank concurrently assessed Major Depressive Disorder (MDD) and self-reported lifetime exposure to traumatic events in 126,522 genotyped individuals of European ancestry. We contrasted genetic influences on MDD stratified by reported trauma exposure (final sample size range: 24,094-92,957). The SNP-based heritability of MDD with reported trauma exposure (24%) was greater than MDD without reported trauma exposure (12%). Simulations showed that this is not confounded by the strong, positive genetic correlation observed between MDD and reported trauma exposure. We also observed that the genetic correlation between MDD and waist circumference was only significant in individuals reporting trauma exposure (rg = 0.24, p = 1.8 × 10-7 versus rg = -0.05, p = 0.39 in individuals not reporting trauma exposure, difference p = 2.3 × 10-4). Our results suggest that the genetic contribution to MDD is greater when reported trauma is present, and that a complex relationship exists between reported trauma exposure, body composition, and MDD.
- Published
- 2020
27. Genome wide association study of circulating interleukin 6 levels identifies novel loci
- Author
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Ahluwalia, T. S., Armstrong, N. J., Aslibekyan, S., Beekman, M., Cheng, Y., deGeus, E., Delgado, G. E., Marek, D., Kanoni, S., Nolte, I. M., Porcu, E., Seppala, I., Standl, M., Teumer, A., Thalamuthu, A., Trompet, S., Benjamin, E. J., Feitosa, M. F., Homuth, G., Lahti, J., Liu, Y., Timpson, N. J., Visvikis-Siest, S., Voelker, U., Baune, B. T., Boomsma, D., Deary, I. J., Evans, D. M., Ferreira, M. A., Gaunt, T., Gudnason, V., Hamsten, A., Humphries, S. E., Koeing, W., Kumari, M., Lawlor, D. A., Nauck, M., Price, J. F., Sorensen, T. I. A., Stacey, D., Stathopoulou, M. G., Tanaka, T., Wannamethee, S. G., Rotter, J. I., Dehghan, A., Boerwinkle, E., Sneider, H., Psaty, B. M., Prins, B. P., Alizadeh, B. Z., Ahluwalia, T. S., Armstrong, N. J., Aslibekyan, S., Beekman, M., Cheng, Y., deGeus, E., Delgado, G. E., Marek, D., Kanoni, S., Nolte, I. M., Porcu, E., Seppala, I., Standl, M., Teumer, A., Thalamuthu, A., Trompet, S., Benjamin, E. J., Feitosa, M. F., Homuth, G., Lahti, J., Liu, Y., Timpson, N. J., Visvikis-Siest, S., Voelker, U., Baune, B. T., Boomsma, D., Deary, I. J., Evans, D. M., Ferreira, M. A., Gaunt, T., Gudnason, V., Hamsten, A., Humphries, S. E., Koeing, W., Kumari, M., Lawlor, D. A., Nauck, M., Price, J. F., Sorensen, T. I. A., Stacey, D., Stathopoulou, M. G., Tanaka, T., Wannamethee, S. G., Rotter, J. I., Dehghan, A., Boerwinkle, E., Sneider, H., Psaty, B. M., Prins, B. P., and Alizadeh, B. Z.
- Published
- 2020
28. Genetic architecture of subcortical brain structures in 38,854 individuals worldwide
- Author
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Satizabal, C., Adams, H., Hibar, D., White, C., Knol, M., Stein, J., Scholz, M., Sargurupremraj, M., Jahanshad, N., Roshchupkin, G., Smith, A., Bis, J., Jian, X., Luciano, M., Hofer, E., Teumer, A., Van der Lee, S., Yang, J., Yanek, L., Lee, T., Li, S., Hu, Y., Koh, J., Eicher, J., Desrivières, S., Arias-Vasquez, A., Chauhan, G., Athanasiu, L., Renteria, M., Kim, S., Höhn, D., Armstrong, N., Chen, Q., Holmes, A., Den Braber, A., Kloszewska, I., Andersson, M., Espeseth, T., Grimm, O., Abramovic, L., Alhusaini, S., Milaneschi, Y., Papmeyer, M., Axelsson, T., Ehrlich, S., Roiz-Santiañez, R., Kraemer, B., Håberg, A., Jones, H., Pike, G., Stein, D., Stevens, A., Bralten, J., Vernooij, M., Harris, T., Filippi, I., Witte, A., Guadalupe, T., Wittfeld, K., Mosley, T., Becker, J., Doan, N., Hagenaars, S., Saba, Y., Cuellar-Partida, G., Amin, N., Hilal, S., Nho, K., Karbalai, N., Arfanakis, K., Becker, D., Ames, D., Goldman, A., Lee, P., Boomsma, D., Lovestone, S., Giddaluru, S., Le Hellard, S., Mattheisen, M., Bohlken, M., Kasperaviciute, D., Schmaal, L., Lawrie, S., Agartz, I., Walton, E., Tordesillas-Gutierrez, D., Davies, G., Shin, J., Ipser, J., Vinke, L., Hoogman, M., Jia, T., Burkhardt, R., Klein, M., Crivello, F., Janowitz, D., Carmichael, O., Haukvik, U., Aribisala, B., Schmidt, H., Strike, L., Cheng, C., Risacher, S., Pütz, B., Fleischman, D., Assareh, A., Mattay, V., Buckner, R., Mecocci, P., Dale, A., Cichon, S., Boks, M., Matarin, M., Penninx, B., Calhoun, V., Chakravarty, M., Marquand, A., Macare, C., Masouleh, S., Oosterlaan, J., Amouyel, P., Hegenscheid, K., Rotter, J., Schork, A., Liewald, D., De Zubicaray, G., Wong, T., Shen, L., Sämann, P., Brodaty, H., Roffman, J., De Geus, E., Tsolaki, M., Erk, S., Van Eijk, K., Cavalleri, G., Van der Wee, N., McIntosh, A., Gollub, R., Bulayeva, K., Bernard, M., Richards, J., Himali, J., Loeffler, M., Rommelse, N., Hoffmann, W., Westlye, L., Valdés Hernández, M., Hansell, N., Van Erp, T., Wolf, C., Kwok, J., Vellas, B., Heinz, A., Olde Loohuis, L., Delanty, N., Ho, B., Ching, C., Shumskaya, E., Singh, B., Hofman, A., Van der Meer, D., Homuth, G., Psaty, B., Bastin, M., Montgomery, G., Foroud, T., Reppermund, S., Hottenga, J., Simmons, A., Meyer-Lindenberg, A., Cahn, W., Whelan, C., Van Donkelaar, M., Yang, Q., Hosten, N., Green, R., Thalamuthu, A., Mohnke, S., Hulshoff Pol, H., Lin, H., Jack Jr., C., Schofield, P., Mühleisen, T., Maillard, P., Potkin, S., Wen, W., Fletcher, E., Toga, A., Gruber, O., Huentelman, M., Smith, G., Launer, L., Nyberg, L., Jönsson, E., Crespo-Facorro, B., Koen, N., Greve, D., Uitterlinden, A., Weinberger, D., Steen, V., Fedko, I., Groenewold, N., Niessen, W., Toro, R., Tzourio, C., Longstreth Jr., W., Ikram, M., Smoller, J., Van Tol, M., Sussmann, J., Paus, T., Lemaître, H., Schroeter, M., Mazoyer, B., Andreassen, O., Holsboer, F., Depondt, C., Veltman, D., Turner, J., Pausova, Z., Schumann, G., Van Rooij, D., Djurovic, S., Deary, I., McMahon, K., Müller-Myhsok, B., Brouwer, R., Soininen, H., Pandolfo, M., Wassink, T., Cheung, J., Wolfers, T., Martinot, J., Zwiers, M., Nauck, M., Melle, I., Martin, N., Kanai, R., Westman, E., Kahn, R., Sisodiya, S., White, T., Saremi, A., Van Bokhoven, H., Brunner, H., Völzke, H., Wright, M., Van 't Ent, D., Nöthen, M., Ophoff, R., Buitelaar, J., Fernández, G., Sachdev, P., Rietschel, M., Van Haren, N., Fisher, S., Beiser, A., Francks, C., Saykin, A., Mather, K., Romanczuk-Seiferth, N., Hartman, C., DeStefano, A., Heslenfeld, D., Weiner, M., Walter, H., Hoekstra, P., Nyquist, P., Franke, B., Bennett, D., Grabe, H., Johnson, A., Chen, C., Van Duijn, C., Lopez, O., Fornage, M., Wardlaw, J., Schmidt, R., DeCarli, C., De Jager, P., Villringer, A., Debette, S., Gudnason, V., Medland, S., Shulman, J., Thompson, P., and Seshadri, S.
- Subjects
nervous system - Abstract
Subcortical brain structures are integral to motion, consciousness, emotions and learning. We identified common genetic variation related to the volumes of the nucleus accumbens, amygdala, brainstem, caudate nucleus, globus pallidus, putamen and thalamus, using genome-wide association analyses in almost 40,000 individuals from CHARGE, ENIGMA and UK Biobank. We show that variability in subcortical volumes is heritable, and identify 48 significantly associated loci (40 novel at the time of analysis). Annotation of these loci by utilizing gene expression, methylation and neuropathological data identified 199 genes putatively implicated in neurodevelopment, synaptic signaling, axonal transport, apoptosis, inflammation/infection and susceptibility to neurological disorders. This set of genes is significantly enriched for Drosophila orthologs associated with neurodevelopmental phenotypes, suggesting evolutionarily conserved mechanisms. Our findings uncover novel biology and potential drug targets underlying brain development and disease.
- Published
- 2019
29. Gut microbiota in chronic pancreatitis patients are characterized by significant dysbiosis and overgrowth by opportunistic pathogens
- Author
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Frost, F., primary, Weiss, F., additional, Sendler, M., additional, Kacprowski, T., additional, Rühlemann, M., additional, Bang, C., additional, Franke, A., additional, Völker, U., additional, Völzke, H., additional, Mayerle, J., additional, Aghdassi, A., additional, Homuth, G., additional, and Lerch, M., additional
- Published
- 2020
- Full Text
- View/download PDF
30. Cortisol, aging and the influence on brain age
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Klinger-König, J, additional, Frenzel, S, additional, Wittfeld, K, additional, Van der Auwera, S, additional, Homuth, G, additional, Hannemann, A, additional, Bülow, R, additional, Völzke, H, additional, and Grabe, HJ, additional
- Published
- 2020
- Full Text
- View/download PDF
31. Identification of common genetic risk variants for autism spectrum disorder
- Author
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Grove, J., Ripke, S., Als, T.D., Mattheisen, M., Walters, R.K., Won, H., Pallesen, J., Agerbo, E., Andreassen, O.A., Anney, R., Awashti, S., Belliveau, R., Bettella, F., Buxbaum, J.D., Bybjerg-Grauholm, J., Baekvad-Hansen, M., Cerrato, F., Chambert, K., Christensen, J.H., Churchhouse, C., Dellenvall, K., Demontis, D., Rubeis, S. de, Devlin, B., Djurovic, S., Dumont, A.L., Goldstein, J.I., Hansen, C.S., Hauberg, M.E., Hollegaard, M.V., Hope, S., Howrigan, D.P., Huang, H., Hultman, C.M., Klei, L., Maller, J., Martin, J., Martin, A.R., Moran, J.L., Nyegaard, M., Naeland, T., Palmer, D.S., Palotie, A., Pedersen, C.B., Pedersen, M.G., dPoterba, T., Poulsen, J.B., St Pourcain, B., Qvist, P., Rehnstrom, K., Reichenberg, A., Reichert, J., Robinson, E.B., Roeder, K., Roussos, P., Saemundsen, E., Sandin, S., Satterstrom, F.K., Smith, G.D., Stefansson, H., Steinberg, S., Stevens, C.R., Sullivan, P.F., Turley, P., Walters, G.B., Xu, X.Y., Stefansson, K., Geschwind, D.H., Nordentoft, M., Hougaard, D.M., Werge, T., Mors, O., Mortensen, P.B., Neale, B.M., Daly, M.J., Borglum, A.D., Wray, N.R., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Air, T.M., Andlauer, T.F.M., Bacanu, S.A., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenschon, H.N., Cai, N., Castelao, E., Clarke, T.K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G.E., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Hall, L.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Ising, M., Jansen, R., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z., Li, Y., Lind, P.A., MacIntyre, D.J., MacKinnon, D.F., Maier, R.M., Maier, W., Marchini, J., Mbarek, H., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Rice, J.P., Riley, B.P., Rivera, M., Mirza, S.S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Streit, F., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thomson, P.A., Thorgeirsson, T.E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y.P., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.S., Yang, J., Zhang, F.T., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Hayward, C., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Muller-Myhsok, B., Nothen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Smoller, J.W., Tiemeier, H., Uher, R., Volzke, H., Weissman, M.M., Lewis, C.M., Levinson, D.F., Breen, G., Agee, M., Alipanahi, B., Auton, A., Bell, R.K., Bryc, K., Elson, S.L., Fontanillas, P., Furlotte, N.A., Hromatka, B.S., Huber, K.E., Kleinman, A., Litterman, N.K., McIntyre, M.H., Mountain, J.L., Noblin, E.S., Northover, C.A.M., Pitts, S.J., Sathirapongsasuti, J.F., Sazonova, O.V., Shelton, J.F., Shringarpure, S., Tung, J.Y., Vacic, V., Wilson, C.H., Psychiat Genomics Consortium, BUPGEN, 23andMe Re, Biological Psychology, APH - Methodology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, APH - Mental Health, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, Adult Psychiatry, Psychiatry, Human genetics, Amsterdam Reproduction & Development (AR&D), VU University medical center, APH - Digital Health, Aarno Palotie / Principal Investigator, Institute for Molecular Medicine Finland, Genomics of Neurological and Neuropsychiatric Disorders, Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Perceptual and Cognitive Neuroscience (PCN), Clinical Cognitive Neuropsychiatry Research Program (CCNP), Autism Spectrum Disorders Working Group of The Psychiatric Genomics Consortium, BUPGEN, Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium, Me Research Team, Epidemiology, and Child and Adolescent Psychiatry / Psychology
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Male ,Netherlands Twin Register (NTR) ,Multifactorial Inheritance ,Autism Spectrum Disorder ,Denmark ,LD SCORE REGRESSION ,LOCI ,Genome-wide association study ,DE-NOVO ,0302 clinical medicine ,Polymorphism (computer science) ,Risk Factors ,SYNAPTIC PLASTICITY ,CELL-SURFACE ,Child ,Genetics ,0303 health sciences ,HERITABILITY ,Genetic Predisposition to Disease/genetics ,1184 Genetics, developmental biology, physiology ,Polymorphism, Single Nucleotide/genetics ,Phenotype ,3. Good health ,Schizophrenia ,Autism spectrum disorder ,Child, Preschool ,Genome-Wide Association Study/methods ,Female ,SIMONS SIMPLEX COLLECTION ,Adolescent ,Biology ,NEURITE OUTGROWTH ,Polymorphism, Single Nucleotide ,behavioral disciplines and activities ,Article ,03 medical and health sciences ,mental disorders ,medicine ,Humans ,Genetic Predisposition to Disease ,GENOME-WIDE ASSOCIATION ,SDG 2 - Zero Hunger ,Multifactorial Inheritance/genetics ,METAANALYSIS ,030304 developmental biology ,Case-control study ,Heritability ,medicine.disease ,Autism Spectrum Disorder/genetics ,Case-Control Studies ,3111 Biomedicine ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Published in final edited form as: Nat Genet. 2019 March ; 51(3): 431–444. doi:10.1038/s41588-019-0344-8., Autism spectrum disorder (ASD) is a highly heritable and heterogeneous group of neurodevelopmental phenotypes diagnosed in more than 1% of children. Common genetic variants contribute substantially to ASD susceptibility, but to date no individual variants have been robustly associated with ASD. With a marked sample size increase from a unique Danish population resource, we report a genome-wide association meta-analysis of 18,381 ASD cases and 27,969 controls that identifies five genome-wide significant loci. Leveraging GWAS results from three phenotypes with significantly overlapping genetic architectures (schizophrenia, major depression, and educational attainment), seven additional loci shared with other traits are identified at equally strict significance levels. Dissecting the polygenic architecture, we find both quantitative and qualitative polygenic heterogeneity across ASD subtypes. These results highlight biological insights, particularly relating to neuronal function and corticogenesis and establish that GWAS performed at scale will be much more productive in the near term in ASD., The iPSYCH project is funded by the Lundbeck Foundation (grant numbers R102-A9118 and R155-2014-1724) and the universities and university hospitals of Aarhus and Copenhagen. Genotyping of iPSYCH and PGC samples was supported by grants from the Lundbeck Foundation, the Stanley Foundation, the Simons Foundation (SFARI 311789 to MJD), and NIMH (5U01MH094432–02 to MJD). The Danish National Biobank resource was supported by the Novo Nordisk Foundation. Data handling and analysis on the GenomeDK HPC facility was supported by NIMH (1U01MH109514–01 to M O’Donovan and ADB). High-performance computer capacity for handling and statistical analysis of iPSYCH data on the GenomeDK HPC facility was provided by the Centre for Integrative Sequencing, iSEQ, Aarhus University, Denmark (grant to ADB). Drs. S De Rubeis and JD Buxbaum were supported by NIH grants MH097849 (to JDB) and MH111661 (to JDB), and by the Seaver Foundation (to SDR and JDB). Dr J Martin was supported by the Wellcome Trust (grant no: 106047). O. Andreassen received funding from Research Council of Norway (#213694, #223273, #248980, #248778), Stiftelsen KG Jebsen and South-East Norway Health Authority. We thank the research participants and employees of 23andMe for making this work possible.
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- 2019
32. Genome-wide by environment interaction studies of depressive symptoms and psychosocial stress in UK Biobank and Generation Scotland
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Arnau-Soler, A., Macdonald-Dunlop, E., Adams, M.J., Clarke, T.K., MacIntyre, D.J., Milburn, K., Navrady, L., Hayward, C., McIntosh, A.M., Thomson, P.A., Wray, N.R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Agerbo, E., Air, T.M., Andlauer, T.F.M., Bacanu, S.A., Baekvad-Hansen, M., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenscon, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Christensen, J.H., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Rawford, G.E.C., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Foo, J.C., Forstner, A.J., Frank, J., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Grove, J., Hall, L.S., Hansen, C.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Hougaard, D.M., Ising, M., Jansen, R., Jones, I., Jones, L.A., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z., Li, Y.H., Lind, P.A., Macintyre, D.J., MacKinnon, D.F., Maier, R.M., Maier, W., Marchini, J., Mbarek, H., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Pedersen, C.B., Pedersen, M.G., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P., Riley, B.P., Rivera, M., Mirza, S.S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Stefansson, H., Steinberg, S., Streit, F., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thorgeirsson, T.E., Traylor, M., Treutlein, J., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y.P., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Witt, S.H., Wu, Y., Xi, H.L.S., Yang, J., Zhang, F.T., Arolt, V., Baune, B.T., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., Metspalu, A., Mors, O., Mortensen, P.B., Muller-Myhsok, B., Nordentoft, M., Nothen, M.M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Rietschel, M., Schaefer, C., Schulze, T.G., Smoller, J.W., Stefansson, K., Tiemeier, H., Uher, R., Volzke, H., Weissman, M.M., Werge, T., Lewis, C.M., Levinson, D.F., Breen, G., Borglum, A.S.D., Sullivan, P.F., Generation Scotland, and Psychiat Genomics Consortium
- Abstract
Stress is associated with poorer physical and mental health. To improve our understanding of this link, we performed genome-wide association studies (GWAS) of depressive symptoms and genome-wide by environment interaction studies (GWEIS) of depressive symptoms and stressful life events (SLE) in two UK population-based cohorts (Generation Scotland and UK Biobank). No SNP was individually significant in either GWAS, but gene-based tests identified six genes associated with depressive symptoms in UK Biobank (DCC, ACSS3, DRD2, STAG1, FOXP2 and KYNU; p < 2.77 x 10(-6)). Two SNPs with genome-wide significant GxE effects were identified by GWEIS in Generation Scotland: rs12789145 (53-kb downstream PIWIL4; p = 4.95 x 10(-9); total SLE) and rs17070072 (intronic to ZCCHC2; p = 1.46 x 10(-8); dependent SLE). A third locus upstream CYLC2 (rs12000047 and rs12005200, p < 2.00 x 10(-8); dependent SLE) when the joint effect of the SNP main and GxE effects was considered. GWEIS gene-based tests identified: MTNR1B with GxE effect with dependent SLE in Generation Scotland; and PHF2 with the joint effect in UK Biobank (p < 2.77 x 10(-6)). Polygenic risk scores (PRSs) analyses incorporating GxE effects improved the prediction of depressive symptom scores, when using weights derived from either the UK Biobank GWAS of depressive symptoms (p = 0.01) or the PGC GWAS of major depressive disorder (p = 5.91 x 10(-3)). Using an independent sample, PRS derived using GWEIS GxE effects provided evidence of shared aetiologies between depressive symptoms and schizotypal personality, heart disease and COPD. Further such studies are required and may result in improved treatments for depression and other stress-related conditions.
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- 2019
33. Evidence for increased genetic risk load for major depression in patients assigned to electroconvulsive therapy
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Foo, J.C., Streit, F., Frank, J., Witt, S.H., Treutlein, J., Baune, B.T., Moebus, S., Jockel, K.H., Forstner, A.J., Nothen, M.M., Rietschel, M., Sartorius, A., Kranaster, L., Wray, N.R., Ripke, S., Mattheisen, M., Trzaskowski, M., Byrne, E.M., Abdellaoui, A., Adams, M.J., Agerbo, E., Air, T.M., Andlauer, T.F.M., Bacanu, S.A., Baekvad-Hansen, M., Beekman, A.T.F., Bigdeli, T.B., Binder, E.B., Blackwood, D.H.R., Bryois, J., Buttenschon, H.N., Bybjerg-Grauholm, J., Cai, N., Castelao, E., Christensen, J.H., Clarke, T.K., Coleman, J.R.I., Colodro-Conde, L., Couvy-Duchesne, B., Craddock, N., Crawford, G.E., Davies, G., Deary, I.J., Degenhardt, F., Derks, E.M., Direk, N., Dolan, C.V., Dunn, E.C., Eley, T.C., Escott-Price, V., Kiadeh, F.F.H., Finucane, H.K., Gaspar, H.A., Gill, M., Goes, F.S., Gordon, S.D., Grove, J., Hall, L.S., Hansen, C.S., Hansen, T.F., Herms, S., Hickie, I.B., Hoffmann, P., Homuth, G., Horn, C., Hottenga, J.J., Hougaard, D.M., Ising, M., Jansen, R., Jones, I., Jones, L.A., Jorgenson, E., Knowles, J.A., Kohane, I.S., Kraft, J., Kretzschmar, W.W., Krogh, J., Kutalik, Z., Li, Y.H., Lind, P.A., MacIntyre, D.J., MacKinnon, D.F., Maier, R.M., Maier, W., Marchini, J., Mbarek, H., McGrath, P., McGuffin, P., Medland, S.E., Mehta, D., Middeldorp, C.M., Mihailov, E., Milaneschi, Y., Milani, L., Mondimore, F.M., Montgomery, G.W., Mostafavi, S., Mullins, N., Nauck, M., Ng, B., Nivard, M.G., Nyholt, D.R., O'Reilly, P.F., Oskarsson, H., Owen, M.J., Painter, J.N., Pedersen, C.B., Pedersen, M.G., Peterson, R.E., Pettersson, E., Peyrot, W.J., Pistis, G., Posthuma, D., Quiroz, J.A., Qvist, P., Rice, J.P., Riley, B.P., Rivera, M., Mirza, S.S., Schoevers, R., Schulte, E.C., Shen, L., Shi, J.X., Shyn, S.I., Sigurdsson, E., Sinnamon, G.C.B., Smit, J.H., Smith, D.J., Stefansson, H., Steinberg, S., Strohmaier, J., Tansey, K.E., Teismann, H., Teumer, A., Thompson, W., Thomson, P.A., Thorgeirsson, T.E., Traylor, M., Trubetskoy, V., Uitterlinden, A.G., Umbricht, D., Auwera, S. van der, Hemert, A.M. van, Viktorin, A., Visscher, P.M., Wang, Y., Webb, B.T., Weinsheimer, S.M., Wellmann, J., Willemsen, G., Wu, Y., Xi, H.L.S., Yang, J., Zhang, F.T., Arolt, V., Berger, K., Boomsma, D.I., Cichon, S., Dannlowski, U., Geus, E.J.C. de, DePaulo, J.R., Domenici, E., Domschke, K., Esko, T., Grabe, H.J., Hamilton, S.P., Hayward, C., Heath, A.C., Kendler, K.S., Kloiber, S., Lewis, G., Li, Q.Q.S., Lucae, S., Madden, P.A.F., Magnusson, P.K., Martin, N.G., McIntosh, A.M., Metspalu, A., Mors, O., Mortensen, P.B., Muller-Myhsok, B., Nordentoft, M., O'Donovan, M.C., Paciga, S.A., Pedersen, N.L., Penninx, B.W.J.H., Perlis, R.H., Porteous, D.J., Potash, J.B., Preisig, M., Schaefer, C., Schulze, T.G., Smoller, J.W., Stefansson, K., Tiemeier, H., Uher, R., Voelzke, H., Weissman, M.M., Werge, T., Lewis, C.M., Levinson, D.F., Breen, G., Borglum, A.D., Sullivan, P.F., and Major Depressive Disorder Worki
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treatment-resistance ,polygenic risk scores ,depression ,major depression ,electroconvulsive therapy - Abstract
Electroconvulsive therapy (ECT) is the treatment of choice for severe and treatment-resistantdepression; disorder severity and unfavorable treatment outcomes are shown to be influencedby an increased genetic burden for major depression (MD). Here, we tested whether ECT assign-ment and response/nonresponse are associated with an increased genetic burden for majordepression (MD) using polygenic risk score (PRS), which summarize the contribution of disease-related common risk variants. Fifty-one psychiatric inpatients suffering from a major depressiveepisode underwent ECT. MD-PRS were calculated for these inpatients and a separatepopulation-based sample (n = 3,547 healthy; n = 426 self-reported depression) based on sum-mary statistics from the Psychiatric Genomics Consortium MDD-working group (Cases:n = 59,851; Controls: n = 113,154). MD-PRS explained a significant proportion of disease statusbetween ECT patients and healthy controls (p = .022, R2 = 1.173%); patients showed higherMD-PRS. MD-PRS in population-based depression self-reporters were intermediate betweenECT patients and controls (n.s.). Significant associations between MD-PRS and ECT response(50% reduction in Hamilton depression rating scale scores) were not observed. Our findings indi-cate that ECT cohorts show an increased genetic burden for MD and are consistent with thehypothesis that treatment-resistant MD patients represent a subgroup with an increased geneticrisk for MD. Larger samples are needed to better substantiate these findings.
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- 2019
34. Genetic architecture of subcortical brain structures in 38,851 individuals
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SATIZABAL, C. L., ADAMS, H. H. H., HIBAR, D. P., WHITE, C. C., KNOL, M. J., STEIN, J. L., Scholz, M., Sargurupremraj, Muralidharan, JAHANSHAD, N., ROSHCHUPKIN, G. V., SMITH, A. V., BIS, J. C., JIAN, X., LUCIANO, M., Hofer, E., TEUMER, A., VAN DER LEE, S. J., Yang, J., YANEK, L. R., LEE, T. V., Li, S., Hu, Y., KOH, J. Y., EICHER, J. D., DESRIVIERES, S., ARIAS-VASQUEZ, A., Chauhan, G., ATHANASIU, L., RENTERIA, M. E., Kim, S., HOEHN, D., ARMSTRONG, N. J., Chen, Q., HOLMES, A. J., DEN BRABER, A., KLOSZEWSKA, I., Andersson, M., ESPESETH, T., Grimm, O., ABRAMOVIC, L., ALHUSAINI, S., MILANESCHI, Y., PAPMEYER, M., AXELSSON, T., Ehrlich, S., ROIZ-SANTIANEZ, R., KRAEMER, B., HABERG, A. K., JONES, H. J., Pike, G. B., STEIN, D. J., Stevens, A., BRALTEN, J., VERNOOIJ, M. W., HARRIS, T. B., FILIPPI, I., WITTE, A. V., Guadalupe, T., WITTFELD, K., MOSLEY, T. H., BECKER, J. T., DOAN, N. T., HAGENAARS, S. P., SABA, Y., CUELLAR-PARTIDA, G., Amin, N., HILAL, S., NHO, K., MIRZA-SCHREIBER, N., ARFANAKIS, K., BECKER, D. M., Ames, D., GOLDMAN, A. L., LEE, P. H., Boomsma, D. I., LOVESTONE, S., GIDDALURU, S., LE HELLARD, S., Mattheisen, M., BOHLKEN, M. M., KASPERAVICIUTE, D., SCHMAAL, L., LAWRIE, S. M., Agartz, I., Walton, E., TORDESILLAS-GUTIERREZ, D., DAVIES, G. E., Shin, J., IPSER, J. C., VINKE, L. N., HOOGMAN, M., Jia, T., BURKHARDT, R., Klein, M., Crivello, Fabrice, JANOWITZ, D., CARMICHAEL, O., HAUKVIK, U. K., ARIBISALA, B. S., Schmidt, H., STRIKE, L. T., CHENG, C. Y., RISACHER, S. L., PUTZ, B., FLEISCHMAN, D. A., ASSAREH, A. A., MATTAY, V. S., BUCKNER, R. L., MECOCCI, P., DALE, A. M., Cichon, S., BOKS, M. P., MATARIN, M., PENNINX, Bwjh, CALHOUN, V. D., CHAKRAVARTY, M. M., MARQUAND, A. F., MACARE, C., KHARABIAN MASOULEH, S., OOSTERLAAN, J., Amouyel, P., HEGENSCHEID, K., ROTTER, J. I., SCHORK, A. J., LIEWALD, D. C. M., DE ZUBICARAY, G. I., WONG, T. Y., Shen, L., SAMANN, P. G., BRODATY, H., ROFFMAN, J. L., DE GEUS, E. J. C., TSOLAKI, M., ERK, S., VAN EIJK, K. R., CAVALLERI, G. L., VAN DER WEE, N. J. A., MCINTOSH, A. M., GOLLUB, R. L., BULAYEVA, K. B., Bernard, M., RICHARDS, J. S., HIMALI, J. J., Loeffler, M., ROMMELSE, N., Hoffmann, W., WESTLYE, L. T., VALDES HERNANDEZ, M. C., HANSELL, N. K., VAN ERP, T. G. M., Wolf, C., KWOK, J. B. J., Vellas, B., Heinz, A., OLDE LOOHUIS, L. M., DELANTY, N., HO, B. C., CHING, C. R. K., SHUMSKAYA, E., Singh, B., Hofman, A., VAN DER MEER, D., Homuth, G., PSATY, B. M., BASTIN, M. E., MONTGOMERY, G. W., FOROUD, T. M., REPPERMUND, S., HOTTENGA, J. J., Simmons, A., Meyer-Lindenberg, A., Cahn, W., WHELAN, C. D., VAN DONKELAAR, M. M. J., Yang, Q., HOSTEN, N., GREEN, R. C., THALAMUTHU, A., MOHNKE, S., HULSHOFF POL, H. E., Lin, H., JACK, C. R., Jr., SCHOFIELD, P. R., MUHLEISEN, T. W., MAILLARD, P., POTKIN, S. G., Wen, W., FLETCHER, E., TOGA, A. W., Gruber, O., HUENTELMAN, M., DAVEY SMITH, G., LAUNER, L. J., Nyberg, L., JONSSON, E. G., CRESPO-FACORRO, B., KOEN, N., GREVE, D. N., UITTERLINDEN, A. G., WEINBERGER, D. R., STEEN, V. M., FEDKO, I. O., GROENEWOLD, N. A., Niessen, W. J., TORO, R., Tzourio, Christophe, LONGSTRETH, W. T., Jr., SMOLLER, J. W., VAN TOL, M. J., SUSSMANN, J. E., PAUS, T., Lemaitre, H., SCHROETER, M. L., Mazoyer, B., ANDREASSEN, O. A., Holsboer, F., DEPONDT, C., VELTMAN, D. J., Turner, J. A., PAUSOVA, Z., Schumann, G., Van Rooij, D., Djurovic, S., DEARY, I. J., MCMAHON, K. L., MULLER-MYHSOK, B., BROUWER, R. M., Soininen, H., Pandolfo, M., WASSINK, T. H., CHEUNG, J. W., WOLFERS, T., MARTINOT, J. L., ZWIERS, M. P., Nauck, M., Melle, I., Martin, N. G., Kanai, R., WESTMAN, E., KAHN, R. S., Sisodiya, S. M., White, T., SAREMI, A., van Bokhoven, H., Brunner, H. G., VOLZKE, H., WRIGHT, M. J., VAN 'T ENT, D., NOTHEN, M. M., OPHOFF, R. A., BUITELAAR, J. K., Fernandez, G., SACHDEV, P. S., Rietschel, M., VAN HAREN, N. E. M., Fisher, S. E., BEISER, A. S., Francks, C., SAYKIN, A. J., MATHER, K. A., ROMANCZUK-SEIFERTH, N., HARTMAN, C. A., DeStefano, A. L., HESLENFELD, D. J., WEINER, M. W., Walter, H., HOEKSTRA, P. J., NYQUIST, P. A., Franke, B., BENNETT, D. A., Grabe, H. J., JOHNSON, A. D., Chen, C., VAN DUIJN, C. M., LOPEZ, O. L., FORNAGE, M., WARDLAW, J. M., Schmidt, R., DeCarli, C., DE JAGER, P. L., VILLRINGER, A., Debette, Stephanie, GUDNASON, V., Medland, S. E., SHULMAN, J. M., THOMPSON, P. M., SESHADRI, S., IKRAM, M. K., Bordeaux population health (BPH), Université de Bordeaux (UB)-Institut de Santé Publique, d'Épidémiologie et de Développement (ISPED)-Institut National de la Santé et de la Recherche Médicale (INSERM), Institut de Neurosciences cognitives et intégratives d'Aquitaine (INCIA), and Université Bordeaux Segalen - Bordeaux 2-Université Sciences et Technologies - Bordeaux 1-SFR Bordeaux Neurosciences-Centre National de la Recherche Scientifique (CNRS)
- Subjects
nervous system ,VINTAGE ,[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie ,HEALTHY - Abstract
Subcortical brain structures are integral to motion, consciousness, emotions and learning. We identified common genetic variation related to the volumes of the nucleus accumbens, amygdala, brainstem, caudate nucleus, globus pallidus, putamen and thalamus, using genome-wide association analyses in almost 40,000 individuals from CHARGE, ENIGMA and UK Biobank. We show that variability in subcortical volumes is heritable, and identify 48 significantly associated loci (40 novel at the time of analysis). Annotation of these loci by utilizing gene expression, methylation and neuropathological data identified 199 genes putatively implicated in neurodevelopment, synaptic signaling, axonal transport, apoptosis, inflammation/infection and susceptibility to neurological disorders. This set of genes is significantly enriched for Drosophila orthologs associated with neurodevelopmental phenotypes, suggesting evolutionarily conserved mechanisms. Our findings uncover novel biology and potential drug targets underlying brain development and disease.
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- 2019
35. Associations of Mitochondrial and Nuclear Mitochondrial Variants and Genes with Seven Metabolic Traits
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Harris, S.E., Corley, J., Wojczynski, M.K., Nauck, M., Levy, D., Gu, C., Sorensen, T.I.A., Noordam, R., Guo, X., Hill, W.D., Chen, Y.-D.I., Liu, C., Yao, J., Kraja, A.T., Daw, E.W., Irvin, M.R., Christensen, C., Newman, A.B., Hansen, T., Hudson, G., Zeng, D., Wu, H., Uitterlinden, A.G., Wareham, N.J., Perls, T.T., Grarup, N., Broeckel, U., Luan, J., Fu, M., Hemani, G., de Mutsert, R., Lin, S.J., Wilson, J.G., Jorgensen, M.E., Witte, D.R., Have, C.T., Ribel-Madsen, R., Wang, Y., Love-Gregory, L.D., Bowden, D.W., Province, M.A., Rotter, J.I., Taylor, A.M., Hunt, S.C., Thyagarajan, B., Goodarzi, M.O., Ridker, P.M., Torp-Pedersen, C., Ligthart, S., Starr, J.M., Feitosa, M.F., Arnett, D.K., de Haan, H.G., Jorgensen, T., Weeke, P.E., Graff, M., de las Fuentes, L., Justice, A.E., Hayward, C., Kerrison, N.D., Pedersen, O., Bonnelykke, K., Perry, J.A., Fetterman, J.L., Hai, Y., Malik, A.N., Vestergaard, H., Cropp, C.D., Ryan, K.A., Christensen, K., The Population Sciences Branch, NHLBI/NIH, Armasu, S.M., Langenberg, C., Forouhi, N.G., Yang, W., Teumer, A., Rodriguez, S., Kardia, S.L.R., Qi, Q., Becker, D.M., Baranski, T.J., Yanek, L.R., Rao, D.C., Fernandez, E.P., Lin, K.-H., Li-Gao, R., Sofer, T., Nohr, E.A., Larson, N.B., Sheu, W.H.-H., Elliott, P., An, P., Schnurr, T.M., Gu, Z., Taylor, K.D., Davies, G., Kilpelainen, T.O., Lee, W.-J., Patki, A., Barve, R.A., Brandslund, I., Sandow, K., Weiss, S., Wang, L., Stergiakouli, E., Mathias, R.A., Ghanbari, M., Tiwari, H.K., Rivadeneira, F., Davila-Roman, V.G., de Andrade, M., North, K.E., Richardson, T.G., Horta, B.L., Bielinski, S.J., Linneberg, A., Young, K., Argos, M., Dehghan, A., Chasman, D.I., Mook-Kanamori, D.O., Vaidya, D., Petersmann, A., Scott, R.A., Meigs, J.B., Ahluwalia, T.S., Gao, H., Rosendaal, F.R., Chakravarti, A., van Heemst, D., Cox, S.R., Williams, C., Pankow, J., Giulianini, F., Weir, B.S., Jonsson, A.E., Hartwig, F.P., Rohde, R., Ikram, M.A., Homuth, G., Lee, J.H., Deary, I.J., Erzurumluoglu, A.M., Chu, A.Y., Emery, L.S., Franco, O.H., Ong, K.K., Arking, D.E., Loos, R.J.F., Tzoulaki, I., Pattie, A., Timpson, N.J., and Turner, S.T.
- Abstract
Mitochondria (MT), the major site of cellular energy production, are under dual genetic control by 37 mitochondrial DNA (mtDNA) genes and numerous nuclear genes (MT-nDNA). In the CHARGEmtDNA+ Consortium, we studied genetic associations of mtDNA and MT-nDNA associations with body mass index (BMI), waist-hip-ratio (WHR), glucose, insulin, HOMA-B, HOMA-IR, and HbA1c. This 45-cohort collaboration comprised 70,775 (insulin) to 170,202 (BMI) pan-ancestry individuals. Validation and imputation of mtDNA variants was followed by single-variant and gene-based association testing. We report two significant common variants, one in MT-ATP6 associated (p ≤ 5E−04) with WHR and one in the D-loop with glucose. Five rare variants in MT-ATP6, MT-ND5, and MT-ND6 associated with BMI, WHR, or insulin. Gene-based meta-analysis identified MT-ND3 associated with BMI (p ≤ 1E−03). We considered 2,282 MT-nDNA candidate gene associations compiled from online summary results for our traits (20 unique studies with 31 dataset consortia's genome-wide associations [GWASs]). Of these, 109 genes associated (p ≤ 1E−06) with at least 1 of our 7 traits. We assessed regulatory features of variants in the 109 genes, cis- and trans-gene expression regulation, and performed enrichment and protein-protein interactions analyses. Of the identified mtDNA and MT-nDNA genes, 79 associated with adipose measures, 49 with glucose/insulin, 13 with risk for type 2 diabetes, and 18 with cardiovascular disease, indicating for pleiotropic effects with health implications. Additionally, 21 genes related to cholesterol, suggesting additional important roles for the genes identified. Our results suggest that mtDNA and MT-nDNA genes and variants reported make important contributions to glucose and insulin metabolism, adipocyte regulation, diabetes, and cardiovascular disease.
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- 2019
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36. Erratum: Meta-analysis of genome-wide association studies of anxiety disorders
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Otowa, T, Hek, K, Lee, M, Byrne, E M, Mirza, S S, Nivard, M G, Bigdeli, T, Aggen, S H, Adkins, D, Wolen, A, Fanous, A, Keller, M C, Castelao, E, Kutalik, Z, der Auwera, S V, Homuth, G, Nauck, M, Teumer, A, Milaneschi, Y, Hottenga, J-J, Direk, N, Hofman, A, Uitterlinden, A, Mulder, C L, Henders, A K, Medland, S E, Gordon, S, Heath, A C, Madden, P A F, Pergadia, M L, van der Most, P J, Nolte, I M, van Oort, F V A, Hartman, C A, Oldehinkel, A J, Preisig, M, Grabe, H J, Middeldorp, C M, Penninx, B W J H, Boomsma, D, Martin, N G, Montgomery, G, Maher, B S, van den Oord, E J, Wray, N R, Tiemeier, H, and Hettema, J M
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- 2016
- Full Text
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37. Genome-wide association study of 23,500 individuals identifies 7 loci associated with brain ventricular volume
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Vojinovic, D, Adams, HH, Jian, X, Yang, Q, Smith, AV, Bis, JC, Teumer, A, Scholz, M, Armstrong, NJ, Hofer, E, Saba, Y, Luciano, M, Bernard, M, Trompet, S, Yang, J, Gillespie, NA, van der Lee, SJ, Neumann, A, Ahmad, S, Andreassen, OA, Ames, D, Amin, N, Arfanakis, K, Bastin, ME, Becker, DM, Beiser, AS, Beyer, F, Brodaty, H, Bryan, RN, Bülow, R, Dale, AM, De Jager, PL, Deary, IJ, DeCarli, C, Fleischman, DA, Gottesman, RF, van der Grond, J, Gudnason, V, Harris, TB, Homuth, G, Knopman, DS, Kwok, JB, Lewis, CE, Li, S, Loeffler, M, Lopez, OL, Maillard, P, El Marroun, H, Mather, KA, Mosley, TH, Muetzel, RL, Nauck, M, Nyquist, PA, Panizzon, MS, Pausova, Z, Psaty, BM, Rice, K, Rotter, JI, Royle, N, Satizabal, CL, Schmidt, R, Schofield, PR, Schreiner, PJ, Sidney, S, Stott, DJ, Thalamuthu, A, Uitterlinden, AG, and Valdés Hernández, MC
- Abstract
© 2018, The Author(s). The volume of the lateral ventricles (LV) increases with age and their abnormal enlargement is a key feature of several neurological and psychiatric diseases. Although lateral ventricular volume is heritable, a comprehensive investigation of its genetic determinants is lacking. In this meta-analysis of genome-wide association studies of 23,533 healthy middle-aged to elderly individuals from 26 population-based cohorts, we identify 7 genetic loci associated with LV volume. These loci map to chromosomes 3q28, 7p22.3, 10p12.31, 11q23.1, 12q23.3, 16q24.2, and 22q13.1 and implicate pathways related to tau pathology, S1P signaling, and cytoskeleton organization. We also report a significant genetic overlap between the thalamus and LV volumes (?genetic = -0.59, p-value = 3.14 × 10-6), suggesting that these brain structures may share a common biology. These genetic associations of LV volume provide insights into brain morphology.
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- 2018
38. Genetic architecture of subcortical brain structures in 38,851 individuals
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Satizabal, C.L., Adams, H.H.H., Hibar, D.P., White, C.C., Knol, M.J., Stein, J.L., Scholz, M., Sargurupremraj, M., Jahanshad, N., Roshchupkin, G.V., Smith, A.V., Bis, J.C., Jian, X., Luciano, M., Hofer, E., Teumer, A., van der Lee, S.J., Yang, J., Yanek, L.R., Lee, T.V., Li, S., Hu, Y., Koh, J.Y., Eicher, J.D., Desrivières, S., Arias-Vasquez, A., Chauhan, G., Athanasiu, L., Renteria, M.E., Kim, S., Hoehn, D., Armstrong, N.J., Chen, Q., Holmes, A.J., den Braber, A., Kloszewska, I., Andersson, M., Espeseth, T., Grimm, O., Abramovic, L., Alhusaini, S., Milaneschi, Y., Papmeyer, M., Axelsson, T., Ehrlich, S., Roiz-Santiañez, R., Kraemer, B., Håberg, A.K., Jones, H.J., Pike, G.B., Stein, D.J., Stevens, A., Bralten, J., Vernooij, M.W., Harris, T.B., Filippi, I., Witte, A.V., Guadalupe, T., Wittfeld, K., Mosley, T.H., Becker, J.T., Doan, N.T., Hagenaars, S.P., Saba, Y., Cuellar-Partida, G., Amin, N., Hilal, S., Nho, K., Mirza-Schreiber, N., Arfanakis, K., Becker, D.M., Ames, D., Goldman, A.L., Lee, P.H., Boomsma, D.I., Lovestone, S., Giddaluru, S., Le Hellard, S., Mattheisen, M., Bohlken, M.M., Kasperaviciute, D., Schmaal, L., Lawrie, S.M., Agartz, I., Walton, E., Tordesillas-Gutierrez, D., Davies, G.E., Shin, J., Ipser, J.C., Vinke, L.N., Hoogman, M., Jia, T., Burkhardt, R., Klein, M., Crivello, F., Janowitz, D., Carmichael, O., Haukvik, U.K., Aribisala, B.S., Schmidt, H., Strike, L.T., Cheng, C-Y, Risacher, S.L., Pütz, B., Fleischman, D.A., Assareh, A.A., Mattay, V.S., Buckner, R.L., Mecocci, P., Dale, A.M., Cichon, S., Boks, M.P., Matarin, M., Penninx, B.W.J.H., Calhoun, V.D., Chakravarty, M.M., Marquand, A.F., Macare, C., Kharabian Masouleh, S., Oosterlaan, J., Amouyel, P., Hegenscheid, K., Rotter, J.I., Schork, A.J., Liewald, D.C.M., de Zubicaray, G.I., Wong, T.Y., Shen, L., Sämann, P.G., Brodaty, H., Roffman, J.L., de Geus, E.J.C., Tsolaki, M., Erk, S., van Eijk, K.R., Cavalleri, G.L., van der Wee, N.J.A., McIntosh, A.M., Gollub, R.L., Bulayeva, K.B., Bernard, M., Richards, J.S., Himali, J.J., Loeffler, M., Rommelse, N., Hoffmann, W., Westlye, L.T., Valdés Hernández, M.C., Hansell, N.K., Van Erp, T.G.M., Wolf, C., Kwok, J.B.J., Vellas, B., Heinz, A., Olde Loohuis, L.M., Delanty, N., Ho, B-C., Ching, C.R.K., Shumskaya, E., Singh, B., Hofman, A., van der Meer, D., Homuth, G., Psaty, B.M., Bastin, M.E., Montgomery, G.W., Foroud, T.M., Reppermund, S., Hottenga, J-J, Simmons, A., Meyer-Lindenberg, A., Cahn, W., Whelan, C.D., van Donkelaar, M.M.J., Yang, Q., Hosten, N., Green, R.C., Thalamuthu, A., Mohnke, S., Hulshoff Pol, H.E., Lin, H., Jack, C.R., Schofield, P.R., Mühleisen, T.W., Maillard, P., Potkin, S.G., Wen, W., Fletcher, E., Toga, A.W., Gruber, O., Huentelman, M., Davey Smith, G., Launer, L.J., Nyberg, L., Jönsson, E.G., Crespo-Facorro, B., Koen, N., Greve, D.N., Uitterlinden, A.G., Weinberger, D.R., Steen, V.M., Fedko, I.O., Groenewold, N.A., Niessen, W.J., Toro, R., Tzourio, C., Longstreth, W.T., Ikram, M.K., Smoller, J.W., van Tol, M-J, Sussmann, J.E., Paus, T., Lemaitre, H., Schroeter, M.L., Mazoyer, B., Andreassen, O.A., Holsboer, F., Depondt, C., Veltman, D.J., Turner, J.A., Pausova, Z., Schumann, G., Van Rooij, D., Djurovic, S., Deary, I.J., McMahon, K.L., Müller-Myhsok, B., Brouwer, R.M., Soininen, H., Pandolfo, M., Wassink, T.H., Cheung, J.W., Wolfers, T., Martinot, J-L, Zwiers, M.P., Nauck, M., Melle, I., Martin, N.G., Kanai, R., Westman, E., Kahn, R.S., Sisodiya, S.M., White, T., Saremi, A., van Bokhoven, H., Brunner, H.G., Völzke, H., Wright, M.J., van ‘t Ent, D., Nöthen, M.M., Ophoff, R.A., Buitelaar, J.K., Fernández, G., Sachdev, P.S., Rietschel, M., van Haren, N.E.M., Fisher, S.E., Beiser, A.S., Francks, C., Saykin, A.J., Mather, K.A., Romanczuk-Seiferth, N., Hartman, C.A., DeStefano, A.L., Heslenfeld, D.J., Weiner, M.W., Walter, H., Hoekstra, P.J., Nyquist, P.A., Franke, B., Bennett, D.A., Grabe, H.J., Johnson, A.D., Chen, C., van Duijn, C.M., Lopez, O.L., Fornage, M., Wardlaw, J.M., Schmidt, R., DeCarli, C., De Jager, P.L., Villringer, A., Debette, S., Gudnason, V., Medland, S.E., Shulman, J.M., Thompson, P.M., Seshadri, S., Ikram, M.A., Satizabal, C.L., Adams, H.H.H., Hibar, D.P., White, C.C., Knol, M.J., Stein, J.L., Scholz, M., Sargurupremraj, M., Jahanshad, N., Roshchupkin, G.V., Smith, A.V., Bis, J.C., Jian, X., Luciano, M., Hofer, E., Teumer, A., van der Lee, S.J., Yang, J., Yanek, L.R., Lee, T.V., Li, S., Hu, Y., Koh, J.Y., Eicher, J.D., Desrivières, S., Arias-Vasquez, A., Chauhan, G., Athanasiu, L., Renteria, M.E., Kim, S., Hoehn, D., Armstrong, N.J., Chen, Q., Holmes, A.J., den Braber, A., Kloszewska, I., Andersson, M., Espeseth, T., Grimm, O., Abramovic, L., Alhusaini, S., Milaneschi, Y., Papmeyer, M., Axelsson, T., Ehrlich, S., Roiz-Santiañez, R., Kraemer, B., Håberg, A.K., Jones, H.J., Pike, G.B., Stein, D.J., Stevens, A., Bralten, J., Vernooij, M.W., Harris, T.B., Filippi, I., Witte, A.V., Guadalupe, T., Wittfeld, K., Mosley, T.H., Becker, J.T., Doan, N.T., Hagenaars, S.P., Saba, Y., Cuellar-Partida, G., Amin, N., Hilal, S., Nho, K., Mirza-Schreiber, N., Arfanakis, K., Becker, D.M., Ames, D., Goldman, A.L., Lee, P.H., Boomsma, D.I., Lovestone, S., Giddaluru, S., Le Hellard, S., Mattheisen, M., Bohlken, M.M., Kasperaviciute, D., Schmaal, L., Lawrie, S.M., Agartz, I., Walton, E., Tordesillas-Gutierrez, D., Davies, G.E., Shin, J., Ipser, J.C., Vinke, L.N., Hoogman, M., Jia, T., Burkhardt, R., Klein, M., Crivello, F., Janowitz, D., Carmichael, O., Haukvik, U.K., Aribisala, B.S., Schmidt, H., Strike, L.T., Cheng, C-Y, Risacher, S.L., Pütz, B., Fleischman, D.A., Assareh, A.A., Mattay, V.S., Buckner, R.L., Mecocci, P., Dale, A.M., Cichon, S., Boks, M.P., Matarin, M., Penninx, B.W.J.H., Calhoun, V.D., Chakravarty, M.M., Marquand, A.F., Macare, C., Kharabian Masouleh, S., Oosterlaan, J., Amouyel, P., Hegenscheid, K., Rotter, J.I., Schork, A.J., Liewald, D.C.M., de Zubicaray, G.I., Wong, T.Y., Shen, L., Sämann, P.G., Brodaty, H., Roffman, J.L., de Geus, E.J.C., Tsolaki, M., Erk, S., van Eijk, K.R., Cavalleri, G.L., van der Wee, N.J.A., McIntosh, A.M., Gollub, R.L., Bulayeva, K.B., Bernard, M., Richards, J.S., Himali, J.J., Loeffler, M., Rommelse, N., Hoffmann, W., Westlye, L.T., Valdés Hernández, M.C., Hansell, N.K., Van Erp, T.G.M., Wolf, C., Kwok, J.B.J., Vellas, B., Heinz, A., Olde Loohuis, L.M., Delanty, N., Ho, B-C., Ching, C.R.K., Shumskaya, E., Singh, B., Hofman, A., van der Meer, D., Homuth, G., Psaty, B.M., Bastin, M.E., Montgomery, G.W., Foroud, T.M., Reppermund, S., Hottenga, J-J, Simmons, A., Meyer-Lindenberg, A., Cahn, W., Whelan, C.D., van Donkelaar, M.M.J., Yang, Q., Hosten, N., Green, R.C., Thalamuthu, A., Mohnke, S., Hulshoff Pol, H.E., Lin, H., Jack, C.R., Schofield, P.R., Mühleisen, T.W., Maillard, P., Potkin, S.G., Wen, W., Fletcher, E., Toga, A.W., Gruber, O., Huentelman, M., Davey Smith, G., Launer, L.J., Nyberg, L., Jönsson, E.G., Crespo-Facorro, B., Koen, N., Greve, D.N., Uitterlinden, A.G., Weinberger, D.R., Steen, V.M., Fedko, I.O., Groenewold, N.A., Niessen, W.J., Toro, R., Tzourio, C., Longstreth, W.T., Ikram, M.K., Smoller, J.W., van Tol, M-J, Sussmann, J.E., Paus, T., Lemaitre, H., Schroeter, M.L., Mazoyer, B., Andreassen, O.A., Holsboer, F., Depondt, C., Veltman, D.J., Turner, J.A., Pausova, Z., Schumann, G., Van Rooij, D., Djurovic, S., Deary, I.J., McMahon, K.L., Müller-Myhsok, B., Brouwer, R.M., Soininen, H., Pandolfo, M., Wassink, T.H., Cheung, J.W., Wolfers, T., Martinot, J-L, Zwiers, M.P., Nauck, M., Melle, I., Martin, N.G., Kanai, R., Westman, E., Kahn, R.S., Sisodiya, S.M., White, T., Saremi, A., van Bokhoven, H., Brunner, H.G., Völzke, H., Wright, M.J., van ‘t Ent, D., Nöthen, M.M., Ophoff, R.A., Buitelaar, J.K., Fernández, G., Sachdev, P.S., Rietschel, M., van Haren, N.E.M., Fisher, S.E., Beiser, A.S., Francks, C., Saykin, A.J., Mather, K.A., Romanczuk-Seiferth, N., Hartman, C.A., DeStefano, A.L., Heslenfeld, D.J., Weiner, M.W., Walter, H., Hoekstra, P.J., Nyquist, P.A., Franke, B., Bennett, D.A., Grabe, H.J., Johnson, A.D., Chen, C., van Duijn, C.M., Lopez, O.L., Fornage, M., Wardlaw, J.M., Schmidt, R., DeCarli, C., De Jager, P.L., Villringer, A., Debette, S., Gudnason, V., Medland, S.E., Shulman, J.M., Thompson, P.M., Seshadri, S., and Ikram, M.A.
- Abstract
Subcortical brain structures are integral to motion, consciousness, emotions and learning. We identified common genetic variation related to the volumes of the nucleus accumbens, amygdala, brainstem, caudate nucleus, globus pallidus, putamen and thalamus, using genome-wide association analyses in almost 40,000 individuals from CHARGE, ENIGMA and UK Biobank. We show that variability in subcortical volumes is heritable, and identify 48 significantly associated loci (40 novel at the time of analysis). Annotation of these loci by utilizing gene expression, methylation and neuropathological data identified 199 genes putatively implicated in neurodevelopment, synaptic signaling, axonal transport, apoptosis, inflammation/infection and susceptibility to neurological disorders. This set of genes is significantly enriched for Drosophila orthologs associated with neurodevelopmental phenotypes, suggesting evolutionarily conserved mechanisms. Our findings uncover novel biology and potential drug targets underlying brain development and disease.
- Published
- 2019
39. Multi-ancestry sleep-by-SNP interaction analysis in 126,926 individuals reveals lipid loci stratified by sleep duration
- Author
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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
- View/download PDF
40. Bipolar multiplex families have an increased burden of common risk variants for psychiatric disorders
- Author
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Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), Nöthen, M.M. (Markus M.), Andlauer, T.F.M. (Till F. M.), Guzman-Parra, J. (Jose), Streit, F. (Fabian), Strohmaier, J. (Jana), González, M.J. (Maria José), Gil Flores, S. (Susana), Cabaleiro Fabeiro, F.J. (Francisco J.), del Río Noriega, F. (Francisco), Perez, F.P. (Fermin Perez), Haro González, J. (Jesus), Orozco Diaz, G. (Guillermo), Diego, Y. (Yolanda) de, Moreno-Küstner, B. (Berta), Auburger, G. (Georg), Degenhardt, F. (Franziska), Heilmann-Heimbach, S. (Stefanie), Herms, S. (Stefan), Hoffmann, P. (Per), Frank, J. (Josef), Foo, J.C. (Jerome C.), Treutlein, J. (Jens), Witt, S.H. (Stephanie H), Cichon, S. (Sven), Kogevinas, M. (Manolis), Stahl, E.A. (Eli A), Breen, G. (Gerome), Forstner, A.J. (Andreas J), McQuillin, A. (Andrew), Ripke, S. (Stephan), Trubetskoy, V. (Vassily), Mattheisen, M. (Manuel), Wang, Y. (Yunpeng), Coleman, J.R.I. (Jonathan R I), Gaspar, H.A. (Héléna A), Leeuw, C. (Christiaan) de, Steinberg, S. (Stacy), Pavlides, J.M.W. (Jennifer M Whitehead), Trzaskowski, M. (Maciej), Pers, T.H. (Tune H), Holmans, P.A. (Peter A.), Abbott, L. (Liam), Agerbo, E. (Esben), Akil, H. (Huda), Albani, D. (Diego), Alliey-Rodriguez, N. (Ney), Als, T.D. (Thomas D), Anjorin, A. (Adebayo), Antilla, V. (Verneri), Awasthi, S. (Swapnil), Badner, J.A. (Judith A), Bækvad-Hansen, M. (Marie), Barchas, J.D. (Jack D), Bass, N. (Nicholas), Bauer, M. (Michael), Belliveau, R.A. (Richard A.), Bergen, S.E. (Sarah), Pedersen, C.B. (C.), Bøen, E. (Erlend), Boks, M.P.M. (Marco), Boocock, J. (James), Budde, M. (Monika), Bunney, W.E. (William E), Burmeister, M., Bybjerg-Grauholm, J. (Jonas), Byerley, W.F. (William F), Casas, M. (Miquel), Cerrato, F. (Felecia), Cervantes, P. (Pablo), Chambert, K. (Kimberly), Charney, A.W. (Alexander W), Chen, D. (Danfeng), Churchhouse, C. (Claire), Clarke, T.-K. (Toni-Kim), Coryell, W.H. (William H), Craig, D.W. (David W), Cruceanu, C. (Cristiana), Czerski, P.M., Dale, A.M. (Anders), de Jong, S. (Simone), Del-Favero, J. (Jurgen), DePaulo, J.R. (J Raymond), Djurovic, S. (Srdjan), Dobbyn, A.L. (Amanda L), Dumont, A. (Ashley), Elvsåshagen, T. (Torbjørn), Escott-Price, V. (Valentina), Fan, C.C. (Chun Chieh), Fischer, S.B. (Sascha B), Flickinger, M. (Matthew), Foroud, T.M. (Tatiana M), Forty, L. (Liz), Fraser, C. (Christine), Luben, R.N. (Robert), Frisén, L. (Louise), Gade, K. (Katrin), Gage, D. (Diane), Garnham, J. (Julie), Giambartolomei, C. (Claudia), Pedersen, M.G. (Marianne Giørtz), Goldstein, J.I. (Jacqueline), Gordon, S.D. (Scott D), Gordon-Smith, K. (Katherine), Green, E.K. (Elaine K), Green, M.J. (Melissa J), Greenwood, T.A. (Tiffany A), Grove, J. (Jakob), Guan, W. (Weihua), Parra, J.G. (José Guzman), Hamshere, M.L. (Marian), Hautzinger, M. (Martin), Heilbronner, U. (Urs), Hipolito, M. (Maria), Holland, D. (Dominic), Huckins, L. (Laura), Jamain, S. (Stéphane), Johnson, J.S. (Jessica S), Juréus, A. (Anders), Kandaswamy, R. (Radhika), Karlsson, R. (Robert), Kennedy, J.L. (James L), Kittel-Schneider, S. (Sarah), Knowles, J.A. (James A), Koller, A.C. (Anna C), Kupka, R.W. (Ralph ), Lavebratt, C. (Catharina), Lawrence, J. (Jacob), Lawson, W.B. (William B), Leber, I. (Isabelle), Lee, P.H. (Phil H), Levy, S.E. (Shawn E), Li, J.Z. (Jun Z), Liu, C. (Chunyu), Lucae, S. (Susanne), Maaser, A. (Anna), Macintyre, D.J. (Donald J), Mahon, P.B. (Pamela B), Maier, W. (Wolfgang), Martinsson, L. (Lina), McCarroll, S.A. (Steve), McGuffin, P. (Peter), Mcinnis, M.G. (Melvin G), McKay, J.D. (James D), Medeiros, H. (Helena), Medland, S.E. (Sarah E), Meng, F. (Fan), Milani, L. (Lili), Montgomery, G.W. (Grant W), Morris, D.W. (Derek W), Mühleisen, T.W. (Thomas W), Mullins, N. (Niamh), Nguyen, H. (Hoang), Nievergelt, C.M. (Caroline M), Adolfsson, A.N. (Annelie Nordin), Nwulia, E.A. (Evaristus A), O’Donovan, C. (Claire), Loohuis, L.M.O. (Loes M Olde), Ori, A.P.S. (Anil P S), Oruc, L. (Lilijana), Ösby, U. (Urban), Perlis, R.H. (Roy H), Perry, A. (Amy), Pfennig, A. (Andrea), Potash, J.B. (James B), Purcell, S.M. (Shaun M), Regeer, E.J. (Eline Janet), Reif, A. (Andreas), Reinbold, C.S. (Céline S), Rice, J.P. (John), Richards, A. (Alex), Rivas, F. (Fabio), Rivera, M. (Margarita), Roussos, A. (Alexandra), Ruderfer, D. (Douglas), Ryu, J. (Julie), Sánchez-Mora, C. (Cristina), Schatzberg, A.F. (Alan F), Scheftner, W.A. (William A), Schork, N.J. (Nicholas), Weickert, C.S. (Cynthia Shannon), Shehktman, T. (Tatyana), Shilling, P.D. (Paul D), Sigurdsson, E. (Engilbert), Slaney, C. (Claire), Smeland, O.B. (Olav B), Sobell, J.L. (Janet L), Hansen, C.S. (Christine Søholm), Spijker, A.T. (Anne T), Clair, D.S., Steffens, M. (Michael), Strauss, J.S. (John S), Szelinger, S. (Szabolcs), Thompson, R.C. (Robert C), EThorgeirsson, T. (Thorgeir), Vedde, H. (Helmut), Wang, W. (Weiqing), Watson, S.J. (Stanley J), Weickert, T.W. (Thomas W), Xi, S. (Simon), Xu, W. (Wei), Young, A.H. (Allan H), Zandi, P.P. (Peter P), Zhang, P. (Ping), Zöllner, S. (Sebastian), Adolfsson, R., Agartz, I. (Ingrid), Alda, M. (Martin), Backlund, L. (Lena), Baune, B.T. (Bernhard T), Bellivier, F. (Frank), Berrettini, W. (Wade), Biernacka, J.M. (Joanna M), Blackwood, D.H.R. (Douglas), Boehnke, M. (Michael), Børglum, A.D. (Anders D), Corvin, A. (Aiden), Craddock, N. (Nicholas), Daly, M.J. (Mark), Dannlowski, U. (Udo), Esko, T. (Tõnu), Etain, B. (Bruno), Frye, M.A. (Mark A), Fullerton, J.M. (Janice M), Gershon, E.S. (Elliot S), Gill, M. (Michael), Goes, F. (Fernando), Grigoroiu-Serbanescu, M. (Maria), Hauser, J. (J.), Hougaard, D.M. (David M), Hultman, C.M. (Christina), Jones, I. (Ian), Jones, L.A. (Lisa A), Kahn, R. (René), Kirov, G. (George), Landén, M. (Mikael), Leboyer, M. (Marion), Lewis, C.M. (Cathryn), Li, Q.S. (Qingqin S), Lissowska, J. (Jolanta), Martin, N.G. (Nicholas), Mayoral, F. (Fermin), McElroy, S.L. (Susan L), McIntosh, A.M. (Andrew), Mcmahon, F.J. (Francis J), Melle, I. (Ingrid), Metspalu, A. (Andres), Mitchell, P.B. (Philip B), Morken, G. (Gunnar), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (Bertram), Myers, R.H. (Richard), Neale, B.M. (Benjamin), Nimgaonkar, V. (Vishwajit), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C), Oedegaard, K.J. (Ketil J), Owen, M.J. (Michael J), Paciga, S.A. (Sara A), Pato, C. (Carlos), Posthuma, D. (Danielle), Ramos-Quiroga, J.A. (Josep Antoni), Ribasés, M. (Marta), Rietschel, M. (Marcella), Rouleau, G.A. (Guy A), Schalling, M. (Martin), Schofield, P.R. (Peter R), Schulze, T.G. (Thomas G), Serretti, A. (Alessandro), Smoller, J.W., Stefansson, H. (Hreinn), Zwart, J-A. (John-Anker), Stordal, E. (Eystein), Sullivan, P.F. (Patrick F), Turecki, G. (Gustavo), Vaaler, A.E. (Arne E), Vieta, E. (Eduard), Vincent, J.B. (John B), Werge, T.M. (Thomas), Nurnberger, J.I. (John I), Wray, N.R. (Naomi), Florio, A.D. (Arianna Di), Edenberg, H.J. (Howard), Ophoff, R.A. (Roel), Scott, L.J. (Laura J), Andreassen, O.A. (Ole), Kelsoe, J.R. (John), Sklar, P. (Pamela), Wray, N.R. (Naomi R), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J), Air, T.M. (Tracy M), Bacanu, S.A. (Silviu), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B), Binder, E.B. (Elisabeth), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E), Davies, G. (Gail), Deary, I.J. (Ian J), Degenhardt, F., Derks, E.M. (Eske M), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K), Foo, J.C. (Jerome C), Goes, F.S. (Fernando S), Gordon, S.D. (Scott D.), Hall, L.S. (Lynsey S), Hansen, T.F. (Thomas F), Hickie, I.B. (Ian), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M), Ising, M. (Marcus), Jansen, R. (Rick), Jones, I., Jones, L. (Louisa), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), MacIntyre, D.J. (Donald J), MacKinnon, D.F. (Dean F), Maier, R.M. (Robert M), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Mcguffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel M), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Mondimore, F.M. (Francis M), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (Carsten Bøcker), Peterson, R.E. (Roseann E), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Quiroz, J.A. (Jorge A), Qvist, P. (Per), Rice, J.P. (John P), Riley, B.P. (Brien P.), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C), Shen, L. (Li), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sinnamon, G.C.B. (Grant C B), Smith, A.V. (Davey), Smith, D.J. (Daniel J), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A), Thorgeirsson, T.E. (Thorgeir E), Traylor, M. (Matthew), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M), Viktorin, A. (Alexander), Visscher, P.M. (Peter M), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Wu, Y. (Yang), Xi, H.S. (Hualin S), Yang, J. (Joanna), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Geus, E.J.C. (Eco) de, Domenici, E. (Enrico), Domschke, K. (Katharina), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Madden, P.A. (Pamela), Magnusson, P.K. (Patrik), Martin, N.G. (Nicholas G), McIntosh, A.M. (Andrew M), Mors, O., Müller-Myhsok, B. (B.), Nöthen, M.M. (Markus M), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Porteous, D.J. (David J.), Preisig, M. (Martin), Schaefer, C. (Catherine), Smoller, J.W. (Jordan W), Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn M), Levinson, D.F. (Douglas F.), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick), Mayoral, F. (Fermín), Muller-Myhsok, B. (B.), Forstner, A.J. (Andreas J.), and Nöthen, M.M. (Markus M.)
- Abstract
Multiplex families with a high prevalence of a psychiatric disorder are often examined to identify rare genetic variants with large effect sizes. In the present study, we analysed whether the risk for bipolar disorder (BD) in BD multiplex families is influenced by common genetic variants. Furthermore, we investigated whether this risk is conferred mainly by BD-specific risk variants or by variants also associated with the susceptibility to schizophrenia or major depression. In total, 395 individuals from 33 Andalusian BD multiplex families (166 BD, 78 major depressive disorder, 151 unaffected) as well as 438 subjects from an independent, BD case/control cohort (161 unrelated BD, 277 unrelated controls) were analysed. Polygenic risk scores (PRS) for BD, schizophrenia (SCZ), and major depression were calculated and compared between the cohorts. Both the familial BD cases and unaffected family members had higher PRS for all three psychiatric disorders than the independent controls, with BD and SCZ being significant after correction for multiple testing, suggesting a high baseline risk for several psychiatric disorders in the families. Moreover, familial BD cases showed significantly higher BD PRS than unaffected family members and unrelated BD cases. A plausible hypothesis is that, in multiplex families with a general increase in risk for psychiatric disease, BD development is attributable to a high burden of common variants that confer a specific risk for BD. The present analyses demonstrated that common genetic risk variants for psychiatric disorders are likely to contribute to the high incidence of affective psychiatric disorders in the multiplex families. However, the PRS explained only part of the observed phenotypic variance, and rare variants might have also contributed to disease development.
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- 2019
- Full Text
- View/download PDF
41. Classical Human Leukocyte Antigen Alleles and C4 Haplotypes Are Not Significantly Associated With Depression
- Author
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Glanville, K.P. (Kylie P.), Coleman, J.R.I. (Jonathan R.I.), Hanscombe, K.B. (Ken B.), Euesden, J. (Jack), Choi, S.W. (Shing Wan), Purves, K.L. (Kirstin L.), Breen, G. (Gerome), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F.M.), Baune, B.T., Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Boomsma, D.I. (Dorret), Buttenschøn, H.N. (Henriette N.), Colodro-Conde, L. (Lucía), Dannlowski, U. (Udo), Direk, N. (Nese), Dunn, E.C. (Erin C.), Forstner, A.J. (Andreas J.), Geus, E.J.C. (Eco) de, Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Jones, I., Jones, L. (Louisa), Knowles, J.A. (James A), Kutalik, Z. (Zoltán), Levinson, D.F. (Douglas F.), Lewis, G., Lind, P.A. (Penelope), Lucae, S. (Susanne), Magnusson, P.K. (Patrik), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), Milaneschi, Y. (Yuri), Mors, O., Mostafavi, S. (Sara), Müller-Myhsok, B. (B.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Potash, J.B. (James B), Preisig, M. (Martin), Ripke, S. (Stephan), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Smoller, J.W., Streit, F. (Fabian), Sullivan, P.F. (Patrick), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Van der Auwera, S. (Sandra), Weissman, M.M., Wray, N.R. (Naomi), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Bryois, J. (Julien), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian J.), Degenhardt, F., Derks, E.M. (Eske), Dolan, C.V. (Conor), Eley, T.C. (T.), Escott-Price, V. (Valentina), Hassan Kiadeh, F.F. (Farnush Farhadi), Finucane, H.K. (Hilary K.), Foo, J.C. (Jerome C.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S.), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Li, Y. (Yihan), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Li), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C.B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (Andrés G.), Umbricht, D. (Daniel), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Berger, K. (Klaus), Cichon, S. (Sven), de Geus, E.J.C. (E. J.C.), DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Li, Q.S. (Qingqin S.), Madden, P.A. (Pamela), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mortensen, P.B. (Preben Bo), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O'donovan, M.C. (Michael), Paciga, S.A. (Sara A.), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Zwart, J-A. (John-Anker), Völzke, H. (Henry), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), Borglum, A.D. (Anders), Glanville, K.P. (Kylie P.), Coleman, J.R.I. (Jonathan R.I.), Hanscombe, K.B. (Ken B.), Euesden, J. (Jack), Choi, S.W. (Shing Wan), Purves, K.L. (Kirstin L.), Breen, G. (Gerome), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F.M.), Baune, B.T., Binder, E.B. (Elisabeth), Blackwood, D.H.R. (Douglas), Boomsma, D.I. (Dorret), Buttenschøn, H.N. (Henriette N.), Colodro-Conde, L. (Lucía), Dannlowski, U. (Udo), Direk, N. (Nese), Dunn, E.C. (Erin C.), Forstner, A.J. (Andreas J.), Geus, E.J.C. (Eco) de, Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Jones, I., Jones, L. (Louisa), Knowles, J.A. (James A), Kutalik, Z. (Zoltán), Levinson, D.F. (Douglas F.), Lewis, G., Lind, P.A. (Penelope), Lucae, S. (Susanne), Magnusson, P.K. (Patrik), McGuffin, P. (Peter), McIntosh, A.M. (Andrew), Milaneschi, Y. (Yuri), Mors, O., Mostafavi, S. (Sara), Müller-Myhsok, B. (B.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Potash, J.B. (James B), Preisig, M. (Martin), Ripke, S. (Stephan), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Smoller, J.W., Streit, F. (Fabian), Sullivan, P.F. (Patrick), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Van der Auwera, S. (Sandra), Weissman, M.M., Wray, N.R. (Naomi), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Bryois, J. (Julien), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian J.), Degenhardt, F., Derks, E.M. (Eske), Dolan, C.V. (Conor), Eley, T.C. (T.), Escott-Price, V. (Valentina), Hassan Kiadeh, F.F. (Farnush Farhadi), Finucane, H.K. (Hilary K.), Foo, J.C. (Jerome C.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David), Howard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Kohane, I.S. (Isaac S.), Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Li, Y. (Yihan), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O'Reilly, P.F. (Paul), Oskarsson, H. (Hogni), Owen, M.J. (Michael), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Li), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C.B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (Andrés G.), Umbricht, D. (Daniel), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Berger, K. (Klaus), Cichon, S. (Sven), de Geus, E.J.C. (E. J.C.), DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Li, Q.S. (Qingqin S.), Madden, P.A. (Pamela), Martin, N.G. (Nicholas), Metspalu, A. (Andres), Mortensen, P.B. (Preben Bo), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O'donovan, M.C. (Michael), Paciga, S.A. (Sara A.), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Zwart, J-A. (John-Anker), Völzke, H. (Henry), Werge, T.M. (Thomas), Lewis, C.M. (Cathryn), and Borglum, A.D. (Anders)
- Abstract
Background: The prevalence of depression is higher in individuals with autoimmune diseases, but the mechanisms underlying the observed comorbidities are unknown. Shared genetic etiology is a plausible explanation for the overlap, and in this study we tested whether genetic variation in the major histocompatibility complex (MHC), which is associated with risk for autoimmune diseases, is also associated with risk for depression. Methods: We fine-mapped the classical MHC (chr6: 29.6–33.1 Mb), imputing 216 human leukocyte antigen (HLA) alleles and 4 complement component 4 (C4) haplotypes in studies from the Psychiatric Genomics Consortium Major Depressive Disorder Working Group and the UK Biobank. The total sample size was 45,149 depression cases and 86,698 controls. We tested for association between depression status and imputed MHC variants, applying both a region-wide significance threshold (3.9 × 10−6) and a candidate threshold (1.6 × 10−4). Results: No HLA alleles or C4 haplotypes were associated with depression at the region-wide threshold. HLA-B*08:01 was associated with modest protection for depression at the candidate threshold for testing in HLA genes in the meta-analysis (odds ratio = 0.98, 95% confidence interval = 0.97–0.99). Conclusions: We found no evidence that an increased risk for depression was conferred by HLA alleles, which play a major role in the genetic susceptibility to autoimmune diseases, or C4 haplotypes, which are strongly associated with schizophrenia. These results suggest that any HLA or C4 variants associated with depression either are rare or have very modest effect sizes.
- Published
- 2019
- Full Text
- View/download PDF
42. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns
- Author
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Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), Binder, E.B. (Elisabeth), Czamara, D. (Darina), Eraslan, G. (Gökçen), Page, C.M. (Christian M.), Lahti, J. (Jari), Lahti-Pulkkinen, M. (Marius), Hämäläinen, E. (Esa), Kajantie, E. (Eero), Laivuori, H. (Hannele), Villa, P.M. (Pia M.), Reynolds, R.M. (Rebecca M.), Nystad, W. (Wenche), Håberg, S.E. (Siri E), London, S.J. (Stephanie J.), O’Donnell, K.J. (Kieran J.), Garg, E. (Elika), Meaney, M.J., Entringer, S., Wadhwa, P.D. (Pathik D.), Buss, C. (Claudia), Jones, M.J. (Meaghan J.), Lin, D.T.S. (David T. S.), MacIsaac, J.L. (Julie L.), Kobor, M.S. (Michael S.), Koen, N. (Nastassja), Zar, H.J., Koenen, M.E. (Marjorie), Dalvie, S. (Shareefa), Stein, D.J. (Dan), Kondofersky, I. (Ivan), Müller, N.S. (Nikola S.), Theis, F. (Fabian), Wray, N.R. (Naomi), Ripke, S. (Stephan), Mattheisen, M. (Manuel), Trzaskowski, M. (Maciej), Byrne, E.M. (Enda), Abdellaoui, A. (Abdel), Adams, M.J. (Mark J.), Agerbo, E. (Esben), Air, T.M. (Tracy M.), Andlauer, T.F.M. (Till F. M.), Bacanu, S.A. (Silviu), Bækvad-Hansen, M. (Marie), Beekman, A.T.F. (Aartjan), Bigdeli, T.B. (Tim B.), Blackwood, D.H.R. (Douglas), Bryois, J. (Julien), Buttenschøn, H.N. (Henriette N.), Bybjerg-Grauholm, J. (Jonas), Cai, N. (Na), Castelao, E. (Enrique), Christensen, J.H. (Jane Hvarregaard), Clarke, T.-K., Coleman, J.R.I. (Jonathan R. I.), Colodro-Conde, L. (Lucía), Couvy-Duchesne, B. (Baptiste), Craddock, N.J. (Nick), Crawford, G.E. (Gregory E.), Davies, G. (Gail), Deary, I.J. (Ian), Degenhardt, F., Derks, E.M. (Eske), Direk, N. (Nese), Dolan, C.V. (Conor), Dunn, E.C. (Erin C.), Eley, T.C. (T.), Escott-Price, V. (Valentina), Kiadeh, F.F.H. (Farnush Farhadi Hassan), Finucane, H.K. (Hilary K.), Forstner, A.J. (Andreas J.), Frank, J. (Josef), Gaspar, H.A. (Héléna A.), Gill, M. (Michael), Goes, F.S. (Fernando S.), Gordon, S.D. (Scott D.), Grove, J. (Jakob), Hall, L.S. (Lynsey S.), Hansen, C.S. (Christine Søholm), Hansen, T.F. (Thomas F.), Herms, S. (Stefan), Hickie, I.B. (Ian), Hoffmann, P. (Per), Homuth, G. (Georg), Horn, C. (Carsten), Hottenga, J.J. (Jouke Jan), Hougaard, D.M. (David M.), Ising, M. (Marcus), Jansen, R. (Rick), Jorgenson, E. (Eric), Knowles, J.A. (James A), Kohane, I.S., Kraft, J. (Julia), Kretzschmar, W.W. (Warren W.), Krogh, J. (Jesper), Kutalik, Z. (Zoltán), Li, Y. (Yihan), Lind, P.A. (Penelope), Macintyre, D.J. (Donald J), MacKinnon, D.F. (Dean F.), Maier, R.M. (Robert M.), Maier, W. (Wolfgang), Marchini, J. (Jonathan), Mbarek, H., McGrath, P. (Patrick), McGuffin, P. (Peter), Medland, S.E. (Sarah), Mehta, D. (Divya), Middeldorp, C.M. (Christel), Mihailov, E. (Evelin), Milaneschi, Y. (Yuri), Milani, L. (Lili), Mondimore, F.M. (Francis M.), Montgomery, G.W. (Grant), Mostafavi, S. (Sara), Mullins, N. (Niamh), Nauck, M. (Matthias), Ng, B. (Bernard), Nivard, M. (Michel), Nyholt, D.R. (Dale), O’Reilly, P.F. (Paul F.), Oskarsson, H. (Hogni), Owen, M.J. (Michael J.), Painter, J.N. (Jodie N.), Pedersen, C.B. (C.), Pedersen, M.G. (Marianne Giørtz), Peterson, R.E. (Roseann E.), Pettersson, E. (Erik), Peyrot, W.J. (Wouter ), Pistis, G. (Giorgio), Posthuma, D. (Danielle), Quiroz, J.A. (Jorge A.), Qvist, P. (Per), Rice, J.P. (John), Riley, B.P. (Brien P.), Rivera, M. (Margarita), Mirza, S.S. (Saira), Schoevers, R. (Robert), Schulte, E.C. (Eva C.), Shen, L. (Ling), Shi, J. (Jianxin), Shyn, S.I. (Stanley I), Sigurdsson, E. (Engilbert), Sinnamon, G.C.B. (Grant C. B.), Smith, A.V. (Davey), Smith, D.J. (Daniel J.), Stefansson, H. (Hreinn), Steinberg, S. (Stacy), Streit, F. (Fabian), Strohmaier, J. (Jana), Tansey, K.E., Teismann, H. (Henning), Teumer, A. (Alexander), Thompson, W.K. (Wesley K.), Thomson, P.A. (Pippa A.), Thorgeirsson, T.E. (Thorgeir E.), Traylor, M. (Matthew), Treutlein, J. (Jens), Trubetskoy, V. (Vassily), Uitterlinden, A.G. (André), Umbricht, D. (Daniel), Van der Auwera, S. (Sandra), van Hemert, A.M. (Albert M.), Viktorin, A. (Alexander), Visscher, P.M. (Peter M.), Wang, Y. (Yunpeng), Webb, B.T. (Bradley T.), Weinsheimer, S.M. (Shantel Marie), Wellmann, J. (Jürgen), Willemsen, G.A.H.M. (Gonneke), Witt, S.H. (Stephanie H), Wu, Y. (Yang), Xi, H.S. (Hualin S.), Yang, J. (Jian), Zhang, F. (Futao), Arolt, V. (Volker), Baune, B.T., Berger, K. (Klaus), Boomsma, D.I. (Dorret), Cichon, S. (Sven), Dannlowski, U. (Udo), Geus, E.J.C. (Eco) de, DePaulo, J.R. (J. Raymond), Domenici, E. (Enrico), Domschke, K. (Katharina), Esko, T. (Tõnu), Grabe, H.J. (Hans Jörgen), Hamilton, S.P. (Steven P), Hayward, C. (Caroline), Heath, A.C. (Andrew), Jablensky, A. (Assen), Kloiber, S. (Stefan), Lewis, G., Li, Q.S. (Qingqin S.), Lucae, S. (Susanne), Madden, P.A. (Pamela), Magnusson, P.K. (Patrik K.), Martin, N.G. (Nicholas), McIntosh, A.M. (Andrew M.), Metspalu, A. (Andres), Mors, O. (Ole), Mortensen, P.B. (Preben Bo), Müller-Myhsok, B. (B.), Nordentoft, M. (Merete), Nöthen, M.M. (Markus), O’Donovan, M.C. (Michael C.), Paciga, S.A. (Sara A.), Pedersen, N.L. (Nancy), Penninx, B.W.J.H. (Brenda), Perlis, R.H. (Roy H), Porteous, D.J. (David J.), Potash, J.B. (James B), Preisig, M. (Martin), Rietschel, M. (Marcella), Schaefer, C. (Catherine), Schulze, T.G. (Thomas G.), Smoller, J.W., Stefansson, K. (Kari), Tiemeier, H.W. (Henning), Uher, R. (Rudolf), Völzke, H. (Henry), Weissman, M.M., Werge, T. (Thomas), Lewis, C.M. (Cathryn), Levinson, D.F. (Douglas F.), Breen, G. (Gerome), Borglum, A.D. (Anders), Sullivan, P.F. (Patrick F.), Räikkönen, K. (Katri), and Binder, E.B. (Elisabeth)
- Abstract
Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike’s information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.
- Published
- 2019
- Full Text
- View/download PDF
43. Evidence for increased genetic risk load for major depression in patients assigned to electroconvulsive therapy
- Author
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Foo, JC, Streit, F, Frank, J, Witt, SH, Treutlein, J, Baune, BT, Moebus, S, Joeckel, K-H, Forstner, AJ, Noethen, MM, Rietschel, M, Sartorius, A, Kranaster, L, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JRI, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, Sullivan, PF, Foo, JC, Streit, F, Frank, J, Witt, SH, Treutlein, J, Baune, BT, Moebus, S, Joeckel, K-H, Forstner, AJ, Noethen, MM, Rietschel, M, Sartorius, A, Kranaster, L, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JRI, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, CV, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, SI, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Berger, K, Boomsma, DI, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, and Sullivan, PF
- Abstract
Electroconvulsive therapy (ECT) is the treatment of choice for severe and treatment-resistant depression; disorder severity and unfavorable treatment outcomes are shown to be influenced by an increased genetic burden for major depression (MD). Here, we tested whether ECT assignment and response/nonresponse are associated with an increased genetic burden for major depression (MD) using polygenic risk score (PRS), which summarize the contribution of disease-related common risk variants. Fifty-one psychiatric inpatients suffering from a major depressive episode underwent ECT. MD-PRS were calculated for these inpatients and a separate population-based sample (n = 3,547 healthy; n = 426 self-reported depression) based on summary statistics from the Psychiatric Genomics Consortium MDD-working group (Cases: n = 59,851; Controls: n = 113,154). MD-PRS explained a significant proportion of disease status between ECT patients and healthy controls (p = .022, R2 = 1.173%); patients showed higher MD-PRS. MD-PRS in population-based depression self-reporters were intermediate between ECT patients and controls (n.s.). Significant associations between MD-PRS and ECT response (50% reduction in Hamilton depression rating scale scores) were not observed. Our findings indicate that ECT cohorts show an increased genetic burden for MD and are consistent with the hypothesis that treatment-resistant MD patients represent a subgroup with an increased genetic risk for MD. Larger samples are needed to better substantiate these findings.
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- 2019
44. Genome-wide by environment interaction studies of depressive symptoms and psychosocial stress in UK Biobank and Generation Scotland
- Author
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Arnau-Soler, A, Macdonald-Dunlop, E, Adams, MJ, Clarke, T-K, MacIntyre, DJ, Milburn, K, Navrady, L, Hayward, C, McIntosh, AM, Thomson, PA, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Blackwood, DHR, Bryois, J, Buttenscon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Rawford, GEC, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, Macintyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, ASD, Sullivan, PF, Arnau-Soler, A, Macdonald-Dunlop, E, Adams, MJ, Clarke, T-K, MacIntyre, DJ, Milburn, K, Navrady, L, Hayward, C, McIntosh, AM, Thomson, PA, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Binder, EB, Blackwood, DHR, Bryois, J, Buttenscon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Rawford, GEC, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Foo, JC, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jones, I, Jones, LA, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, Macintyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, ASD, and Sullivan, PF
- Abstract
Stress is associated with poorer physical and mental health. To improve our understanding of this link, we performed genome-wide association studies (GWAS) of depressive symptoms and genome-wide by environment interaction studies (GWEIS) of depressive symptoms and stressful life events (SLE) in two UK population-based cohorts (Generation Scotland and UK Biobank). No SNP was individually significant in either GWAS, but gene-based tests identified six genes associated with depressive symptoms in UK Biobank (DCC, ACSS3, DRD2, STAG1, FOXP2 and KYNU; p < 2.77 × 10-6). Two SNPs with genome-wide significant GxE effects were identified by GWEIS in Generation Scotland: rs12789145 (53-kb downstream PIWIL4; p = 4.95 × 10-9; total SLE) and rs17070072 (intronic to ZCCHC2; p = 1.46 × 10-8; dependent SLE). A third locus upstream CYLC2 (rs12000047 and rs12005200, p < 2.00 × 10-8; dependent SLE) when the joint effect of the SNP main and GxE effects was considered. GWEIS gene-based tests identified: MTNR1B with GxE effect with dependent SLE in Generation Scotland; and PHF2 with the joint effect in UK Biobank (p < 2.77 × 10-6). Polygenic risk scores (PRSs) analyses incorporating GxE effects improved the prediction of depressive symptom scores, when using weights derived from either the UK Biobank GWAS of depressive symptoms (p = 0.01) or the PGC GWAS of major depressive disorder (p = 5.91 × 10-3). Using an independent sample, PRS derived using GWEIS GxE effects provided evidence of shared aetiologies between depressive symptoms and schizotypal personality, heart disease and COPD. Further such studies are required and may result in improved treatments for depression and other stress-related conditions.
- Published
- 2019
45. Integrated analysis of environmental and genetic influences on cord blood DNA methylation in new-borns
- Author
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Czamara, D, Eraslan, G, Page, CM, Lahti, J, Lahti-Pulkkinen, M, Hamalainen, E, Kajantie, E, Laivuori, H, Villa, PM, Reynolds, RM, Nystad, W, Haberg, SE, London, SJ, O'Donnell, KJ, Garg, E, Meaney, MJ, Entringer, S, Wadhwa, PD, Buss, C, Jones, MJ, Lin, DTS, MacIsaac, JL, Kobor, MS, Koen, N, Zar, HJ, Koenen, KC, Dalvie, S, Stein, DJ, Kondofersky, I, Mueller, NS, Theis, FJ, Raikkonen, K, Binder, EB, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, Sullivan, PF, Czamara, D, Eraslan, G, Page, CM, Lahti, J, Lahti-Pulkkinen, M, Hamalainen, E, Kajantie, E, Laivuori, H, Villa, PM, Reynolds, RM, Nystad, W, Haberg, SE, London, SJ, O'Donnell, KJ, Garg, E, Meaney, MJ, Entringer, S, Wadhwa, PD, Buss, C, Jones, MJ, Lin, DTS, MacIsaac, JL, Kobor, MS, Koen, N, Zar, HJ, Koenen, KC, Dalvie, S, Stein, DJ, Kondofersky, I, Mueller, NS, Theis, FJ, Raikkonen, K, Binder, EB, Wray, NR, Ripke, S, Mattheisen, M, Trzaskowski, M, Byrne, EM, Abdellaoui, A, Adams, MJ, Agerbo, E, Air, TM, Andlauer, TFM, Bacanu, S-A, Baekvad-Hansen, M, Beekman, ATF, Bigdeli, TB, Blackwood, DHR, Bryois, J, Buttenschon, HN, Bybjerg-Grauholm, J, Cai, N, Castelao, E, Christensen, JH, Clarke, T-K, Coleman, JR, Colodro-Conde, L, Couvy-Duchesne, B, Craddock, N, Crawford, GE, Davies, G, Deary, IJ, Degenhardt, F, Derks, EM, Direk, N, Dolan, C, Dunn, EC, Eley, TC, Escott-Price, V, Kiadeh, FFH, Finucane, HK, Forstner, AJ, Frank, J, Gaspar, HA, Gill, M, Goes, FS, Gordon, SD, Grove, J, Hall, LS, Hansen, CS, Hansen, TF, Herms, S, Hickie, IB, Hoffmann, P, Homuth, G, Horn, C, Hottenga, J-J, Hougaard, DM, Ising, M, Jansen, R, Jorgenson, E, Knowles, JA, Kohane, IS, Kraft, J, Kretzschmar, WW, Krogh, J, Kutalik, Z, Li, Y, Lind, PA, MacIntyre, DJ, MacKinnon, DF, Maier, RM, Maier, W, Marchini, J, Mbarek, H, McGrath, P, McGuffin, P, Medland, SE, Mehta, D, Middeldorp, CM, Mihailov, E, Milaneschi, Y, Milani, L, Mondimore, FM, Montgomery, GW, Mostafavi, S, Mullins, N, Nauck, M, Ng, B, Nivard, MG, Nyholt, DR, O'Reilly, PF, Oskarsson, H, Owen, MJ, Painter, JN, Pedersen, CB, Pedersen, MG, Peterson, RE, Pettersson, E, Peyrot, WJ, Pistis, G, Posthuma, D, Quiroz, JA, Qvist, P, Rice, JP, Riley, BP, Rivera, M, Mirza, SS, Schoevers, R, Schulte, EC, Shen, L, Shi, J, Shyn, S, Sigurdsson, E, Sinnamon, GCB, Smit, JH, Smith, DJ, Stefansson, H, Steinberg, S, Streit, F, Strohmaier, J, Tansey, KE, Teismann, H, Teumer, A, Thompson, W, Thomson, PA, Thorgeirsson, TE, Traylor, M, Treutlein, J, Trubetskoy, V, Uitterlinden, AG, Umbricht, D, Van der Auwera, S, van Hemert, AM, Viktorin, A, Visscher, PM, Wang, Y, Webb, BT, Weinsheimer, SM, Wellmann, J, Willemsen, G, Witt, SH, Wu, Y, Xi, HS, Yang, J, Zhang, F, Arolt, V, Baune, BT, Berger, K, Boomsma, D, Cichon, S, Dannlowski, U, de Geus, EJC, DePaulo, JR, Domenici, E, Domschke, K, Esko, T, Grabe, HJ, Hamilton, SP, Hayward, C, Heath, AC, Kendler, KS, Kloiber, S, Lewis, G, Li, QS, Lucae, S, Madden, PAF, Magnusson, PK, Martin, NG, McIntosh, AM, Metspalu, A, Mors, O, Mortensen, PB, Mueller-Myhsok, B, Nordentoft, M, Noethen, MM, O'Donovan, MC, Paciga, SA, Pedersen, NL, Penninx, BWJH, Perlis, RH, Porteous, DJ, Potash, JB, Preisig, M, Rietschel, M, Schaefer, C, Schulze, TG, Smoller, JW, Stefansson, K, Tiemeier, H, Uher, R, Voelzke, H, Weissman, MM, Werge, T, Lewis, CM, Levinson, DF, Breen, G, Borglum, AD, and Sullivan, PF
- Abstract
Epigenetic processes, including DNA methylation (DNAm), are among the mechanisms allowing integration of genetic and environmental factors to shape cellular function. While many studies have investigated either environmental or genetic contributions to DNAm, few have assessed their integrated effects. Here we examine the relative contributions of prenatal environmental factors and genotype on DNA methylation in neonatal blood at variably methylated regions (VMRs) in 4 independent cohorts (overall n = 2365). We use Akaike's information criterion to test which factors best explain variability of methylation in the cohort-specific VMRs: several prenatal environmental factors (E), genotypes in cis (G), or their additive (G + E) or interaction (GxE) effects. Genetic and environmental factors in combination best explain DNAm at the majority of VMRs. The CpGs best explained by either G, G + E or GxE are functionally distinct. The enrichment of genetic variants from GxE models in GWAS for complex disorders supports their importance for disease risk.
- Published
- 2019
46. New genetic signals for lung function highlight pathways and chronic obstructive pulmonary disease associations across multiple ancestries
- Author
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Shrine, N. (Nick), Guyatt, A. L. (Anna L.), Erzurumluoglu, A. M. (A. Mesut), Jackson, V. E. (Victoria E.), Hobbs, B. D. (Brian D.), Melbourne, C. A. (Carl A.), Batini, C. (Chiara), Fawcett, K. A. (Katherine A.), Song, K. (Kijoung), Sakornsakolpat, P. (Phuwanat), Li, X. (Xingnan), Boxall, R. (Ruth), Reeve, N. F. (Nicola F.), Obeidat, M. (Ma'en), Zhao, J. H. (Jing Hua), Wielscher, M. (Matthias), Weiss, S. (Stefan), Kentistou, K. A. (Katherine A.), Cook, J. P. (James P.), Sun, B. B. (Benjamin B.), Zhou, J. (Jian), Hui, J. (Jennie), Karrasch, S. (Stefan), Imboden, M. (Medea), Harris, S. E. (Sarah E.), Marten, J. (Jonathan), Enroth, S. (Stefan), Kerr, S. M. (Shona M.), Surakka, I. (Ida), Vitart, V. (Veronique), Lehtimäki, T. (Terho), Allen, R. J. (Richard J.), Bakke, P. S. (Per S.), Beaty, T. H. (Terri H.), Bleecker, E. R. (Eugene R.), Bosse, Y. (Yohan), Brandsma, C.-A. (Corry-Anke), Chen, Z. (Zhengming), Crapo, J. D. (James D.), Danesh, J. (John), DeMeo, D. L. (Dawn L.), Dudbridge, F. (Frank), Ewert, R. (Ralf), Gieger, C. (Christian), Gulsvik, A. (Amund), Hansell, A. L. (Anna L.), Hao, K. (Ke), Hoffman, J. D. (Joshua D.), Hokanson, J. E. (John E.), Homuth, G. (Georg), Joshi, P. K. (Peter K.), Joubert, P. (Philippe), Langenberg, C. (Claudia), Li, X. (Xuan), Li, L. (Liming), Lin, K. (Kuang), Lind, L. (Lars), Locantore, N. (Nicholas), Luan, J. (Jian'an), Mahajan, A. (Anubha), Maranville, J. C. (Joseph C.), Murray, A. (Alison), Nickle, D. C. (David C.), Packer, R. (Richard), Parker, M. M. (Margaret M.), Paynton, M. L. (Megan L.), Porteous, D. J. (David J.), Prokopenko, D. (Dmitry), Qiao, D. (Dandi), Rawal, R. (Rajesh), Runz, H. (Heiko), Sayers, I. (Ian), Sin, D. D. (Don D.), Smith, B. H. (Blair H.), Artigas, M. S. (Maria Soler), Sparrow, D. (David), Tal-Singer, R. (Ruth), Timmers, P. R. (Paul R. H. J.), Van den Berge, M. (Maarten), Whittaker, J. C. (John C.), Woodruff, P. G. (Prescott G.), Verges-Armstrong, L. M. (Laura M.), Troyanskaya, O. G. (Olga G.), Raitakari, O. T. (Olli T.), Kähönen, M. (Mika), Polasek, O. (Ozren), Gyllensten, U. (Ulf), Rudan, I. (Igor), Deary, I. J. (Ian J.), Probst-Hensch, N. M. (Nicole M.), Schulz, H. (Holger), James, A. L. (Alan L.), Wilson, J. F. (James F.), Stubbe, B. (Beate), Zeggini, E. (Eleftheria), Järvelin, M.-R. (Marjo-Riitta), Wareham, N. (Nick), Silverman, E. K. (Edwin K.), Hayward, C. (Caroline), Morris, A. P. (Andrew P.), Butterworth, A. S. (Adam S.), Scott, R. A. (Robert A.), Walters, R. G. (Robin G.), Meyers, D. A. (Deborah A.), Cho, M. H. (Michael H.), Strachan, D. P. (David P.), Hall, I. P. (Ian P.), Tobin, M. D. (Martin D.), Wain, L. V. (Louise, V), Shrine, N. (Nick), Guyatt, A. L. (Anna L.), Erzurumluoglu, A. M. (A. Mesut), Jackson, V. E. (Victoria E.), Hobbs, B. D. (Brian D.), Melbourne, C. A. (Carl A.), Batini, C. (Chiara), Fawcett, K. A. (Katherine A.), Song, K. (Kijoung), Sakornsakolpat, P. (Phuwanat), Li, X. (Xingnan), Boxall, R. (Ruth), Reeve, N. F. (Nicola F.), Obeidat, M. (Ma'en), Zhao, J. H. (Jing Hua), Wielscher, M. (Matthias), Weiss, S. (Stefan), Kentistou, K. A. (Katherine A.), Cook, J. P. (James P.), Sun, B. B. (Benjamin B.), Zhou, J. (Jian), Hui, J. (Jennie), Karrasch, S. (Stefan), Imboden, M. (Medea), Harris, S. E. (Sarah E.), Marten, J. (Jonathan), Enroth, S. (Stefan), Kerr, S. M. (Shona M.), Surakka, I. (Ida), Vitart, V. (Veronique), Lehtimäki, T. (Terho), Allen, R. J. (Richard J.), Bakke, P. S. (Per S.), Beaty, T. H. (Terri H.), Bleecker, E. R. (Eugene R.), Bosse, Y. (Yohan), Brandsma, C.-A. (Corry-Anke), Chen, Z. (Zhengming), Crapo, J. D. (James D.), Danesh, J. (John), DeMeo, D. L. (Dawn L.), Dudbridge, F. (Frank), Ewert, R. (Ralf), Gieger, C. (Christian), Gulsvik, A. (Amund), Hansell, A. L. (Anna L.), Hao, K. (Ke), Hoffman, J. D. (Joshua D.), Hokanson, J. E. (John E.), Homuth, G. (Georg), Joshi, P. K. (Peter K.), Joubert, P. (Philippe), Langenberg, C. (Claudia), Li, X. (Xuan), Li, L. (Liming), Lin, K. (Kuang), Lind, L. (Lars), Locantore, N. (Nicholas), Luan, J. (Jian'an), Mahajan, A. (Anubha), Maranville, J. C. (Joseph C.), Murray, A. (Alison), Nickle, D. C. (David C.), Packer, R. (Richard), Parker, M. M. (Margaret M.), Paynton, M. L. (Megan L.), Porteous, D. J. (David J.), Prokopenko, D. (Dmitry), Qiao, D. (Dandi), Rawal, R. (Rajesh), Runz, H. (Heiko), Sayers, I. (Ian), Sin, D. D. (Don D.), Smith, B. H. (Blair H.), Artigas, M. S. (Maria Soler), Sparrow, D. (David), Tal-Singer, R. (Ruth), Timmers, P. R. (Paul R. H. J.), Van den Berge, M. (Maarten), Whittaker, J. C. (John C.), Woodruff, P. G. (Prescott G.), Verges-Armstrong, L. M. (Laura M.), Troyanskaya, O. G. (Olga G.), Raitakari, O. T. (Olli T.), Kähönen, M. (Mika), Polasek, O. (Ozren), Gyllensten, U. (Ulf), Rudan, I. (Igor), Deary, I. J. (Ian J.), Probst-Hensch, N. M. (Nicole M.), Schulz, H. (Holger), James, A. L. (Alan L.), Wilson, J. F. (James F.), Stubbe, B. (Beate), Zeggini, E. (Eleftheria), Järvelin, M.-R. (Marjo-Riitta), Wareham, N. (Nick), Silverman, E. K. (Edwin K.), Hayward, C. (Caroline), Morris, A. P. (Andrew P.), Butterworth, A. S. (Adam S.), Scott, R. A. (Robert A.), Walters, R. G. (Robin G.), Meyers, D. A. (Deborah A.), Cho, M. H. (Michael H.), Strachan, D. P. (David P.), Hall, I. P. (Ian P.), Tobin, M. D. (Martin D.), and Wain, L. V. (Louise, V)
- Abstract
Reduced lung function predicts mortality and is key to the diagnosis of chronic obstructive pulmonary disease (COPD). In a genome-wide association study in 400,102 individuals of European ancestry, we define 279 lung function signals, 139 of which are new. In combination, these variants strongly predict COPD in independent populations. Furthermore, the combined effect of these variants showed generalizability across smokers and never smokers, and across ancestral groups. We highlight biological pathways, known and potential drug targets for COPD and, in phenome-wide association studies, autoimmune-related and other pleiotropic effects of lung function–associated variants. This new genetic evidence has potential to improve future preventive and therapeutic strategies for COPD.
- Published
- 2019
47. Genome-wide association study of 23,500 individuals identifies 7 loci associated with brain ventricular volume
- Author
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Vojinovic, D., Adams, H.H., Jian, X.Q., Yang, Q., Smith, A.V., Bis, J.C., Teumer, A., Scholz, M., Armstrong, N.J., Hofer, E., Saba, Y., Luciano, M., Bernard, M., Trompet, S., Yang, J.Y., Gillespie, N.A., Lee, S.J. van der, Neumann, A., Ahmad, S., Andreassen, O.A., Ames, D., Amin, N., Arfanakis, K., Bastin, M.E., Becker, D.M., Beiser, A.S., Beyer, F., Brodaty, H., Bryan, R.N., Bulow, R., Dale, A.M., Jager, P.L. de, Deary, I.J., DeCarli, C., Fleischman, D.A., Gottesman, R.F., Grond, J. van der, Gudnason, V., Harris, T.B., Homuth, G., Knopman, D.S., Kwok, J.B., Lewis, C.E., Li, S., Loeffler, M., Lopez, O.L., Maillard, P., Marroun, H. el, Mather, K.A., Mosley, T.H., Muetzel, R.L., Nauck, M., Nyquist, P.A., Panizzon, M.S., Pausova, Z., Psaty, B.M., Rice, K., Rotter, J.I., Royle, N., Satizabal, C.L., Schmidt, R., Schofield, P.R., Schreiner, P.J., Sidney, S., Stott, D.J., Thalamuthu, A., Uitterlinden, A.G., Hernandez, M.C.V., Vernooij, M.W., Wen, W., White, T., Witte, A.V., Wittfeld, K., Wright, M.J., Yanek, L.R., Tiemeier, H., Kremen, W.S., Bennett, D.A., Jukema, J.W., Paus, T., Wardlaw, J.M., Schmidt, H., Sachdev, P.S., Villringer, A., Grabe, H.J., Longstreth, W.T., Duijn, C.M. van, Launer, L.J., Seshadri, S., Ikram, M.A., and Fornage, M.
- Published
- 2018
48. Analysis of shared heritability in common disorders of the brain
- Author
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Anttila, V. Bulik-Sullivan, B. Finucane, H.K. Walters, R.K. Bras, J. Duncan, L. Escott-Price, V. Falcone, G.J. Gormley, P. Malik, R. Patsopoulos, N.A. Ripke, S. Wei, Z. Yu, D. Lee, P.H. Turley, P. Grenier-Boley, B. Chouraki, V. Kamatani, Y. Berr, C. Letenneur, L. Hannequin, D. Amouyel, P. Boland, A. Deleuze, J.-F. Duron, E. Vardarajan, B.N. Reitz, C. Goate, A.M. Huentelman, M.J. Ilyas Kamboh, M. Larson, E.B. Rogaeva, E. George-Hyslop, P.S. Hakonarson, H. Kukull, W.A. Farrer, L.A. Barnes, L.L. Beach, T.G. Yesim Demirci, F. Head, E. Hulette, C.M. Jicha, G.A. Kauwe, J.S.K. Kaye, J.A. Leverenz, J.B. Levey, A.I. Lieberman, A.P. Pankratz, V.S. Poon, W.W. Quinn, J.F. Saykin, A.J. Schneider, L.S. Smith, A.G. Sonnen, J.A. Stern, R.A. Van Deerlin, V.M. Van Eldik, L.J. Harold, D. Russo, G. Rubinsztein, D.C. Bayer, A. Tsolaki, M. Proitsi, P. Fox, N.C. Hampel, H. Owen, M.J. Mead, S. Passmore, P. Morgan, K. Nöthen, M.M. Rossor, M. Lupton, M.K. Hoffmann, P. Kornhuber, J. Lawlor, B. McQuillin, A. Al-Chalabi, A. Bis, J.C. Ruiz, A. Boada, M. Seshadri, S. Beiser, A. Rice, K. Van Der Lee, S.J. De Jager, P.L. Geschwind, D.H. Riemenschneider, M. Riedel-Heller, S. Rotter, J.I. Ransmayr, G. Hyman, B.T. Cruchaga, C. Alegret, M. Winsvold, B. Palta, P. Farh, K.-H. Cuenca-Leon, E. Furlotte, N. Kurth, T. Ligthart, L. Terwindt, G.M. Freilinger, T. Ran, C. Gordon, S.D. Borck, G. Adams, H.H.H. Lehtimäki, T. Wedenoja, J. Buring, J.E. Schürks, M. Hrafnsdottir, M. Hottenga, J.-J. Penninx, B. Artto, V. Kaunisto, M. Vepsäläinen, S. Martin, N.G. Montgomery, G.W. Kurki, M.I. Hämäläinen, E. Huang, H. Huang, J. Sandor, C. Webber, C. Muller-Myhsok, B. Schreiber, S. Salomaa, V. Loehrer, E. Göbel, H. Macaya, A. Pozo-Rosich, P. Hansen, T. Werge, T. Kaprio, J. Metspalu, A. Kubisch, C. Ferrari, M.D. Belin, A.C. Van Den Maagdenberg, A.M.J.M. Zwart, J.-A. Boomsma, D. Eriksson, N. Olesen, J. Chasman, D.I. Nyholt, D.R. Avbersek, A. Baum, L. Berkovic, S. Bradfield, J. Buono, R. Catarino, C.B. Cossette, P. De Jonghe, P. Depondt, C. Dlugos, D. Ferraro, T.N. French, J. Hjalgrim, H. Jamnadas-Khoda, J. Kälviäinen, R. Kunz, W.S. Lerche, H. Leu, C. Lindhout, D. Lo, W. Lowenstein, D. McCormack, M. Møller, R.S. Molloy, A. Ng, P.-W. Oliver, K. Privitera, M. Radtke, R. Ruppert, A.-K. Sander, T. Schachter, S. Schankin, C. Scheffer, I. Schoch, S. Sisodiya, S.M. Smith, P. Sperling, M. Striano, P. Surges, R. Neil Thomas, G. Visscher, F. Whelan, C.D. Zara, F. Heinzen, E.L. Marson, A. Becker, F. Stroink, H. Zimprich, F. Gasser, T. Gibbs, R. Heutink, P. Martinez, M. Morris, H.R. Sharma, M. Ryten, M. Mok, K.Y. Pulit, S. Bevan, S. Holliday, E. Attia, J. Battey, T. Boncoraglio, G. Thijs, V. Chen, W.-M. Mitchell, B. Rothwell, P. Sharma, P. Sudlow, C. Vicente, A. Markus, H. Kourkoulis, C. Pera, J. Raffeld, M. Silliman, S. Perica, V.B. Thornton, L.M. Huckins, L.M. William Rayner, N. Lewis, C.M. Gratacos, M. Rybakowski, F. Keski-Rahkonen, A. Raevuori, A. Hudson, J.I. Reichborn-Kjennerud, T. Monteleone, P. Karwautz, A. Mannik, K. Baker, J.H. O'Toole, J.K. Trace, S.E. Davis, O.S.P. Helder, S.G. Ehrlich, S. Herpertz-Dahlmann, B. Danner, U.N. Van Elburg, A.A. Clementi, M. Forzan, M. Docampo, E. Lissowska, J. Hauser, J. Tortorella, A. Maj, M. Gonidakis, F. Tziouvas, K. Papezova, H. Yilmaz, Z. Wagner, G. Cohen-Woods, S. Herms, S. Julia, A. Rabionet, R. Dick, D.M. Ripatti, S. Andreassen, O.A. Espeseth, T. Lundervold, A.J. Steen, V.M. Pinto, D. Scherer, S.W. Aschauer, H. Schosser, A. Alfredsson, L. Padyukov, L. Halmi, K.A. Mitchell, J. Strober, M. Bergen, A.W. Kaye, W. Szatkiewicz, J.P. Cormand, B. Ramos-Quiroga, J.A. Sánchez-Mora, C. Ribasés, M. Casas, M. Hervas, A. Arranz, M.J. Haavik, J. Zayats, T. Johansson, S. Williams, N. Dempfle, A. Rothenberger, A. Kuntsi, J. Oades, R.D. Banaschewski, T. Franke, B. Buitelaar, J.K. Vasquez, A.A. Doyle, A.E. Reif, A. Lesch, K.-P. Freitag, C. Rivero, O. Palmason, H. Romanos, M. Langley, K. Rietschel, M. Witt, S.H. Dalsgaard, S. Børglum, A.D. Waldman, I. Wilmot, B. Molly, N. Bau, C.H.D. Crosbie, J. Schachar, R. Loo, S.K. McGough, J.J. Grevet, E.H. Medland, S.E. Robinson, E. Weiss, L.A. Bacchelli, E. Bailey, A. Bal, V. Battaglia, A. Betancur, C. Bolton, P. Cantor, R. Celestino-Soper, P. Dawson, G. De Rubeis, S. Duque, F. Green, A. Klauck, S.M. Leboyer, M. Levitt, P. Maestrini, E. Mane, S. Moreno-De-Luca, D. Parr, J. Regan, R. Reichenberg, A. Sandin, S. Vorstman, J. Wassink, T. Wijsman, E. Cook, E. Santangelo, S. Delorme, R. Roge, B. Magalhaes, T. Arking, D. Schulze, T.G. Thompson, R.C. Strohmaier, J. Matthews, K. Melle, I. Morris, D. Blackwood, D. McIntosh, A. Bergen, S.E. Schalling, M. Jamain, S. Maaser, A. Fischer, S.B. Reinbold, C.S. Fullerton, J.M. Guzman-Parra, J. Mayoral, F. Schofield, P.R. Cichon, S. Mühleisen, T.W. Degenhardt, F. Schumacher, J. Bauer, M. Mitchell, P.B. Gershon, E.S. Rice, J. Potash, J.B. Zandi, P.P. Craddock, N. Nicol Ferrier, I. Alda, M. Rouleau, G.A. Turecki, G. Ophoff, R. Pato, C. Anjorin, A. Stahl, E. Leber, M. Czerski, P.M. Cruceanu, C. Jones, I.R. Posthuma, D. Andlauer, T.F.M. Forstner, A.J. Streit, F. Baune, B.T. Air, T. Sinnamon, G. Wray, N.R. MacIntyre, D.J. Porteous, D. Homuth, G. Rivera, M. Grove, J. Middeldorp, C.M. Hickie, I. Pergadia, M. Mehta, D. Smit, J.H. Jansen, R. De Geus, E. Dunn, E. Li, Q.S. Nauck, M. Schoevers, R.A. Beekman, A.T.F. Knowles, J.A. Viktorin, A. Arnold, P. Barr, C.L. Bedoya-Berrio, G. Joseph Bienvenu, O. Brentani, H. Burton, C. Camarena, B. Cappi, C. Cath, D. Cavallini, M. Cusi, D. Darrow, S. Denys, D. Derks, E.M. Dietrich, A. Fernandez, T. Figee, M. Freimer, N. Gerber, G. Grados, M. Greenberg, E. Hanna, G.L. Hartmann, A. Hirschtritt, M.E. Hoekstra, P.J. Huang, A. Huyser, C. Illmann, C. Jenike, M. Kuperman, S. Leventhal, B. Lochner, C. Lyon, G.J. Macciardi, F. Madruga-Garrido, M. Malaty, I.A. Maras, A. McGrath, L. Miguel, E.C. Mir, P. Nestadt, G. Nicolini, H. Okun, M.S. Pakstis, A. Paschou, P. Piacentini, J. Pittenger, C. Plessen, K. Ramensky, V. Ramos, E.M. Reus, V. Richter, M.A. Riddle, M.A. Robertson, M.M. Roessner, V. Rosário, M. Samuels, J.F. Sandor, P. Stein, D.J. Tsetsos, F. Van Nieuwerburgh, F. Weatherall, S. Wendland, J.R. Wolanczyk, T. Worbe, Y. Zai, G. Goes, F.S. McLaughlin, N. Nestadt, P.S. Grabe, H.-J. Depienne, C. Konkashbaev, A. Lanzagorta, N. Valencia-Duarte, A. Bramon, E. Buccola, N. Cahn, W. Cairns, M. Chong, S.A. Cohen, D. Crespo-Facorro, B. Crowley, J. Davidson, M. DeLisi, L. Dinan, T. Donohoe, G. Drapeau, E. Duan, J. Haan, L. Hougaard, D. Karachanak-Yankova, S. Khrunin, A. Klovins, J. Kučinskas, V. Keong, J.L.C. Limborska, S. Loughland, C. Lönnqvist, J. Maher, B. Mattheisen, M. McDonald, C. Murphy, K.C. Nenadic, I. Van Os, J. Pantelis, C. Pato, M. Petryshen, T. Quested, D. Roussos, P. Sanders, A.R. Schall, U. Schwab, S.G. Sim, K. So, H.-C. Stögmann, E. Subramaniam, M. Toncheva, D. Waddington, J. Walters, J. Weiser, M. Cheng, W. Cloninger, R. Curtis, D. Gejman, P.V. Henskens, F. Mattingsdal, M. Oh, S.-Y. Scott, R. Webb, B. Breen, G. Churchhouse, C. Bulik, C.M. Daly, M. Dichgans, M. Faraone, S.V. Guerreiro, R. Holmans, P. Kendler, K.S. Koeleman, B. Mathews, C.A. Price, A. Scharf, J. Sklar, P. Williams, J. Wood, N.W. Cotsapas, C. Palotie, A. Smoller, J.W. Sullivan, P. Rosand, J. Corvin, A. Neale, B.M. The Brainstorm Consortium
- Abstract
Disorders of the brain can exhibit considerable epidemiological comorbidity and often share symptoms, provoking debate about their etiologic overlap. We quantified the genetic sharing of 25 brain disorders from genome-wide association studies of 265,218 patients and 784,643 control participants and assessed their relationship to 17 phenotypes from 1,191,588 individuals. Psychiatric disorders share common variant risk, whereas neurological disorders appear more distinct from one another and from the psychiatric disorders. We also identified significant sharing between disorders and a number of brain phenotypes, including cognitive measures. Further, we conducted simulations to explore how statistical power, diagnostic misclassification, and phenotypic heterogeneity affect genetic correlations. These results highlight the importance of common genetic variation as a risk factor for brain disorders and the value of heritability-based methods in understanding their etiology. © 2018 American Association for the Advancement of Science. All rights reserved.
- Published
- 2018
49. Genome-wide association study identifies six new loci influencing pulse pressure and mean arterial pressure
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Wain, Louise V., Verwoert, Germaine C., O'Reilly, Paul F., Shi, Gang, Johnson, Toby, Johnson, Andrew D., Bochud, Murielle, Rice, Kenneth M., Henneman, Peter, Smith, Albert V., Ehret, Georg B., Amin, Najaf, Larson, Martin G., Mooser, Vincent, Hadley, David, Dörr, Marcus, Bis, Joshua C, Aspelund, Thor, Esko, Tõnu, Janssens, A Cecile J. W., Zhao, Jing Hua, Heath, Simon, Laan, Maris, Fu, Jingyuan, Pistis, Giorgio, Luan, Jian'An, Arora, Pankaj, Lucas, Gavin, Pirastu, Nicola, Pichler, Irene, Jackson, Anne U., Webster, Rebecca J., Zhang, Feng, Peden, John F., Schmidt, Helena, Tanaka, Toshiko, Campbell, Harry, Igl, Wilmar, Milaneschi, Yuri, Hottenga, Jouke-Jan, Vitart, Veronique, Chasman, Daniel I., Trompet, Stella, Bragg-Gresham, Jennifer L., Alizadeh, Behrooz Z., Chambers, John C., Guo, Xiuqing, Lehtimäki, Terho, Kühnel, Brigitte, Lopez, Lorna M., Polašek, Ozren, Boban, Mladen, Nelson, Christopher P., Morrison, Alanna C., Pihur, Vasyl, Ganesh, Santhi K., Hofman, Albert, Kundu, Suman, Mattace-Raso, Francesco U. S., Rivadeneira, Fernando, Sijbrands, Eric J. G., Uitterlinden, Andre G., Hwang, Shih-Jen, Vasan, Ramachandran S., Wang, Thomas J., Bergmann, Sven, Vollenweider, Peter, Waeber, Gérard, Laitinen, Jaana, Pouta, Anneli, Zitting, Paavo, McArdle, Wendy L., Kroemer, Heyo K., Völker, Uwe, Völzke, Henry, Glazer, Nicole L., Taylor, Kent D., Harris, Tamara B., Alavere, Helene, Haller, Toomas, Keis, Aime, Tammesoo, Mari-Liis, Aulchenko, Yurii, Barroso, In S., Khaw, Kay-Tee, Galan, Pilar, Hercberg, Serge, Lathrop, Mark, Eyheramendy, Susana, Org, Elin, Sõber, Siim, Lu, Xiaowen, Nolte, Ilja M., Penninx, Brenda W., Corre, Tanguy, Masciullo, Corrado, Sala, Cinzia, Groop, Leif, Voight, Benjamin F, Melander, Olle, O'Donnell, Christopher J, Salomaa, Veikko, D'Adamo, Adamo Pio, Fabretto, Antonella, Faletra, Flavio, Ulivi, Sheila, Del Greco M, Fabiola, Facheris, Maurizio, Collins, Francis S., Bergman, Richard N., Beilby, John P., Hung, Joseph, Musk, A William, Mangino, Massimo, Shin, So-Youn, Soranzo, Nicole, Watkins, Hugh, Goel, Anuj, Hamsten, Anders, Gider, Pierre, Loitfelder, Marisa, Zeginigg, Marion, Hernandez, Dena, Najjar, Samer S., Navarro, Pau, Wild, Sarah H., Corsi, Anna Maria, Singleton, Andrew, De Geus, Eco J. C., Willemsen, Gonneke, Parker, Alex N., Rose, Lynda M., Buckley, Brendan, Stott, David, Orru, Marco, Uda, Manuela, Van Der Klauw, Melanie M., Zhang, Weihua, Li, Xinzhong, Scott, James, Chen, Yii-Der Ida, Burke, Gregory L, Kähönen, Mika, Viikari, Jorma, Döring, Angela, Meitinger, Thomas, Davies, Gail, Starr, John M., Emilsson, Valur, Plump, Andrew, Lindeman, Jan H., Hoen, Peter A. C. T., König, Inke R., Felix, Janine F., Clarke, Robert, Hopewell, Jemma C., Ongen, Halit, Breteler, Monique, Debette, Stéphanie, Destefano, Anita L., Fornage, Myriam, Mitchell, Gary F., Smith, Nicholas L., Holm, Hilma, Stefansson, Kari, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Samani, Nilesh J., Preuss, Michael, Rudan, Igor, Hayward, Caroline, Deary, Ian J., Wichmann, H-Erich, Raitakari, Olli T., Palmas, Walter, Kooner, Jaspal S., Stolk, Ronald P., Jukema, J Wouter, Wright, Alan F., Boomsma, Dorret I., Bandinelli, Stefania, Gyllensten, Ulf B., Wilson, James F., Ferrucci, Luigi, Schmidt, Reinhold, Farrall, Martin, Spector, Tim D., Palmer, Lyle J., Tuomilehto, Jaakko, Pfeufer, Arne, Gasparini, Paolo, Siscovick, David, Altshuler, David, Loos, Ruth J. F., Toniolo, Daniela, Snieder, Harold, Gieger, Christian, Meneton, Pierre, Wareham, Nicholas J., Oostra, Ben A., Metspalu, Andres, Launer, Lenore, Rettig, Rainer, Strachan, David P., Beckmann, Jacques S., Witteman, Jacqueline C. M., Erdmann, Jeanette, Van Dijk, Ko Willems, Boerwinkle, Eric, Boehnke, Michael, Ridker, Paul M., Jarvelin, Marjo-Riitta, Chakravarti, Aravinda, Abecasis, Goncalo R., Gudnason, Vilmundur, Newton-Cheh, Christopher, Levy, Daniel, Munroe, Patricia B., Psaty, Bruce M., Caulfield, Mark J., Rao, Dabeeru C., Tobin, Martin D., Elliott, Paul, Van Duijn, Cornelia M. McEniery CM, Wilkinson IB, Cockcroft JR, O'Shaughnessy KM, Newhouse SJ, Yasmin, Smith AV, Eiriksdottir G, Launer LJ, Sigurdsson S, Aspelund T, Gudnason V, De Bacquer D, Rietzschel ER, De Backer GG, Van Bortel L, De Buyzere ML, Segers P, Bekaert S, Gillebert TC, De Meyer T, Ferrucci L, Tanaka T, Johnson AD, Levy D, Benjamin EJ, Mitchell GF, Vita JA, Larson MG, Hamburg NM, Vasan RS, Isaacs A, Schut AF, Oostra BA, van Duijn CM, van Rijn MJ, Sie MP, Newman AB, Herrington DM, Andrews JS, Ding J, Sutton-Tyrrell KC, Harris TB, Howard TD, Liu Y, Parsa A, Shuldiner AR, McArdle PF, Gibson Q, Post WS, Dehghan A, Hofman A, Uitterlinden AG, Sijbrands EJ, Rivadeneira F, Mattace-Raso FU, Verwoert GC, Witteman JC, Scuteri A, Lakatta EG, Jewell E, Abecasis GR, Tarasov KV, Uda M, Najjar SS, Sanna S, Attwood T, Belz S, Braund P, Cambien F, Cooper J, Crisp-Hihn A, Deloukas P, Foad N, Eardman J, Goodall AH, Gracey J, Gray E, Gulde S, Gwilliams R, Heimerl S, Hengstenberg C, Jolley J, Krishnan U, Linsel-Nitschke P, Lloyd-Jones H, Lugauer I, Lundmark P, Maouche S, Moore JS, Muir D, Murray E, Nelson CP, Neudert J, Niblett D, O'Leary K, Ouwehand WH, Pollard H, Rankin A, Rice CM, Sager H, Samani NJ, Sambrook J, Schmitz G, Scholz M, Schroeder L, Schunkert H, Syvannen AC, Wallace C, Kathiresan S, Reilly MP, Erdmann J, Assimes TL, Boerwinkle E, Hall A, König IR, Laaksonen R, McPherson R, Thompson JR, Thorsteinsdottir U, Ziegler A, Absher D, Chen L, Cupples LA, Halperin E, Li M, Musunuru K, Preuss M, Schillert A, Thorleifsson G, Voight BF, Wells GA, Assime TL, Holm H, Roberts R, Stewart AF, Fortmann S, Go A, Hlatky M, Iribarren C, Knowles J, Myers R, Quertermous T, Sidney S, Risch N, Tang H, Blankenberg S, Zeller T, Wild P, Schnabel R, Sinning C, Lackner K, Tiret L, Nicaud V, Bickel C, Rupprecht HJ, Perret C, Proust C, Münzel T, Barbalic M, Bis J, Chen IY, Cupples L, Demissie-Banjaw S, Folsom A, Glazer N, Harris T, Heckbert S, Lumley T, Marciante K, Morrison A, O' Donnell CJ, Psaty BM, Rice K, Rotter JI, Siscovick DS, Smith N, Smith A, Taylor KD, van Duijn C, Volcik K, Whitteman J, Ramachandran V, Uitterlinden A, Gretarsdottir S, Gulcher JR, Kong A, Stefansson K, Thorgeirsson G, Andersen K, Fischer M, Grosshennig A, Lieb W, Stark K, Schreiber S, Wichmann HE, Aherrahrou Z, Bruse P, Doering A, Illig T, Klopp N, Loley C, Medack A, Meisinger C, Meitinger T, Nahrstedt J, Peters A, Wagner AK, Willenborg C, Böhm BO, Dobnig H, Grammer TB, Hoffmann MM, Kleber M, März W, Meinitzer A, Winkelmann BR, Pilz S, Renner W, Scharnagl H, Stojakovic T, Tomaschitz A, Winkler K, Guiducci C, Burtt N, Gabriel SB, O'Donnell CJ, Elosua R, Peltonen L, Salomaa V, Schwartz SM, Melander O, Altshuler D, Dandona S, Jarinova O, Qu L, Wilensky R, Matthai W, Hakonarson HH, Devaney J, Burnett MS, Pichard AD, Kent KM, Satler L, Lindsay JM, Waksman R, Knouff CW, Waterworth DM, Walker MC, Mooser V, Epstein SE, Rader DJ, Braund PS, Wright BJ, Balmforth AJ, Ball SG, Hall AS, Smith NL, Felix JF, Morrison AC, Demissie S, Glazer NL, Loehr LR, Rosamond WD, Bis JC, Folsom AR, Benjamin E, Aulchenko YS, Haritunians T, Couper D, Murabito J, Yang YA, Stricker BH, Gottdiener JS, Chang PP, Wang TJ, Rice KM, Heckbert SR, Fox ER, Willerson JT, Köttgen A, Pattaro C, Böger CA, Fuchsberger C, Olden M, Gao X, Yang Q, O'Connell JR, Schmidt H, Ketkar S, Hwang SJ, Teumer A, Paré G, Atkinson EJ, Lohman K, Cornelis MC, Probst-Hensch NM, Kronenberg F, Tönjes A, Hayward C, Rampersaud E, Mitchell BD, Arking DE, Struchalin M, Cavalieri M, Singleton A, Giallauria F, Metter J, de Boer IH, Siscovick D, Zillikens MC, Feitosa M, Province M, de Andrade M, Turner ST, Wild PS, Schnabel RB, Wilde S, Munzel TF, Leak TS, Koenig W, Zgaga L, Zemunik T, Kolcic I, Minelli C, Hu FB, Johansson A, Igl W, Zaboli G, Wild SH, Wright AF, Campbell H, Ellinghaus D, Imboden M, Nitsch D, Brandstätter A, Kollerits B, Kedenko L, Mägi R, Stumvoll M, Kovacs P, Boban M, Campbell S, Endlich K, Völzke H, Kroemer HK, Nauck M, Völker U, Polasek O, Vitart V, Badola S, Parker AN, Ridker PM, Kardia SL, Curhan GC, Franke A, Rochat T, Paulweber B, Prokopenko I, Wang W, Coresh J, Schmidt R, Shlipak MG, Borecki I, Krämer BK, Rudan I, Gyllensten U, Wilson JF, Pramstaller PP, Rettig R, Hastie N, Chasman DI, Kao WH, Heid IM, Fox CS, Felix SB, Watzinger N, Homuth G, Aragam J, Dörr M, Zweiker R, Lind L, Rodeheffer RJ, Greiser KH, Deckers JW, Stritzke J, Lackner KJ, Ingelsson E, Kullo I, Haerting J, Reffelmann T, Redfield MM, Werdan K, Arnett DK, Blettner M, Friedrich N, Chambers JC, Zhang W, Lord GM, van der Harst P, Lawlor DA, Sehmi JS, Gale DP, Wass MN, Ahmadi KR, Bakker SJ, Beckmann J, Bilo HJ, Bochud M, Brown MJ, Caulfield MJ, Connell JM, Cook HT, Cotlarciuc I, Davey Smith G, de Silva R, Deng G, Devuyst O, Dikkeschei LD, Dimkovic N, Dockrell M, Dominiczak A, Ebrahim S, Eggermann T, Farrall M, Floege J, Forouhi NG, Gansevoort RT, Han X, Hedblad B, Homan van der Heide JJ, Hepkema BG, Hernandez-Fuentes M, Hypponen E, Johnson T, de Jong PE, Kleefstra N, Lagou V, Lapsley M, Li Y, Loos RJ, Luan J, Luttropp K, Maréchal C, Munroe PB, Nordfors L, Penninx BW, Perucha E, Pouta A, Roderick PJ, Ruokonen A, Schalling M, Schlessinger D, Schlieper G, Seelen MA, Sjögren M, Smit JH, Snieder H, Soranzo N, Spector TD, Stenvinkel P, Sternberg MJ, Swaminathan R, Ubink-Veltmaat LJ, Vollenweider P, Waterworth D, Zerres K, Waeber G, Wareham NJ, Maxwell PH, McCarthy MI, Jarvelin MR, Lightstone L, Scott J, Navis G, Elliott P, Kooner JS., Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Life Course Epidemiology (LCE), Lifestyle Medicine (LM), Center for Liver, Digestive and Metabolic Diseases (CLDM), University of Leicester, Department of Genetics [Leicester], Erasmus University Rotterdam, Netherlands Genomics Initiative, Department of Epidemiology and Biostatistics, School of Public Health, Zahedan University of Medical Sciences, Washington University in Saint Louis (WUSTL), Queen Mary University of London (QMUL), National Heart, Lung and Blood Institute, Partenaires INRAE, Centre Hospitalier Universitaire Vaudois (CHUV), Université de Lausanne = University of Lausanne (UNIL), Department of Biostatistics [Oslo], Institute of Basic Medical Sciences [Oslo], Faculty of Medicine [Oslo], University of Oslo (UiO)-University of Oslo (UiO)-Faculty of Medicine [Oslo], University of Oslo (UiO)-University of Oslo (UiO), Leiden University Medical Center (LUMC), Universiteit Leiden, Icelandic Heart Association, Heart Preventive Clinic and Research Institute, University of Iceland [Reykjavik], Johns Hopkins University, School of Medicine, Hôpitaux Universitaires de Genève (HUG), Department of Epidemiology, The Netherlands Cancer Institute, Department of Mathematics, Boston University [Boston] (BU), GlaxoSmithKline, Division of Community Health Sciences, St. George's, University of South Florida [Tampa] (USF), Universität Greifswald - University of Greifswald, University of Washington [Seattle], University of Tartu, Institute of Molecular and Cell Biology, Medical Research Council, Institut de Génomique, Centre National de Génotypage, Commissariat à l'énergie atomique et aux énergies alternatives (CEA), University Medical Center Groningen, Department of Genetics, University Medical Center Groningen [Groningen] (UMCG), Universita Vita Salute San Raffaele = Vita-Salute San Raffaele University [Milan, Italie] (UniSR), Massachusetts General Hospital [Boston], Centro de Regulación Genómica (CRG), Universitat Pompeu Fabra [Barcelona] (UPF), Università degli studi di Trieste = University of Trieste, Universität zu Lübeck = University of Lübeck [Lübeck], Department of Biostatistics, University of Michigan [Ann Arbor], University of Michigan System-University of Michigan System, The University of Western Australia (UWA), Department of Twin Research and Genetic Epidemiology, King's College London, London, University of Oxford, Medical University Graz, National Institute on Aging, Centre for population Health Sciences, University of Edinburgh, Uppsala University, Vrije Universiteit Amsterdam [Amsterdam] (VU), Western General Hospital, Harvard Medical School [Boston] (HMS), Brigham and Women's Hospital [Boston], University of Michigan System, University of Groningen, Ealing Hospital, School of Public Health - Department of Epidemiology and Biostatistics, Imperial College London, Medical Genetics Institute, Cedars-Sinai Medical Center, University of Tampere, German Research Center for Environmental Health - Helmholtz Center München (GmbH), Centre for Cognitive Ageing and Cognitive Epidemiology, Department of Psychology, University of Split, The University of Texas Health Science Center at Houston (UTHealth), Johns Hopkins University (JHU), Netherlands Consortium for Healthy Aging [Leiden, Netherlands] (NCHA), National Heart, Lung, and Blood Institute [Bethesda] (NHLBI), Swiss Institute of Bioinformatics [Lausanne] (SIB), Finnish Institute of Occupational Health, National Institute of Health and Welfare, University of Oulu, Lapland Central Hospital, University of Bristol [Bristol], Institute for Community Medicine, Unité de Recherche en Epidémiologie Nutritionnelle (UREN), Université Paris 13 (UP13)-Institut National de la Recherche Agronomique (INRA)-Conservatoire National des Arts et Métiers [CNAM] (CNAM), HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM), US National Institutes of Health, National Heart, Lung, and Blood Institute, European, Epidemiology, Internal Medicine, Public Health, Clinical Genetics, Université de Lausanne (UNIL), LeidenUniversity Medical Centre, University of Iceland, Università degli studi di Trieste, Universität zu Lübeck [Lübeck], University of Western Australia, University of Oxford [Oxford], VU University Amsterdam, Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Sorbonne Paris Cité (USPC)-Université Paris 13 (UP13)-Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Institut National de la Recherche Agronomique (INRA), Vrije universiteit = Free university of Amsterdam [Amsterdam] (VU), Human genetics, Psychiatry, EMGO - Mental health, NCA - Anxiety & Depression, Epidemiology and Data Science, Medical Research Council (MRC), Louise V., Wain, Germaine C., Verwoert, Paul F., O'Reilly, Gang, Shi, Toby, Johnson, Andrew D., Johnson, Murielle, Bochud, Kenneth M., Rice, Peter, Henneman, Albert V., Smith, Georg B., Ehret, Najaf, Amin, Martin G., Larson, Vincent, Mooser, David, Hadley, Marcus, Dörr, Joshua C., Bi, Thor, Aspelund, Tõnu, Esko, A. Cecile J. W., Janssen, Jing Hua, Zhao, Simon, Heath, Maris, Laan, Jingyuan, Fu, Giorgio, Pisti, Jian'An, Luan, Pankaj, Arora, Gavin, Luca, Pirastu, Nicola, Irene, Pichler, Anne U., Jackson, Rebecca J., Webster, Feng, Zhang, John F., Peden, Helena, Schmidt, Toshiko, Tanaka, Harry, Campbell, Wilmar, Igl, Yuri, Milaneschi, Jouke Jan, Hottenga, Veronique, Vitart, Daniel I., Chasman, Stella, Trompet, Jennifer L., Bragg Gresham, Behrooz Z., Alizadeh, John C., Chamber, Xiuqing, Guo, Terho, Lehtimäki, Brigitte, Kühnel, Lorna M., Lopez, Ozren, Polašek, Mladen, Boban, Christopher P., Nelson, Alanna C., Morrison, Vasyl, Pihur, Santhi K., Ganesh, Albert, Hofman, Suman, Kundu, Francesco U. S., Mattace Raso, Fernando, Rivadeneira, Eric J. G., Sijbrand, Andre G., Uitterlinden, Shih Jen, Hwang, Ramachandran S., Vasan, Thomas J., Wang, Sven, Bergmann, Peter, Vollenweider, Gérard, Waeber, Jaana, Laitinen, Anneli, Pouta, Paavo, Zitting, Wendy L., Mcardle, Heyo K., Kroemer, Uwe, Völker, Henry, Völzke, Nicole L., Glazer, Kent D., Taylor, Tamara B., Harri, Helene, Alavere, Toomas, Haller, Aime, Kei, Mari Liis, Tammesoo, Yurii, Aulchenko, Inês, Barroso, Kay Tee, Khaw, Pilar, Galan, Serge, Hercberg, Mark, Lathrop, Susana, Eyheramendy, Elin, Org, Siim, Sõber, Xiaowen, Lu, Ilja M., Nolte, Brenda W., Penninx, Tanguy, Corre, Corrado, Masciullo, Cinzia, Sala, Leif, Groop, Benjamin F., Voight, Olle, Melander, Christopher J., O'Donnell, Veikko, Salomaa, D'Adamo, ADAMO PIO, Antonella, Fabretto, Flavio, Faletra, Sheila, Ulivi, Fabiola Del Greco, M, Maurizio, Facheri, Francis S., Collin, Richard N., Bergman, John P., Beilby, Joseph, Hung, A., William Musk, Massimo, Mangino, So Youn, Shin, Nicole, Soranzo, Hugh, Watkin, Anuj, Goel, Anders, Hamsten, Pierre, Gider, Marisa, Loitfelder, Marion, Zeginigg, Dena, Hernandez, Samer S., Najjar, Pau, Navarro, Sarah H., Wild, Anna Maria, Corsi, Andrew, Singleton, Eco J. C., de Geu, Gonneke, Willemsen, Alex N., Parker, Lynda M., Rose, Brendan, Buckley, David, Stott, Marco, Orru, Manuela, Uda, Melanie M., van der Klauw, Weihua, Zhang, Xinzhong, Li, James, Scott, Yii Der Ida, Chen, Gregory L., Burke, Mika, Kähönen, Jorma, Viikari, Angela, Döring, Thomas, Meitinger, Gail, Davie, John M., Starr, Valur, Emilsson, Andrew, Plump, Jan H., Lindeman, Peter A. C., 't Hoen, Inke R., König, Janine F., Felix, Robert, Clarke, Jemma C., Hopewell, Halit, Ongen, Monique, Breteler, Stéphanie, Debette, Anita L., Destefano, Myriam, Fornage, Gary F., Mitchell, Nicholas L., Smith, Hilma, Holm, Kari, Stefansson, Gudmar, Thorleifsson, Unnur, Thorsteinsdottir, Nilesh J., Samani, Michael, Preu, Igor, Rudan, Caroline, Hayward, Ian J., Deary, H., Erich Wichmann, Olli T., Raitakari, Walter, Palma, Jaspal S., Kooner, Ronald P., Stolk, J., Wouter Jukema, Alan F., Wright, Dorret I., Boomsma, Stefania, Bandinelli, Ulf B., Gyllensten, James F., Wilson, Luigi, Ferrucci, Reinhold, Schmidt, Martin, Farrall, Tim D., Spector, Lyle J., Palmer, Jaakko, Tuomilehto, Arne, Pfeufer, Gasparini, Paolo, David, Siscovick, David, Altshuler, Ruth J. F., Loo, Daniela, Toniolo, Harold, Snieder, Christian, Gieger, Pierre, Meneton, Nicholas J., Wareham, Ben A., Oostra, Andres, Metspalu, Lenore, Launer, Rainer, Rettig, David P., Strachan, Jacques S., Beckmann, Jacqueline C. M., Witteman, Jeanette, Erdmann, Ko Willems van, Dijk, Eric, Boerwinkle, Michael, Boehnke, Paul M., Ridker, Marjo Riitta, Jarvelin, Aravinda, Chakravarti, Goncalo R., Abecasi, Vilmundur, Gudnason, Christopher Newton, Cheh, Daniel, Levy, Patricia B., Munroe, Bruce M., Psaty, Mark J., Caulfield, Dabeeru C., Rao, Martin D., Tobin, Paul, Elliott, Cornelia M., van Duijn, Biological Psychology, Neuroscience Campus Amsterdam - Anxiety & Depression, EMGO+ - Mental Health, Wain, Louise V., Verwoert, Germaine C., O'Reilly, Paul F., Shi, Gang, Johnson, Toby, Johnson, Andrew D., Bochud, Murielle, Rice, Kenneth M., Henneman, Peter, Smith, Albert V., Ehret, Georg B., Amin, Najaf, Larson, Martin G., Mooser, Vincent, Hadley, David, Dörr, Marcu, Bis, Joshua C, Aspelund, Thor, Esko, Tõnu, Janssens, A Cecile J. W., Zhao, Jing Hua, Heath, Simon, Laan, Mari, Fu, Jingyuan, Pistis, Giorgio, Luan, Jian'An, Arora, Pankaj, Lucas, Gavin, Pichler, Irene, Jackson, Anne U., Webster, Rebecca J., Zhang, Feng, Peden, John F., Schmidt, Helena, Tanaka, Toshiko, Campbell, Harry, Igl, Wilmar, Milaneschi, Yuri, Hottenga, Jouke-Jan, Vitart, Veronique, Chasman, Daniel I., Trompet, Stella, Bragg-Gresham, Jennifer L., Alizadeh, Behrooz Z., Chambers, John C., Guo, Xiuqing, Lehtimäki, Terho, Kühnel, Brigitte, Lopez, Lorna M., Polašek, Ozren, Boban, Mladen, Nelson, Christopher P., Morrison, Alanna C., Pihur, Vasyl, Ganesh, Santhi K., Hofman, Albert, Kundu, Suman, Mattace-Raso, Francesco U. S., Rivadeneira, Fernando, Sijbrands, Eric J. G., Uitterlinden, Andre G., Hwang, Shih-Jen, Vasan, Ramachandran S., Wang, Thomas J., Bergmann, Sven, Vollenweider, Peter, Waeber, Gérard, Laitinen, Jaana, Pouta, Anneli, Zitting, Paavo, Mcardle, Wendy L., Kroemer, Heyo K., Völker, Uwe, Völzke, Henry, Glazer, Nicole L., Taylor, Kent D., Harris, Tamara B., Alavere, Helene, Haller, Tooma, Keis, Aime, Tammesoo, Mari-Lii, Aulchenko, Yurii, Barroso, In S., Khaw, Kay-Tee, Galan, Pilar, Hercberg, Serge, Lathrop, Mark, Eyheramendy, Susana, Org, Elin, Sõber, Siim, Lu, Xiaowen, Nolte, Ilja M., Penninx, Brenda W., Corre, Tanguy, Masciullo, Corrado, Sala, Cinzia, Groop, Leif, Voight, Benjamin F, Melander, Olle, O'Donnell, Christopher J, Salomaa, Veikko, D'Adamo, Adamo Pio, Fabretto, Antonella, Faletra, Flavio, Ulivi, Sheila, Del Greco M, Fabiola, Facheris, Maurizio, Collins, Francis S., Bergman, Richard N., Beilby, John P., Hung, Joseph, Musk, A William, Mangino, Massimo, Shin, So-Youn, Soranzo, Nicole, Watkins, Hugh, Goel, Anuj, Hamsten, Ander, Gider, Pierre, Loitfelder, Marisa, Zeginigg, Marion, Hernandez, Dena, Najjar, Samer S., Navarro, Pau, Wild, Sarah H., Corsi, Anna Maria, Singleton, Andrew, De Geus, Eco J. C., Willemsen, Gonneke, Parker, Alex N., Rose, Lynda M., Buckley, Brendan, Stott, David, Orru, Marco, Uda, Manuela, Van Der Klauw, Melanie M., Zhang, Weihua, Li, Xinzhong, Scott, Jame, Chen, Yii-Der Ida, Burke, Gregory L, Kähönen, Mika, Viikari, Jorma, Döring, Angela, Meitinger, Thoma, Davies, Gail, Starr, John M., Emilsson, Valur, Plump, Andrew, Lindeman, Jan H., Hoen, Peter A. C. T., König, Inke R., Felix, Janine F., Clarke, Robert, Hopewell, Jemma C., Ongen, Halit, Breteler, Monique, Debette, Stéphanie, Destefano, Anita L., Fornage, Myriam, Mitchell, Gary F., Smith, Nicholas L., Holm, Hilma, Stefansson, Kari, Thorleifsson, Gudmar, Thorsteinsdottir, Unnur, Samani, Nilesh J., Preuss, Michael, Rudan, Igor, Hayward, Caroline, Deary, Ian J., Wichmann, H-Erich, Raitakari, Olli T., Palmas, Walter, Kooner, Jaspal S., Stolk, Ronald P., Jukema, J Wouter, Wright, Alan F., Boomsma, Dorret I., Bandinelli, Stefania, Gyllensten, Ulf B., Wilson, James F., Ferrucci, Luigi, Schmidt, Reinhold, Farrall, Martin, Spector, Tim D., Palmer, Lyle J., Tuomilehto, Jaakko, Pfeufer, Arne, Siscovick, David, Altshuler, David, Loos, Ruth J. F., Toniolo, Daniela, Snieder, Harold, Gieger, Christian, Meneton, Pierre, Wareham, Nicholas J., Oostra, Ben A., Metspalu, Andre, Launer, Lenore, Rettig, Rainer, Strachan, David P., Beckmann, Jacques S., Witteman, Jacqueline C. M., Erdmann, Jeanette, Van Dijk, Ko Willem, Boerwinkle, Eric, Boehnke, Michael, Ridker, Paul M., Jarvelin, Marjo-Riitta, Chakravarti, Aravinda, Abecasis, Goncalo R., Gudnason, Vilmundur, Newton-Cheh, Christopher, Levy, Daniel, Munroe, Patricia B., Psaty, Bruce M., Caulfield, Mark J., Rao, Dabeeru C., Tobin, Martin D., Elliott, Paul, Van, Duijn, Cornelia M., McEniery CM, Wilkinson, Ib, Cockcroft, Jr, O'Shaughnessy, Km, Newhouse, Sj, Yasmin, Smith, Av, Eiriksdottir, G, Launer, Lj, Sigurdsson, S, Aspelund, T, Gudnason, V, De Bacquer, D, Rietzschel, Er, De Backer, Gg, Van Bortel, L, De Buyzere, Ml, Segers, P, Bekaert, S, Gillebert, Tc, De Meyer, T, Ferrucci, L, Tanaka, T, Johnson, Ad, Levy, D, Benjamin, Ej, Mitchell, Gf, Vita, Ja, Larson, Mg, Hamburg, Nm, Vasan, R, Isaacs, A, Schut, Af, Oostra, Ba, van Duijn, Cm, van Rijn, Mj, Sie, Mp, Newman, Ab, Herrington, Dm, Andrews, J, Ding, J, Sutton-Tyrrell, Kc, Harris, Tb, Howard, Td, Liu, Y, Parsa, A, Shuldiner, Ar, Mcardle, Pf, Gibson, Q, Post, W, Dehghan, A, Hofman, A, Uitterlinden, Ag, Sijbrands, Ej, Rivadeneira, F, Mattace-Raso, Fu, Verwoert, Gc, Witteman, Jc, Scuteri, A, Lakatta, Eg, Jewell, E, Abecasis, Gr, Tarasov, Kv, Uda, M, Najjar, S, Sanna, S, Attwood, T, Belz, S, Braund, P, Cambien, F, Cooper, J, Crisp-Hihn, A, Deloukas, P, Foad, N, Eardman, J, Goodall, Ah, Gracey, J, Gray, E, Gulde, S, Gwilliams, R, Heimerl, S, Hengstenberg, C, Jolley, J, Krishnan, U, Linsel-Nitschke, P, Lloyd-Jones, H, Lugauer, I, Lundmark, P, Maouche, S, Moore, J, Muir, D, Murray, E, Nelson, Cp, Neudert, J, Niblett, D, O'Leary, K, Ouwehand, Wh, Pollard, H, Rankin, A, Rice, Cm, Sager, H, Samani, Nj, Sambrook, J, Schmitz, G, Scholz, M, Schroeder, L, Schunkert, H, Syvannen, Ac, Wallace, C, Kathiresan, S, Reilly, Mp, Erdmann, J, Assimes, Tl, Boerwinkle, E, Hall, A, König, Ir, Laaksonen, R, Mcpherson, R, Thompson, Jr, Thorsteinsdottir, U, Ziegler, A, Absher, D, Chen, L, Cupples, La, Halperin, E, Li, M, Musunuru, K, Preuss, M, Schillert, A, Thorleifsson, G, Voight, Bf, Wells, Ga, Assime, Tl, Holm, H, Roberts, R, Stewart, Af, Fortmann, S, Go, A, Hlatky, M, Iribarren, C, Knowles, J, Myers, R, Quertermous, T, Sidney, S, Risch, N, Tang, H, Blankenberg, S, Zeller, T, Wild, P, Schnabel, R, Sinning, C, Lackner, K, Tiret, L, Nicaud, V, Bickel, C, Rupprecht, Hj, Perret, C, Proust, C, Münzel, T, Barbalic, M, Bis, J, Chen, Iy, Cupples, L, Demissie-Banjaw, S, Folsom, A, Glazer, N, Harris, T, Heckbert, S, Lumley, T, Marciante, K, Morrison, A, O' Donnell, Cj, Psaty, Bm, Rice, K, Rotter, Ji, Siscovick, D, Smith, N, Smith, A, Taylor, Kd, van Duijn, C, Volcik, K, Whitteman, J, Ramachandran, V, Uitterlinden, A, Gretarsdottir, S, Gulcher, Jr, Kong, A, Stefansson, K, Thorgeirsson, G, Andersen, K, Fischer, M, Grosshennig, A, Lieb, W, Stark, K, Schreiber, S, Wichmann, He, Aherrahrou, Z, Bruse, P, Doering, A, Illig, T, Klopp, N, Loley, C, Medack, A, Meisinger, C, Meitinger, T, Nahrstedt, J, Peters, A, Wagner, Ak, Willenborg, C, Böhm, Bo, Dobnig, H, Grammer, Tb, Hoffmann, Mm, Kleber, M, März, W, Meinitzer, A, Winkelmann, Br, Pilz, S, Renner, W, Scharnagl, H, Stojakovic, T, Tomaschitz, A, Winkler, K, Guiducci, C, Burtt, N, Gabriel, Sb, O'Donnell, Cj, Elosua, R, Peltonen, L, Salomaa, V, Schwartz, Sm, Melander, O, Altshuler, D, Dandona, S, Jarinova, O, Qu, L, Wilensky, R, Matthai, W, Hakonarson, Hh, Devaney, J, Burnett, M, Pichard, Ad, Kent, Km, Satler, L, Lindsay, Jm, Waksman, R, Knouff, Cw, Waterworth, Dm, Walker, Mc, Mooser, V, Epstein, Se, Rader, Dj, Wright, Bj, Balmforth, Aj, Ball, Sg, Smith, Nl, Felix, Jf, Morrison, Ac, Demissie, S, Glazer, Nl, Loehr, Lr, Rosamond, Wd, Bis, Jc, Folsom, Ar, Benjamin, E, Aulchenko, Y, Haritunians, T, Couper, D, Murabito, J, Yang, Ya, Stricker, Bh, Gottdiener, J, Chang, Pp, Wang, Tj, Rice, Km, Heckbert, Sr, Fox, Er, Willerson, Jt, Köttgen, A, Pattaro, C, Böger, Ca, Fuchsberger, C, Olden, M, Gao, X, Yang, Q, O'Connell, Jr, Schmidt, H, Ketkar, S, Hwang, Sj, Teumer, A, Paré, G, Atkinson, Ej, Lohman, K, Cornelis, Mc, Probst-Hensch, Nm, Kronenberg, F, Tönjes, A, Hayward, C, Rampersaud, E, Mitchell, Bd, Arking, De, Struchalin, M, Cavalieri, M, Singleton, A, Giallauria, F, Metter, J, de Boer, Ih, Zillikens, Mc, Feitosa, M, Province, M, de Andrade, M, Turner, St, Schnabel, Rb, Wilde, S, Munzel, Tf, Leak, T, Koenig, W, Zgaga, L, Zemunik, T, Kolcic, I, Minelli, C, Hu, Fb, Johansson, A, Igl, W, Zaboli, G, Wild, Sh, Wright, Af, Campbell, H, Ellinghaus, D, Imboden, M, Nitsch, D, Brandstätter, A, Kollerits, B, Kedenko, L, Mägi, R, Stumvoll, M, Kovacs, P, Boban, M, Campbell, S, Endlich, K, Völzke, H, Kroemer, Hk, Nauck, M, Völker, U, Polasek, O, Vitart, V, Badola, S, Parker, An, Ridker, Pm, Kardia, Sl, Curhan, Gc, Franke, A, Rochat, T, Paulweber, B, Prokopenko, I, Wang, W, Coresh, J, Schmidt, R, Shlipak, Mg, Borecki, I, Krämer, Bk, Rudan, I, Gyllensten, U, Wilson, Jf, Pramstaller, Pp, Rettig, R, Hastie, N, Chasman, Di, Kao, Wh, Heid, Im, Fox, C, Felix, Sb, Watzinger, N, Homuth, G, Aragam, J, Dörr, M, Zweiker, R, Lind, L, Rodeheffer, Rj, Greiser, Kh, Deckers, Jw, Stritzke, J, Lackner, Kj, Ingelsson, E, Kullo, I, Haerting, J, Reffelmann, T, Redfield, Mm, Werdan, K, Arnett, Dk, Blettner, M, Friedrich, N, Chambers, Jc, Zhang, W, Lord, Gm, van der Harst, P, Lawlor, Da, Sehmi, J, Gale, Dp, Wass, Mn, Ahmadi, Kr, Bakker, Sj, Beckmann, J, Bilo, Hj, Bochud, M, Brown, Mj, Caulfield, Mj, Connell, Jm, Cook, Ht, Cotlarciuc, I, Davey Smith, G, de Silva, R, Deng, G, Devuyst, O, Dikkeschei, Ld, Dimkovic, N, Dockrell, M, Dominiczak, A, Ebrahim, S, Eggermann, T, Farrall, M, Floege, J, Forouhi, Ng, Gansevoort, Rt, Han, X, Hedblad, B, Homan van der Heide, Jj, Hepkema, Bg, Hernandez-Fuentes, M, Hypponen, E, Johnson, T, de Jong, Pe, Kleefstra, N, Lagou, V, Lapsley, M, Li, Y, Loos, Rj, Luan, J, Luttropp, K, Maréchal, C, Munroe, Pb, Nordfors, L, Penninx, Bw, Perucha, E, Pouta, A, Roderick, Pj, Ruokonen, A, Schalling, M, Schlessinger, D, Schlieper, G, Seelen, Ma, Sjögren, M, Smit, Jh, Snieder, H, Soranzo, N, Spector, Td, Stenvinkel, P, Sternberg, Mj, Swaminathan, R, Ubink-Veltmaat, Lj, Vollenweider, P, Waterworth, D, Zerres, K, Waeber, G, Wareham, Nj, Maxwell, Ph, Mccarthy, Mi, Jarvelin, Mr, Lightstone, L, Scott, J, Navis, G, Elliott, P, and Kooner, Js.
- Subjects
Netherlands Twin Register (NTR) ,Linkage disequilibrium ,pulse pressure ,mean arterial pressure ,genome-wide ,[SDV]Life Sciences [q-bio] ,Genome-wide association study ,BLOOD-PRESSURE ,Blood Pressure ,030204 cardiovascular system & hematology ,Linkage Disequilibrium ,0302 clinical medicine ,RELEVANCE ,CardioGram ,Medicine and Health Sciences ,Genetics & Heredity ,ddc:616 ,Genetics ,0303 health sciences ,Genome-wide association ,11 Medical And Health Sciences ,Arteries ,ADRENERGIC-RECEPTOR TRAFFICKING ,Pulse pressure ,EchoGen consortium ,Hypertension ,HEART-FAILURE ,arterial pressure ,Case-Control Studie ,Life Sciences & Biomedicine ,Human ,circulatory and respiratory physiology ,medicine.medical_specialty ,Mean arterial pressure ,Arterie ,AortaGen Consortium ,Cardiogenics consortium ,Locus (genetics) ,Biology ,Polymorphism, Single Nucleotide ,Article ,Follow-Up Studie ,03 medical and health sciences ,Internal medicine ,medicine ,Humans ,cardiovascular diseases ,METAANALYSIS ,030304 developmental biology ,Genetic association ,Science & Technology ,HYPERTENSION ,MORTALITY ,Case-control study ,CARDIOVASCULAR-DISEASE RISK ,06 Biological Sciences ,GENE ,MICE ,Endocrinology ,Blood pressure ,CKDGen consortium ,Genetic Loci ,Case-Control Studies ,KidneyGen consortium ,CHARGE Consortium Heart Failure Working Group ,LifeLines Cohort Study ,Developmental Biology ,Follow-Up Studies ,Genome-Wide Association Study - Abstract
Les affiliations des 100 premiers auteurs sont renseignées dans la notice. Les affiliations des autres auteurs sont disponibles à la fin de la publication.; International audience; Numerous genetic loci have been associated with systolic blood pressure (SBP) and diastolic blood pressure (DBP) in Europeans(1-3). We now report genome-wide association studies of pulse pressure (PP) and mean arterial pressure (MAP). In discovery (N = 74,064) and follow-up studies (N = 48,607), we identified at genome-wide significance (P = 2.7 x 10(-8) to P = 2.3 x 10(-13)) four new PP loci (at 4q12 near CHIC2, 7q22.3 near PIK3CG, 8q24.12 in NOV and 11q24.3 near ADAMTS8), two new MAP loci (3p21.31 in MAP4 and 10q25.3 near ADRB1) and one locus associated with both of these traits (2q24.3 near FIGN) that has also recently been associated with SBP in east Asians. For three of the new PP loci, the estimated effect for SBP was opposite of that for DBP, in contrast to the majority of common SBP- and DBP-associated variants, which show concordant effects on both traits. These findings suggest new genetic pathways underlying blood pressure variation, some of which may differentially influence SBP and DBP.
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- 2016
50. A GWAS meta-analysis from 5 population-based cohorts implicates ion channel genes in the pathogenesis of irritable bowel syndrome
- Author
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Bonfiglio, F., Henstrom, M., Nag, A., Hadizadeh, F., Zheng, T., Cenit, M. C., Tigchelaar, E., Williams, F., Reznichenko, A., Ek, Weronica E., Rivera, N. V., Homuth, G., Aghdassi, A. A., Kacprowski, T., Mannikko, M., Karhunen, V., Bujanda, L., Rafter, J., Wijmenga, C., Ronkainen, J., Hysi, P., Zhernakova, A., D'Amato, M., Bonfiglio, F., Henstrom, M., Nag, A., Hadizadeh, F., Zheng, T., Cenit, M. C., Tigchelaar, E., Williams, F., Reznichenko, A., Ek, Weronica E., Rivera, N. V., Homuth, G., Aghdassi, A. A., Kacprowski, T., Mannikko, M., Karhunen, V., Bujanda, L., Rafter, J., Wijmenga, C., Ronkainen, J., Hysi, P., Zhernakova, A., and D'Amato, M.
- Abstract
BackgroundIrritable bowel syndrome (IBS) shows genetic predisposition, however, large-scale, powered gene mapping studies are lacking. We sought to exploit existing genetic (genotype) and epidemiological (questionnaire) data from a series of population-based cohorts for IBS genome-wide association studies (GWAS) and their meta-analysis. MethodsBased on questionnaire data compatible with Rome III Criteria, we identified a total of 1335 IBS cases and 9768 asymptomatic individuals from 5 independent European genotyped cohorts. Individual GWAS were carried out with sex-adjusted logistic regression under an additive model, followed by meta-analysis using the inverse variance method. Functional annotation of significant results was obtained via a computational pipeline exploiting ontology and interaction networks, and tissue-specific and gene set enrichment analyses. Key ResultsSuggestive GWAS signals (P5.0x10(-6)) were detected for 7 genomic regions, harboring 64 gene candidates to affect IBS risk via functional or expression changes. Functional annotation of this gene set convincingly (best FDR-corrected P=3.1x10(-10)) highlighted regulation of ion channel activity as the most plausible pathway affecting IBS risk. Conclusion & InferencesOur results confirm the feasibility of population-based studies for gene-discovery efforts in IBS, identify risk genes and loci to be prioritized in independent follow-ups, and pinpoint ion channels as important players and potential therapeutic targets warranting further investigation.
- Published
- 2018
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