270 results on '"Kardia SLR"'
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2. GWAS for executive function and processing speed suggests involvement of the CADM2 gene
- Author
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Ibrahim-Verbaas, CA, Bressler, J, Debette, S, Schuur, M, Smith, AV, Bis, JC, Davies, G, Trompet, S, Smith, JA, Wolf, C, Chibnik, LB, Liu, Y, Vitart, V, Kirin, M, Petrovic, K, Polasek, O, Zgaga, L, Fawns-Ritchie, C, Hoffmann, P, Karjalainen, J, Lahti, J, Llewellyn, DJ, Schmidt, CO, Mather, KA, Chouraki, V, Sun, Q, Resnick, SM, Rose, LM, Oldmeadow, C, Stewart, M, Smith, BH, Gudnason, V, Yang, Q, Mirza, SS, Jukema, JW, deJager, PL, Harris, TB, Liewald, DC, Amin, N, Coker, LH, Stegle, O, Lopez, OL, Schmidt, R, Teumer, A, Ford, I, Karbalai, N, Becker, JT, Jonsdottir, MK, Au, R, Fehrmann, RSN, Herms, S, Nalls, M, Zhao, W, Turner, ST, Yaffe, K, Lohman, K, van Swieten, JC, Kardia, SLR, Knopman, DS, Meeks, WM, Heiss, G, Holliday, EG, Schofield, PW, Tanaka, T, Stott, DJ, Wang, J, Ridker, P, Gow, AJ, Pattie, A, Starr, JM, Hocking, LJ, Armstrong, NJ, McLachlan, S, Shulman, JM, Pilling, LC, Eiriksdottir, G, Scott, RJ, Kochan, NA, Palotie, A, Hsieh, Y-C, Eriksson, JG, Penman, A, Gottesman, RF, Oostra, BA, Yu, L, DeStefano, AL, Beiser, A, Garcia, M, Rotter, JI, Nöthen, MM, Hofman, A, Slagboom, PE, Westendorp, RGJ, Buckley, BM, Wolf, PA, Uitterlinden, AG, Psaty, BM, Grabe, HJ, Bandinelli, S, and Chasman, DI
- Subjects
Biological Psychology ,Clinical and Health Psychology ,Psychology ,Human Genome ,Neurosciences ,Genetics ,Clinical Research ,Aging ,Aetiology ,2.1 Biological and endogenous factors ,Aged ,Aged ,80 and over ,Cell Adhesion Molecules ,Cognition ,Cohort Studies ,Executive Function ,Female ,Genetic Association Studies ,Genetic Variation ,Genome-Wide Association Study ,Genomics ,Humans ,Introns ,Male ,Middle Aged ,Neuropsychological Tests ,Polymorphism ,Single Nucleotide ,White People ,gamma-Aminobutyric Acid ,Generation Scotland ,Biological Sciences ,Medical and Health Sciences ,Psychology and Cognitive Sciences ,Psychiatry ,Clinical sciences ,Biological psychology ,Clinical and health psychology - Abstract
To identify common variants contributing to normal variation in two specific domains of cognitive functioning, we conducted a genome-wide association study (GWAS) of executive functioning and information processing speed in non-demented older adults from the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) consortium. Neuropsychological testing was available for 5429-32,070 subjects of European ancestry aged 45 years or older, free of dementia and clinical stroke at the time of cognitive testing from 20 cohorts in the discovery phase. We analyzed performance on the Trail Making Test parts A and B, the Letter Digit Substitution Test (LDST), the Digit Symbol Substitution Task (DSST), semantic and phonemic fluency tests, and the Stroop Color and Word Test. Replication was sought in 1311-21860 subjects from 20 independent cohorts. A significant association was observed in the discovery cohorts for the single-nucleotide polymorphism (SNP) rs17518584 (discovery P-value=3.12 × 10(-8)) and in the joint discovery and replication meta-analysis (P-value=3.28 × 10(-9) after adjustment for age, gender and education) in an intron of the gene cell adhesion molecule 2 (CADM2) for performance on the LDST/DSST. Rs17518584 is located about 170 kb upstream of the transcription start site of the major transcript for the CADM2 gene, but is within an intron of a variant transcript that includes an alternative first exon. The variant is associated with expression of CADM2 in the cingulate cortex (P-value=4 × 10(-4)). The protein encoded by CADM2 is involved in glutamate signaling (P-value=7.22 × 10(-15)), gamma-aminobutyric acid (GABA) transport (P-value=1.36 × 10(-11)) and neuron cell-cell adhesion (P-value=1.48 × 10(-13)). Our findings suggest that genetic variation in the CADM2 gene is associated with individual differences in information processing speed.
- Published
- 2016
3. Genetic contributions to variation in general cognitive function: a meta-analysis of genome-wide association studies in the CHARGE consortium (N=53949).
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Davies, G, Armstrong, N, Bis, JC, Bressler, J, Chouraki, V, Giddaluru, S, Hofer, E, Ibrahim-Verbaas, CA, Kirin, M, Lahti, J, van der Lee, SJ, Le Hellard, S, Liu, T, Marioni, RE, Oldmeadow, C, Postmus, I, Smith, AV, Smith, JA, Thalamuthu, A, Thomson, R, Vitart, V, Wang, J, Yu, L, Zgaga, L, Zhao, W, Boxall, R, Harris, SE, Hill, WD, Liewald, DC, Luciano, M, Adams, H, Ames, D, Amin, N, Amouyel, P, Assareh, AA, Au, R, Becker, JT, Beiser, A, Berr, C, Bertram, L, Boerwinkle, E, Buckley, BM, Campbell, H, Corley, J, De Jager, PL, Dufouil, C, Eriksson, JG, Espeseth, T, Faul, JD, Ford, I, Generation Scotland, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Heiss, G, Hofman, A, Holliday, EG, Huffman, J, Kardia, SLR, Kochan, N, Knopman, DS, Kwok, JB, Lambert, J-C, Lee, T, Li, G, Li, S-C, Loitfelder, M, Lopez, OL, Lundervold, AJ, Lundqvist, A, Mather, KA, Mirza, SS, Nyberg, L, Oostra, BA, Palotie, A, Papenberg, G, Pattie, A, Petrovic, K, Polasek, O, Psaty, BM, Redmond, P, Reppermund, S, Rotter, JI, Schmidt, H, Schuur, M, Schofield, PW, Scott, RJ, Steen, VM, Stott, DJ, van Swieten, JC, Taylor, KD, Trollor, J, Trompet, S, Uitterlinden, AG, Weinstein, G, Widen, E, Windham, BG, Jukema, JW, and Wright, AF
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Generation Scotland ,Humans ,Genetic Predisposition to Disease ,HMGN1 Protein ,Cohort Studies ,Cognition ,Cognition Disorders ,Neuropsychological Tests ,Phenotype ,Polymorphism ,Single Nucleotide ,Aged ,Aged ,80 and over ,Middle Aged ,Scotland ,Female ,Male ,Atherosclerosis ,Genome-Wide Association Study ,and over ,Polymorphism ,Single Nucleotide ,Psychiatry ,Biological Sciences ,Medical and Health Sciences ,Psychology and Cognitive Sciences - Abstract
General cognitive function is substantially heritable across the human life course from adolescence to old age. We investigated the genetic contribution to variation in this important, health- and well-being-related trait in middle-aged and older adults. We conducted a meta-analysis of genome-wide association studies of 31 cohorts (N=53,949) in which the participants had undertaken multiple, diverse cognitive tests. A general cognitive function phenotype was tested for, and created in each cohort by principal component analysis. We report 13 genome-wide significant single-nucleotide polymorphism (SNP) associations in three genomic regions, 6q16.1, 14q12 and 19q13.32 (best SNP and closest gene, respectively: rs10457441, P=3.93 × 10(-9), MIR2113; rs17522122, P=2.55 × 10(-8), AKAP6; rs10119, P=5.67 × 10(-9), APOE/TOMM40). We report one gene-based significant association with the HMGN1 gene located on chromosome 21 (P=1 × 10(-6)). These genes have previously been associated with neuropsychiatric phenotypes. Meta-analysis results are consistent with a polygenic model of inheritance. To estimate SNP-based heritability, the genome-wide complex trait analysis procedure was applied to two large cohorts, the Atherosclerosis Risk in Communities Study (N=6617) and the Health and Retirement Study (N=5976). The proportion of phenotypic variation accounted for by all genotyped common SNPs was 29% (s.e.=5%) and 28% (s.e.=7%), respectively. Using polygenic prediction analysis, ~1.2% of the variance in general cognitive function was predicted in the Generation Scotland cohort (N=5487; P=1.5 × 10(-17)). In hypothesis-driven tests, there was significant association between general cognitive function and four genes previously associated with Alzheimer's disease: TOMM40, APOE, ABCG1 and MEF2C.
- Published
- 2015
4. Within-sibship genome-wide association analyses decrease bias in estimates of direct genetic effects
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Howe, LJ, Nivard, MG, Morris, TT, Hansen, AF, Rasheed, H, Cho, Y, Chittoor, G, Ahlskog, R, Lind, PA, Palviainen, T, van der Zee, MD, Cheesman, R, Mangino, M, Wang, Y, Li, S, Klaric, L, Ratliff, SM, Bielak, LF, Nygaard, M, Giannelis, A, Willoughby, EA, Reynolds, CA, Balbona, JV, Andreassen, OA, Ask, H, Baras, A, Bauer, CR, Boomsma, DI, Campbell, A, Campbell, H, Chen, Z, Christofidou, P, Corfield, E, Dahm, CC, Dokuru, DR, Evans, LM, de Geus, EJC, Giddaluru, S, Gordon, SD, Harden, KP, Hill, WD, Hughes, A, Kerr, SM, Kim, Y, Kweon, H, Latvala, A, Lawlor, DA, Li, L, Lin, K, Magnus, P, Magnusson, PKE, Mallard, TT, Martikainen, P, Mills, MC, Njolstad, PR, Overton, JD, Pedersen, NL, Porteous, DJ, Reid, J, Silventoinen, K, Southey, MC, Stoltenberg, C, Tucker-Drob, EM, Wright, MJ, Hewitt, JK, Keller, MC, Stallings, MC, Lee, JJ, Christensen, K, Kardia, SLR, Peyser, PA, Smith, JA, Wilson, JF, Hopper, JL, Hagg, S, Spector, TD, Pingault, J-B, Plomin, R, Havdahl, A, Bartels, M, Martin, NG, Oskarsson, S, Justice, AE, Millwood, IY, Hveem, K, Naess, O, Willer, CJ, Asvold, BO, Koellinger, PD, Kaprio, J, Medland, SE, Walters, RG, Benjamin, DJ, Turley, P, Evans, DM, Smith, GD, Hayward, C, Brumpton, B, Hemani, G, Davies, NM, Howe, LJ, Nivard, MG, Morris, TT, Hansen, AF, Rasheed, H, Cho, Y, Chittoor, G, Ahlskog, R, Lind, PA, Palviainen, T, van der Zee, MD, Cheesman, R, Mangino, M, Wang, Y, Li, S, Klaric, L, Ratliff, SM, Bielak, LF, Nygaard, M, Giannelis, A, Willoughby, EA, Reynolds, CA, Balbona, JV, Andreassen, OA, Ask, H, Baras, A, Bauer, CR, Boomsma, DI, Campbell, A, Campbell, H, Chen, Z, Christofidou, P, Corfield, E, Dahm, CC, Dokuru, DR, Evans, LM, de Geus, EJC, Giddaluru, S, Gordon, SD, Harden, KP, Hill, WD, Hughes, A, Kerr, SM, Kim, Y, Kweon, H, Latvala, A, Lawlor, DA, Li, L, Lin, K, Magnus, P, Magnusson, PKE, Mallard, TT, Martikainen, P, Mills, MC, Njolstad, PR, Overton, JD, Pedersen, NL, Porteous, DJ, Reid, J, Silventoinen, K, Southey, MC, Stoltenberg, C, Tucker-Drob, EM, Wright, MJ, Hewitt, JK, Keller, MC, Stallings, MC, Lee, JJ, Christensen, K, Kardia, SLR, Peyser, PA, Smith, JA, Wilson, JF, Hopper, JL, Hagg, S, Spector, TD, Pingault, J-B, Plomin, R, Havdahl, A, Bartels, M, Martin, NG, Oskarsson, S, Justice, AE, Millwood, IY, Hveem, K, Naess, O, Willer, CJ, Asvold, BO, Koellinger, PD, Kaprio, J, Medland, SE, Walters, RG, Benjamin, DJ, Turley, P, Evans, DM, Smith, GD, Hayward, C, Brumpton, B, Hemani, G, and Davies, NM
- Abstract
Estimates from genome-wide association studies (GWAS) of unrelated individuals capture effects of inherited variation (direct effects), demography (population stratification, assortative mating) and relatives (indirect genetic effects). Family-based GWAS designs can control for demographic and indirect genetic effects, but large-scale family datasets have been lacking. We combined data from 178,086 siblings from 19 cohorts to generate population (between-family) and within-sibship (within-family) GWAS estimates for 25 phenotypes. Within-sibship GWAS estimates were smaller than population estimates for height, educational attainment, age at first birth, number of children, cognitive ability, depressive symptoms and smoking. Some differences were observed in downstream SNP heritability, genetic correlations and Mendelian randomization analyses. For example, the within-sibship genetic correlation between educational attainment and body mass index attenuated towards zero. In contrast, analyses of most molecular phenotypes (for example, low-density lipoprotein-cholesterol) were generally consistent. We also found within-sibship evidence of polygenic adaptation on taller height. Here, we illustrate the importance of family-based GWAS data for phenotypes influenced by demographic and indirect genetic effects.
- Published
- 2022
5. A saturated map of common genetic variants associated with human height
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Yengo, L, Vedantam, S, Marouli, E, Sidorenko, J, Bartell, E, Sakaue, S, Graff, M, Eliasen, AU, Jiang, Y, Raghavan, S, Miao, J, Arias, JD, Graham, SE, Mukamel, RE, Spracklen, CN, Yin, X, Chen, S-H, Ferreira, T, Highland, HH, Ji, Y, Karaderi, T, Lin, K, Lull, K, Malden, DE, Medina-Gomez, C, Machado, M, Moore, A, Rueger, S, Sim, X, Vrieze, S, Ahluwalia, TS, Akiyama, M, Allison, MA, Alvarez, M, Andersen, MK, Ani, A, Appadurai, V, Arbeeva, L, Bhaskar, S, Bielak, LF, Bollepalli, S, Bonnycastle, LL, Bork-Jensen, J, Bradfield, JP, Bradford, Y, Braund, PS, Brody, JA, Burgdorf, KS, Cade, BE, Cai, H, Cai, Q, Campbell, A, Canadas-Garre, M, Catamo, E, Chai, J-F, Chai, X, Chang, L-C, Chang, Y-C, Chen, C-H, Chesi, A, Choi, SH, Chung, R-H, Cocca, M, Concas, MP, Couture, C, Cuellar-Partida, G, Danning, R, Daw, EW, Degenhard, F, Delgado, GE, Delitala, A, Demirkan, A, Deng, X, Devineni, P, Dietl, A, Dimitriou, M, Dimitrov, L, Dorajoo, R, Ekici, AB, Engmann, JE, Fairhurst-Hunter, Z, Farmaki, A-E, Faul, JD, Fernandez-Lopez, J-C, Forer, L, Francescatto, M, Freitag-Wolf, S, Fuchsberger, C, Galesloot, TE, Gao, Y, Gao, Z, Geller, F, Giannakopoulou, O, Giulianini, F, Gjesing, AP, Goel, A, Gordon, SD, Gorski, M, Grove, J, Guo, X, Gustafsson, S, Haessler, J, Hansen, TF, Havulinna, AS, Haworth, SJ, He, J, Heard-Costa, N, Hebbar, P, Hindy, G, Ho, Y-LA, Hofer, E, Holliday, E, Horn, K, Hornsby, WE, Hottenga, J-J, Huang, H, Huang, J, Huerta-Chagoya, A, Huffman, JE, Hung, Y-J, Huo, S, Hwang, MY, Iha, H, Ikeda, DD, Isono, M, Jackson, AU, Jager, S, Jansen, IE, Johansson, I, Jonas, JB, Jonsson, A, Jorgensen, T, Kalafati, I-P, Kanai, M, Kanoni, S, Karhus, LL, Kasturiratne, A, Katsuya, T, Kawaguchi, T, Kember, RL, Kentistou, KA, Kim, H-N, Kim, YJ, Kleber, ME, Knol, MJ, Kurbasic, A, Lauzon, M, Le, P, Lea, R, Lee, J-Y, Leonard, HL, Li, SA, Li, X, Liang, J, Lin, H, Lin, S-Y, Liu, J, Liu, X, Lo, KS, Long, J, Lores-Motta, L, Luan, J, Lyssenko, V, Lyytikainen, L-P, Mahajan, A, Mamakou, V, Mangino, M, Manichaikul, A, Marten, J, Mattheisen, M, Mavarani, L, McDaid, AF, Meidtner, K, Melendez, TL, Mercader, JM, Milaneschi, Y, Miller, JE, Millwood, IY, Mishra, PP, Mitchell, RE, Mollehave, LT, Morgan, A, Mucha, S, Munz, M, Nakatochi, M, Nelson, CP, Nethander, M, Nho, CW, Nielsen, AA, Nolte, IM, Nongmaithem, SS, Noordam, R, Ntalla, I, Nutile, T, Pandit, A, Christofidou, P, Parna, K, Pauper, M, Petersen, ERB, Petersen, L, Pitkanen, N, Polasek, O, Poveda, A, Preuss, MH, Pyarajan, S, Raffield, LM, Rakugi, H, Ramirez, J, Rasheed, A, Raven, D, Rayner, NW, Riveros, C, Rohde, R, Ruggiero, D, Ruotsalainen, SE, Ryan, KA, Sabater-Lleal, M, Saxena, R, Scholz, M, Sendamarai, A, Shen, B, Shi, J, Shin, JH, Sidore, C, Sitlani, CM, Slieker, RKC, Smit, RAJ, Smith, A, Smith, JA, Smyth, LJ, Southam, LE, Steinthorsdottir, V, Sun, L, Takeuchi, F, Tallapragada, D, Taylor, KD, Tayo, BO, Tcheandjieu, C, Terzikhan, N, Tesolin, P, Teumer, A, Theusch, E, Thompson, DJ, Thorleifsson, G, Timmers, PRHJ, Trompet, S, Turman, C, Vaccargiu, S, van der Laan, SW, van der Most, PJ, van Klinken, JB, van Setten, J, Verma, SS, Verweij, N, Veturi, Y, Wang, CA, Wang, C, Wang, L, Wang, Z, Warren, HR, Wei, WB, Wickremasinghe, AR, Wielscher, M, Wiggins, KL, Winsvold, BS, Wong, A, Wu, Y, Wuttke, M, Xia, R, Xie, T, Yamamoto, K, Yang, J, Yao, J, Young, H, Yousri, NA, Yu, L, Zeng, L, Zhang, W, Zhang, X, Zhao, J-H, Zhao, W, Zhou, W, Zimmermann, ME, Zoledziewska, M, Adair, LS, Adams, HHH, Aguilar-Salinas, CA, Al-Mulla, F, Arnett, DK, Asselbergs, FW, Asvold, BO, Attia, J, Banas, B, Bandinelli, S, Bennett, DA, Bergler, T, Bharadwaj, D, Biino, G, Bisgaard, H, Boerwinkle, E, Boger, CA, Bonnelykke, K, Boomsma, D, Borglum, AD, Borja, JB, Bouchard, C, Bowden, DW, Brandslund, I, Brumpton, B, Buring, JE, Caulfield, MJ, Chambers, JC, Chandak, GR, Chanock, SJ, Chaturvedi, N, Chen, Y-DI, Chen, Z, Cheng, C-Y, Christophersen, IE, Ciullo, M, Cole, JW, Collins, FS, Cooper, RS, Cruz, M, Cucca, F, Cupples, LA, Cutler, MJ, Damrauer, SM, Dantoft, TM, de Borst, GJ, de Groot, LCPGM, De Jager, PL, de Kleijn, DP, de Silva, HJ, Dedoussis, G, den Hollander, A, Du, S, Easton, DF, Elders, PJM, Eliassen, AH, Ellinor, PT, Elmstahl, S, Erdmann, J, Evans, MK, Fatkin, D, Feenstra, B, Feitosa, MF, Ferrucci, L, Ford, I, Fornage, M, Franke, A, Franks, PW, Freedman, B, Gasparini, P, Gieger, C, Girotto, G, Goddard, ME, Golightly, YM, Gonzalez-Villalpando, C, Gordon-Larsen, P, Grallert, H, Grant, SFA, Grarup, N, Griffiths, L, Gudnason, V, Haiman, C, Hakonarson, H, Hansen, T, Hartman, CA, Hattersley, AT, Hayward, C, Heckbert, SR, Heng, C-K, Hengstenberg, C, Hewitt, AW, Hishigaki, H, Hoyng, CB, Huang, PL, Huang, W, Hunt, SC, Hveem, K, Hypponen, E, Iacono, WG, Ichihara, S, Ikram, MA, Isasi, CR, Jackson, RD, Jarvelin, M-R, Jin, Z-B, Jockel, K-H, Joshi, PK, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kang, KD, Kaprio, J, Kardia, SLR, Karpe, F, Kato, N, Kee, F, Kessler, T, Khera, A, Khor, CC, Kiemeney, LALM, Kim, B-J, Kim, EK, Kim, H-L, Kirchhof, P, Kivimaki, M, Koh, W-P, Koistinen, HA, Kolovou, GD, Kooner, JS, Kooperberg, C, Kottgen, A, Kovacs, P, Kraaijeveld, A, Kraft, P, Krauss, RM, Kumari, M, Kutalik, Z, Laakso, M, Lange, LA, Langenberg, C, Launer, LJ, Le Marchand, L, Lee, H, Lee, NR, Lehtimaki, T, Li, H, Li, L, Lieb, W, Lin, X, Lind, L, Linneberg, A, Liu, C-T, Loeffler, M, London, B, Lubitz, SA, Lye, SJ, Mackey, DA, Magi, R, Magnusson, PKE, Marcus, GM, Vidal, PM, Martin, NG, Marz, W, Matsuda, F, McGarrah, RW, McGue, M, McKnight, AJ, Medland, SE, Mellstrom, D, Metspalu, A, Mitchell, BD, Mitchell, P, Mook-Kanamori, DO, Morris, AD, Mucci, LA, Munroe, PB, Nalls, MA, Nazarian, S, Nelson, AE, Neville, MJ, Newton-Cheh, C, Nielsen, CS, Nothen, MM, Ohlsson, C, Oldehinkel, AJ, Orozco, L, Pahkala, K, Pajukanta, P, Palmer, CNA, Parra, EJ, Pattaro, C, Pedersen, O, Pennell, CE, Penninx, BWJH, Perusse, L, Peters, A, Peyser, PA, Porteous, DJ, Posthuma, D, Power, C, Pramstaller, PP, Province, MA, Qi, Q, Qu, J, Rader, DJ, Raitakari, OT, Ralhan, S, Rallidis, LS, Rao, DC, Redline, S, Reilly, DF, Reiner, AP, Rhee, SY, Ridker, PM, Rienstra, M, Ripatti, S, Ritchie, MD, Roden, DM, Rosendaal, FR, Rotter, J, Rudan, I, Rutters, F, Sabanayagam, C, Saleheen, D, Salomaa, V, Samani, NJ, Sanghera, DK, Sattar, N, Schmidt, B, Schmidt, H, Schmidt, R, Schulze, MB, Schunkert, H, Scott, LJ, Scott, RJ, Sever, P, Shiroma, EJ, Shoemaker, MB, Shu, X-O, Simonsick, EM, Sims, M, Singh, JR, Singleton, AB, Sinner, MF, Smith, JG, Snieder, H, Spector, TD, Stampfer, MJ, Stark, KJ, Strachan, DP, t' Hart, LM, Tabara, Y, Tang, H, Tardif, J-C, Thanaraj, TA, Timpson, NJ, Tonjes, A, Tremblay, A, Tuomi, T, Tuomilehto, J, Tusie-Luna, M-T, Uitterlinden, AG, van Dam, RM, van der Harst, P, Van der Velde, N, van Duijn, CM, van Schoor, NM, Vitart, V, Volker, U, Vollenweider, P, Volzke, H, Wacher-Rodarte, NH, Walker, M, Wang, YX, Wareham, NJ, Watanabe, RM, Watkins, H, Weir, DR, Werge, TM, Widen, E, Wilkens, LR, Willemsen, G, Willett, WC, Wilson, JF, Wong, T-Y, Woo, J-T, Wright, AF, Wu, J-Y, Xu, H, Yajnik, CS, Yokota, M, Yuan, J-M, Zeggini, E, Zemel, BS, Zheng, W, Zhu, X, Zmuda, JM, Zonderman, AB, Zwart, J-A, Chasman, D, Cho, YS, Heid, IM, McCarthy, M, Ng, MCY, O'Donnell, CJ, Rivadeneira, F, Thorsteinsdottir, U, Sun, Y, Tai, ES, Boehnke, M, Deloukas, P, Justice, AE, Lindgren, CM, Loos, RJF, Mohlke, KL, North, KE, Stefansson, K, Walters, RG, Winkler, TW, Young, KL, Loh, P-R, Esko, T, Assimes, TL, Auton, A, Abecasis, GR, Willer, CJ, Locke, AE, Berndt, S, Lettre, G, Frayling, TM, Okada, Y, Wood, AR, Visscher, PM, Hirschhorn, JN, Yengo, L, Vedantam, S, Marouli, E, Sidorenko, J, Bartell, E, Sakaue, S, Graff, M, Eliasen, AU, Jiang, Y, Raghavan, S, Miao, J, Arias, JD, Graham, SE, Mukamel, RE, Spracklen, CN, Yin, X, Chen, S-H, Ferreira, T, Highland, HH, Ji, Y, Karaderi, T, Lin, K, Lull, K, Malden, DE, Medina-Gomez, C, Machado, M, Moore, A, Rueger, S, Sim, X, Vrieze, S, Ahluwalia, TS, Akiyama, M, Allison, MA, Alvarez, M, Andersen, MK, Ani, A, Appadurai, V, Arbeeva, L, Bhaskar, S, Bielak, LF, Bollepalli, S, Bonnycastle, LL, Bork-Jensen, J, Bradfield, JP, Bradford, Y, Braund, PS, Brody, JA, Burgdorf, KS, Cade, BE, Cai, H, Cai, Q, Campbell, A, Canadas-Garre, M, Catamo, E, Chai, J-F, Chai, X, Chang, L-C, Chang, Y-C, Chen, C-H, Chesi, A, Choi, SH, Chung, R-H, Cocca, M, Concas, MP, Couture, C, Cuellar-Partida, G, Danning, R, Daw, EW, Degenhard, F, Delgado, GE, Delitala, A, Demirkan, A, Deng, X, Devineni, P, Dietl, A, Dimitriou, M, Dimitrov, L, Dorajoo, R, Ekici, AB, Engmann, JE, Fairhurst-Hunter, Z, Farmaki, A-E, Faul, JD, Fernandez-Lopez, J-C, Forer, L, Francescatto, M, Freitag-Wolf, S, Fuchsberger, C, Galesloot, TE, Gao, Y, Gao, Z, Geller, F, Giannakopoulou, O, Giulianini, F, Gjesing, AP, Goel, A, Gordon, SD, Gorski, M, Grove, J, Guo, X, Gustafsson, S, Haessler, J, Hansen, TF, Havulinna, AS, Haworth, SJ, He, J, Heard-Costa, N, Hebbar, P, Hindy, G, Ho, Y-LA, Hofer, E, Holliday, E, Horn, K, Hornsby, WE, Hottenga, J-J, Huang, H, Huang, J, Huerta-Chagoya, A, Huffman, JE, Hung, Y-J, Huo, S, Hwang, MY, Iha, H, Ikeda, DD, Isono, M, Jackson, AU, Jager, S, Jansen, IE, Johansson, I, Jonas, JB, Jonsson, A, Jorgensen, T, Kalafati, I-P, Kanai, M, Kanoni, S, Karhus, LL, Kasturiratne, A, Katsuya, T, Kawaguchi, T, Kember, RL, Kentistou, KA, Kim, H-N, Kim, YJ, Kleber, ME, Knol, MJ, Kurbasic, A, Lauzon, M, Le, P, Lea, R, Lee, J-Y, Leonard, HL, Li, SA, Li, X, Liang, J, Lin, H, Lin, S-Y, Liu, J, Liu, X, Lo, KS, Long, J, Lores-Motta, L, Luan, J, Lyssenko, V, Lyytikainen, L-P, Mahajan, A, Mamakou, V, Mangino, M, Manichaikul, A, Marten, J, Mattheisen, M, Mavarani, L, McDaid, AF, Meidtner, K, Melendez, TL, Mercader, JM, Milaneschi, Y, Miller, JE, Millwood, IY, Mishra, PP, Mitchell, RE, Mollehave, LT, Morgan, A, Mucha, S, Munz, M, Nakatochi, M, Nelson, CP, Nethander, M, Nho, CW, Nielsen, AA, Nolte, IM, Nongmaithem, SS, Noordam, R, Ntalla, I, Nutile, T, Pandit, A, Christofidou, P, Parna, K, Pauper, M, Petersen, ERB, Petersen, L, Pitkanen, N, Polasek, O, Poveda, A, Preuss, MH, Pyarajan, S, Raffield, LM, Rakugi, H, Ramirez, J, Rasheed, A, Raven, D, Rayner, NW, Riveros, C, Rohde, R, Ruggiero, D, Ruotsalainen, SE, Ryan, KA, Sabater-Lleal, M, Saxena, R, Scholz, M, Sendamarai, A, Shen, B, Shi, J, Shin, JH, Sidore, C, Sitlani, CM, Slieker, RKC, Smit, RAJ, Smith, A, Smith, JA, Smyth, LJ, Southam, LE, Steinthorsdottir, V, Sun, L, Takeuchi, F, Tallapragada, D, Taylor, KD, Tayo, BO, Tcheandjieu, C, Terzikhan, N, Tesolin, P, Teumer, A, Theusch, E, Thompson, DJ, Thorleifsson, G, Timmers, PRHJ, Trompet, S, Turman, C, Vaccargiu, S, van der Laan, SW, van der Most, PJ, van Klinken, JB, van Setten, J, Verma, SS, Verweij, N, Veturi, Y, Wang, CA, Wang, C, Wang, L, Wang, Z, Warren, HR, Wei, WB, Wickremasinghe, AR, Wielscher, M, Wiggins, KL, Winsvold, BS, Wong, A, Wu, Y, Wuttke, M, Xia, R, Xie, T, Yamamoto, K, Yang, J, Yao, J, Young, H, Yousri, NA, Yu, L, Zeng, L, Zhang, W, Zhang, X, Zhao, J-H, Zhao, W, Zhou, W, Zimmermann, ME, Zoledziewska, M, Adair, LS, Adams, HHH, Aguilar-Salinas, CA, Al-Mulla, F, Arnett, DK, Asselbergs, FW, Asvold, BO, Attia, J, Banas, B, Bandinelli, S, Bennett, DA, Bergler, T, Bharadwaj, D, Biino, G, Bisgaard, H, Boerwinkle, E, Boger, CA, Bonnelykke, K, Boomsma, D, Borglum, AD, Borja, JB, Bouchard, C, Bowden, DW, Brandslund, I, Brumpton, B, Buring, JE, Caulfield, MJ, Chambers, JC, Chandak, GR, Chanock, SJ, Chaturvedi, N, Chen, Y-DI, Chen, Z, Cheng, C-Y, Christophersen, IE, Ciullo, M, Cole, JW, Collins, FS, Cooper, RS, Cruz, M, Cucca, F, Cupples, LA, Cutler, MJ, Damrauer, SM, Dantoft, TM, de Borst, GJ, de Groot, LCPGM, De Jager, PL, de Kleijn, DP, de Silva, HJ, Dedoussis, G, den Hollander, A, Du, S, Easton, DF, Elders, PJM, Eliassen, AH, Ellinor, PT, Elmstahl, S, Erdmann, J, Evans, MK, Fatkin, D, Feenstra, B, Feitosa, MF, Ferrucci, L, Ford, I, Fornage, M, Franke, A, Franks, PW, Freedman, B, Gasparini, P, Gieger, C, Girotto, G, Goddard, ME, Golightly, YM, Gonzalez-Villalpando, C, Gordon-Larsen, P, Grallert, H, Grant, SFA, Grarup, N, Griffiths, L, Gudnason, V, Haiman, C, Hakonarson, H, Hansen, T, Hartman, CA, Hattersley, AT, Hayward, C, Heckbert, SR, Heng, C-K, Hengstenberg, C, Hewitt, AW, Hishigaki, H, Hoyng, CB, Huang, PL, Huang, W, Hunt, SC, Hveem, K, Hypponen, E, Iacono, WG, Ichihara, S, Ikram, MA, Isasi, CR, Jackson, RD, Jarvelin, M-R, Jin, Z-B, Jockel, K-H, Joshi, PK, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kang, KD, Kaprio, J, Kardia, SLR, Karpe, F, Kato, N, Kee, F, Kessler, T, Khera, A, Khor, CC, Kiemeney, LALM, Kim, B-J, Kim, EK, Kim, H-L, Kirchhof, P, Kivimaki, M, Koh, W-P, Koistinen, HA, Kolovou, GD, Kooner, JS, Kooperberg, C, Kottgen, A, Kovacs, P, Kraaijeveld, A, Kraft, P, Krauss, RM, Kumari, M, Kutalik, Z, Laakso, M, Lange, LA, Langenberg, C, Launer, LJ, Le Marchand, L, Lee, H, Lee, NR, Lehtimaki, T, Li, H, Li, L, Lieb, W, Lin, X, Lind, L, Linneberg, A, Liu, C-T, Loeffler, M, London, B, Lubitz, SA, Lye, SJ, Mackey, DA, Magi, R, Magnusson, PKE, Marcus, GM, Vidal, PM, Martin, NG, Marz, W, Matsuda, F, McGarrah, RW, McGue, M, McKnight, AJ, Medland, SE, Mellstrom, D, Metspalu, A, Mitchell, BD, Mitchell, P, Mook-Kanamori, DO, Morris, AD, Mucci, LA, Munroe, PB, Nalls, MA, Nazarian, S, Nelson, AE, Neville, MJ, Newton-Cheh, C, Nielsen, CS, Nothen, MM, Ohlsson, C, Oldehinkel, AJ, Orozco, L, Pahkala, K, Pajukanta, P, Palmer, CNA, Parra, EJ, Pattaro, C, Pedersen, O, Pennell, CE, Penninx, BWJH, Perusse, L, Peters, A, Peyser, PA, Porteous, DJ, Posthuma, D, Power, C, Pramstaller, PP, Province, MA, Qi, Q, Qu, J, Rader, DJ, Raitakari, OT, Ralhan, S, Rallidis, LS, Rao, DC, Redline, S, Reilly, DF, Reiner, AP, Rhee, SY, Ridker, PM, Rienstra, M, Ripatti, S, Ritchie, MD, Roden, DM, Rosendaal, FR, Rotter, J, Rudan, I, Rutters, F, Sabanayagam, C, Saleheen, D, Salomaa, V, Samani, NJ, Sanghera, DK, Sattar, N, Schmidt, B, Schmidt, H, Schmidt, R, Schulze, MB, Schunkert, H, Scott, LJ, Scott, RJ, Sever, P, Shiroma, EJ, Shoemaker, MB, Shu, X-O, Simonsick, EM, Sims, M, Singh, JR, Singleton, AB, Sinner, MF, Smith, JG, Snieder, H, Spector, TD, Stampfer, MJ, Stark, KJ, Strachan, DP, t' Hart, LM, Tabara, Y, Tang, H, Tardif, J-C, Thanaraj, TA, Timpson, NJ, Tonjes, A, Tremblay, A, Tuomi, T, Tuomilehto, J, Tusie-Luna, M-T, Uitterlinden, AG, van Dam, RM, van der Harst, P, Van der Velde, N, van Duijn, CM, van Schoor, NM, Vitart, V, Volker, U, Vollenweider, P, Volzke, H, Wacher-Rodarte, NH, Walker, M, Wang, YX, Wareham, NJ, Watanabe, RM, Watkins, H, Weir, DR, Werge, TM, Widen, E, Wilkens, LR, Willemsen, G, Willett, WC, Wilson, JF, Wong, T-Y, Woo, J-T, Wright, AF, Wu, J-Y, Xu, H, Yajnik, CS, Yokota, M, Yuan, J-M, Zeggini, E, Zemel, BS, Zheng, W, Zhu, X, Zmuda, JM, Zonderman, AB, Zwart, J-A, Chasman, D, Cho, YS, Heid, IM, McCarthy, M, Ng, MCY, O'Donnell, CJ, Rivadeneira, F, Thorsteinsdottir, U, Sun, Y, Tai, ES, Boehnke, M, Deloukas, P, Justice, AE, Lindgren, CM, Loos, RJF, Mohlke, KL, North, KE, Stefansson, K, Walters, RG, Winkler, TW, Young, KL, Loh, P-R, Esko, T, Assimes, TL, Auton, A, Abecasis, GR, Willer, CJ, Locke, AE, Berndt, S, Lettre, G, Frayling, TM, Okada, Y, Wood, AR, Visscher, PM, and Hirschhorn, JN
- Abstract
Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40-50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes1. Here, using data from a genome-wide association study of 5.4 million individuals of diverse ancestries, we show that 12,111 independent SNPs that are significantly associated with height account for nearly all of the common SNP-based heritability. These SNPs are clustered within 7,209 non-overlapping genomic segments with a mean size of around 90 kb, covering about 21% of the genome. The density of independent associations varies across the genome and the regions of increased density are enriched for biologically relevant genes. In out-of-sample estimation and prediction, the 12,111 SNPs (or all SNPs in the HapMap 3 panel2) account for 40% (45%) of phenotypic variance in populations of European ancestry but only around 10-20% (14-24%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries.
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- 2022
6. Contribution of Common Genetic Variants to Risk of Early-Onset Ischemic Stroke
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Jaworek, T, Xu, H, Gaynor, BJ, Cole, JW, Rannikmae, K, Stanne, TM, Tomppo, L, Abedi, V, Amouyel, P, Armstrong, ND, Attia, J, Bell, S, Benavente, OR, Boncoraglio, GB, Butterworth, A, Carcel-Marquez, J, Chen, Z, Chong, M, Cruchaga, C, Cushman, M, Danesh, J, Debette, S, Duggan, DJ, Durda, JP, Engstrom, G, Enzinger, C, Faul, JD, Fecteau, NS, Fernandez-Cadenas, I, Gieger, C, Giese, A-K, Grewal, RP, Grittner, U, Havulinna, AS, Heitsch, L, Hochberg, MC, Holliday, E, Hu, J, Ilinca, A, Irvin, MR, Jackson, RD, Jacob, MA, Rabionet, R, Jimenez-Conde, J, Johnson, JA, Kamatani, Y, Kardia, SLR, Koido, M, Kubo, M, Lange, L, Lee, J-M, Lemmens, R, Levi, CR, Li, J, Li, L, Lin, K, Lopez, H, Luke, S, Maguire, J, McArdle, PF, McDonough, CW, Meschia, JF, Metso, T, Mueller-Nurasyid, M, O'Connor, TD, O'Donnell, M, Peddareddygari, LR, Pera, J, Perry, JA, Peters, A, Putaala, J, Ray, D, Rexrode, K, Ribases, M, Rosand, J, Rothwell, PM, Rundek, T, Ryan, KA, Sacco, RL, Salomaa, V, Sanchez-Mora, C, Schmidt, R, Sharma, P, Slowik, A, Smith, JA, Smith, NL, Wassertheil-Smoller, S, Soderholm, M, Stine, OC, Strbian, D, Sudlow, CLM, Tatlisumak, T, Terao, C, Thijs, V, Torres-Aguila, NP, Tregouet, D-A, Tuladhar, AM, Veldink, JH, Walters, RG, Weir, DR, Woo, D, Worrall, BB, Hong, CC, Ross, OA, Zand, R, de Leeuw, F-E, Lindgren, AG, Pare, G, Anderson, CD, Markus, HS, Jern, C, Malik, R, Dichgans, M, Mitchell, BD, Kittner, SJ, Jaworek, T, Xu, H, Gaynor, BJ, Cole, JW, Rannikmae, K, Stanne, TM, Tomppo, L, Abedi, V, Amouyel, P, Armstrong, ND, Attia, J, Bell, S, Benavente, OR, Boncoraglio, GB, Butterworth, A, Carcel-Marquez, J, Chen, Z, Chong, M, Cruchaga, C, Cushman, M, Danesh, J, Debette, S, Duggan, DJ, Durda, JP, Engstrom, G, Enzinger, C, Faul, JD, Fecteau, NS, Fernandez-Cadenas, I, Gieger, C, Giese, A-K, Grewal, RP, Grittner, U, Havulinna, AS, Heitsch, L, Hochberg, MC, Holliday, E, Hu, J, Ilinca, A, Irvin, MR, Jackson, RD, Jacob, MA, Rabionet, R, Jimenez-Conde, J, Johnson, JA, Kamatani, Y, Kardia, SLR, Koido, M, Kubo, M, Lange, L, Lee, J-M, Lemmens, R, Levi, CR, Li, J, Li, L, Lin, K, Lopez, H, Luke, S, Maguire, J, McArdle, PF, McDonough, CW, Meschia, JF, Metso, T, Mueller-Nurasyid, M, O'Connor, TD, O'Donnell, M, Peddareddygari, LR, Pera, J, Perry, JA, Peters, A, Putaala, J, Ray, D, Rexrode, K, Ribases, M, Rosand, J, Rothwell, PM, Rundek, T, Ryan, KA, Sacco, RL, Salomaa, V, Sanchez-Mora, C, Schmidt, R, Sharma, P, Slowik, A, Smith, JA, Smith, NL, Wassertheil-Smoller, S, Soderholm, M, Stine, OC, Strbian, D, Sudlow, CLM, Tatlisumak, T, Terao, C, Thijs, V, Torres-Aguila, NP, Tregouet, D-A, Tuladhar, AM, Veldink, JH, Walters, RG, Weir, DR, Woo, D, Worrall, BB, Hong, CC, Ross, OA, Zand, R, de Leeuw, F-E, Lindgren, AG, Pare, G, Anderson, CD, Markus, HS, Jern, C, Malik, R, Dichgans, M, Mitchell, BD, and Kittner, SJ
- Abstract
BACKGROUND AND OBJECTIVES: Current genome-wide association studies of ischemic stroke have focused primarily on late-onset disease. As a complement to these studies, we sought to identify the contribution of common genetic variants to risk of early-onset ischemic stroke. METHODS: We performed a meta-analysis of genome-wide association studies of early-onset stroke (EOS), ages 18-59 years, using individual-level data or summary statistics in 16,730 cases and 599,237 nonstroke controls obtained across 48 different studies. We further compared effect sizes at associated loci between EOS and late-onset stroke (LOS) and compared polygenic risk scores (PRS) for venous thromboembolism (VTE) between EOS and LOS. RESULTS: We observed genome-wide significant associations of EOS with 2 variants in ABO, a known stroke locus. These variants tag blood subgroups O1 and A1, and the effect sizes of both variants were significantly larger in EOS compared with LOS. The odds ratio (OR) for rs529565, tagging O1, was 0.88 (95% confidence interval [CI]: 0.85-0.91) in EOS vs 0.96 (95% CI: 0.92-1.00) in LOS, and the OR for rs635634, tagging A1, was 1.16 (1.11-1.21) for EOS vs 1.05 (0.99-1.11) in LOS; p-values for interaction = 0.001 and 0.005, respectively. Using PRSs, we observed that greater genetic risk for VTE, another prothrombotic condition, was more strongly associated with EOS compared with LOS (p = 0.008). DISCUSSION: The ABO locus, genetically predicted blood group A, and higher genetic propensity for venous thrombosis are more strongly associated with EOS than with LOS, supporting a stronger role of prothrombotic factors in EOS.
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- 2022
7. Genome-wide meta-analyses reveal novel loci for verbal short-term memory and learning
- Author
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Lahti, J, Tuominen, S, Yang, Q, Pergola, G, Ahmad, S, Amin, N, Armstrong, NJ, Beiser, A, Bey, K, Bis, JC, Boerwinkle, E, Bressler, J, Campbell, A, Campbell, H, Chen, Q, Corley, J, Cox, SR, Davies, G, De Jager, PL, Derks, EM, Faul, JD, Fitzpatrick, AL, Fohner, AE, Ford, I, Fornage, M, Gerring, Z, Grabe, HJ, Grodstein, F, Gudnason, V, Simonsick, E, Holliday, EG, Joshi, PK, Kajantie, E, Kaprio, J, Karell, P, Kleineidam, L, Knol, MJ, Kochan, NA, Kwok, JB, Leber, M, Lam, M, Lee, T, Li, S, Loukola, A, Luck, T, Marioni, RE, Mather, KA, Medland, S, Mirza, SS, Nalls, MA, Nho, K, O'Donnell, A, Oldmeadow, C, Painter, J, Pattie, A, Reppermund, S, Risacher, SL, Rose, RJ, Sadashivaiah, V, Scholz, M, Satizabal, CL, Schofield, PW, Schraut, KE, Scott, RJ, Simino, J, Smith, AV, Smith, JA, Stott, DJ, Surakka, I, Teumer, A, Thalamuthu, A, Trompet, S, Turner, ST, van der Lee, SJ, Villringer, A, Voelker, U, Wilson, RS, Wittfeld, K, Vuoksimaa, E, Xia, R, Yaffe, K, Yu, L, Zare, H, Zhao, W, Ames, D, Attia, J, Bennett, DA, Brodaty, H, Chasman, DI, Goldman, AL, Hayward, C, Ikram, MA, Jukema, JW, Kardia, SLR, Lencz, T, Loeffler, M, Mattay, VS, Palotie, A, Psaty, BM, Ramirez, A, Ridker, PM, Riedel-Heller, SG, Sachdev, PS, Saykin, AJ, Scherer, M, Schofield, PR, Sidney, S, Starr, JM, Trollor, J, Ulrich, W, Wagner, M, Weir, DR, Wilson, JF, Wright, MJ, Weinberger, DR, Debette, S, Eriksson, JG, Mosley, TH, Launer, LJ, van Duijn, CM, Deary, IJ, Seshadri, S, Raikkonen, K, Lahti, J, Tuominen, S, Yang, Q, Pergola, G, Ahmad, S, Amin, N, Armstrong, NJ, Beiser, A, Bey, K, Bis, JC, Boerwinkle, E, Bressler, J, Campbell, A, Campbell, H, Chen, Q, Corley, J, Cox, SR, Davies, G, De Jager, PL, Derks, EM, Faul, JD, Fitzpatrick, AL, Fohner, AE, Ford, I, Fornage, M, Gerring, Z, Grabe, HJ, Grodstein, F, Gudnason, V, Simonsick, E, Holliday, EG, Joshi, PK, Kajantie, E, Kaprio, J, Karell, P, Kleineidam, L, Knol, MJ, Kochan, NA, Kwok, JB, Leber, M, Lam, M, Lee, T, Li, S, Loukola, A, Luck, T, Marioni, RE, Mather, KA, Medland, S, Mirza, SS, Nalls, MA, Nho, K, O'Donnell, A, Oldmeadow, C, Painter, J, Pattie, A, Reppermund, S, Risacher, SL, Rose, RJ, Sadashivaiah, V, Scholz, M, Satizabal, CL, Schofield, PW, Schraut, KE, Scott, RJ, Simino, J, Smith, AV, Smith, JA, Stott, DJ, Surakka, I, Teumer, A, Thalamuthu, A, Trompet, S, Turner, ST, van der Lee, SJ, Villringer, A, Voelker, U, Wilson, RS, Wittfeld, K, Vuoksimaa, E, Xia, R, Yaffe, K, Yu, L, Zare, H, Zhao, W, Ames, D, Attia, J, Bennett, DA, Brodaty, H, Chasman, DI, Goldman, AL, Hayward, C, Ikram, MA, Jukema, JW, Kardia, SLR, Lencz, T, Loeffler, M, Mattay, VS, Palotie, A, Psaty, BM, Ramirez, A, Ridker, PM, Riedel-Heller, SG, Sachdev, PS, Saykin, AJ, Scherer, M, Schofield, PR, Sidney, S, Starr, JM, Trollor, J, Ulrich, W, Wagner, M, Weir, DR, Wilson, JF, Wright, MJ, Weinberger, DR, Debette, S, Eriksson, JG, Mosley, TH, Launer, LJ, van Duijn, CM, Deary, IJ, Seshadri, S, and Raikkonen, K
- Abstract
Understanding the genomic basis of memory processes may help in combating neurodegenerative disorders. Hence, we examined the associations of common genetic variants with verbal short-term memory and verbal learning in adults without dementia or stroke (N = 53,637). We identified novel loci in the intronic region of CDH18, and at 13q21 and 3p21.1, as well as an expected signal in the APOE/APOC1/TOMM40 region. These results replicated in an independent sample. Functional and bioinformatic analyses supported many of these loci and further implicated POC1. We showed that polygenic score for verbal learning associated with brain activation in right parieto-occipital region during working memory task. Finally, we showed genetic correlations of these memory traits with several neurocognitive and health outcomes. Our findings suggest a role of several genomic loci in verbal memory processes.
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- 2022
8. Sex-dimorphic genetic effects and novel loci for fasting glucose and insulin variability
- Author
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Tove Fall, Anubha Mahajan, Dmitry Shungin, B. Balkau, Gerjan Navis, A. Metspalu, Anneli Pouta, Andrew A. Hicks, Ilja M. Nolte, Ian Ford, Aroon D. Hingorani, Stefan R Bornstein, Anuj Goel, Rona J. Strawbridge, Niek Verweij, Sarah H. Wild, Patricia B. Munroe, T.B. Harris, Jaana Lindström, Johnson Pcd., Nita G. Forouhi, Pierre Meneton, Patricia A. Peyser, Sarin A-P., Andrea Ganna, Timothy M. Frayling, Patrik K. E. Magnusson, Joanne M. Meyer, Yongmei Liu, Jeanette M. Stafford, Christian Herder, L Zudina, Maria G. Stathopoulou, May E. Montasser, Nicholas D. Hastie, Inês Barroso, Schwarz Peh., James B. Meigs, Perttu Salo, George Davey Smith, Gonneke Willemsen, Christopher J. Groves, Erik P A Van Iperen, M. A. Province, Veikko Salomaa, Naveed Sattar, Serena Sanna, Maria Dimitriou, Joop Jukema, Ulrika Krus, Albert V. Smith, Markku Laakso, James F. Wilson, George Nicholson, Loic Yengo, Tatijana Zemunik, Per Eriksson, Harold Snieder, Peter P. Pramstaller, Claudia Langenberg, R. Rauramaa, Alan R. Shuldiner, Pau Navarro, Veronique Vitart, Ross M. Fraser, Aaron Isaacs, C. Lecoeur, Jesper R. Gådin, Jackie F. Price, Letizia Marullo, L.F. Bielak, Sirkka Keinänen-Kiukaanniemi, Amélie Bonnefond, Michael Stumvoll, Alessia Faggian, Anke Tönjes, Tomohiro Tanaka, Wieland Kiess, Harry Campbell, Josée Dupuis, David Altshuler, João Fadista, Winfried März, G K Hovingh, Thomas Illig, Toby Johnson, H Grallert, Kari Stefansson, Reedik Mägi, Palmer Cna., de Geus Ejcn., Martina Müller-Nurasyid, Karen Kapur, Philippe Froguel, Dorret I. Boomsma, Anders Franco-Cereceda, Marcus E. Kleber, Boehnke M, Olga D. Carlson, Ozren Polasek, Andrew P. Morris, Alex S. F. Doney, Najaf Amin, Sara M. Willems, Vilmundur Gudnason, Jose C. Florez, Jeffery R. O'Connell, Nancy L. Pedersen, T. Saaristo, Wolffenbuttel Bhr., M. I. J. Uusitupa, Longda Jiang, Iva Miljkovic, James S. Pankow, Caroline Hayward, Hugh Watkins, Vasiliki Lagou, Johanna Kuusisto, Jaakko Tuomilehto, Alan F. Wright, Josephine M. Egan, Perry Jrb., C M van Duijn, Valeriya Lyssenko, Leif Groop, Stefania Bandinelli, Nigel W. Rayner, Tõnu Esko, Stela McLachlan, Momoko Horikoshi, Eric Boerwinkle, Rick Jansen, Richard N. Bergman, Gudmar Thorleifsson, Lyle J. Palmer, Vilmantas Giedraitis, Peter Kovacs, Nicholas J. Wareham, Luigi Ferrucci, N J Timpson, D Rybin, Anne U. Jackson, Tiinamaija Tuomi, Gonçalo R. Abecasis, Harst Pvd., Meena Kumari, Albert Hofman, Chiara Scapoli, Evelin Mihailov, Josine L. Min, Anders Hamsten, Hottenga J-J., Loos Rjf., Lars Lind, Ulf de Faire, Jaakko Kaprio, Guo Li, Beate St Pourcain, C Gieger, Amanda J. Bennett, Anna Ulrich, Nabila Bouatia-Naji, Satu Männistö, Antigone S. Dimas, Jarvelin M-R., Günther Silbernagel, F Karpe, A. Körner, David S. Siscovick, M Blüher, Rebecca J. Webster, Erik Ingelsson, Susan Campbell, Mika Kivimäki, Laura J. Rasmussen-Torvik, Heikki A. Koistinen, Sophie Visvikis-Siest, Bernhard O. Boehm, Inga Prokopenko, Ping An, Emmanouil T. Dermitzakis, Cecilia M. 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Lakka, Nicole Soranzo, Stavroula Kanoni, Bakker Sjl., Winkelmann Br, The Wellcome Trust Centre for Human Genetics [Oxford], University of Oxford [Oxford], Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Institute of Genomics [Tartu, Estonia], University of Tartu, Vrije Universiteit Amsterdam [Amsterdam] (VU), Vrije Universiteit Medical Centre (VUMC), Helmholtz-Zentrum München (HZM), University of Cambridge [UK] (CAM), Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M), Institut Pasteur de Lille, Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS), Paris-Centre de Recherche Cardiovasculaire (PARCC (UMR_S 970/ U970)), Hôpital Européen Georges Pompidou [APHP] (HEGP), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - 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Chan School of Public Health, John Radcliffe Hospital [Oxford University Hospital], Centre Hospitalier Universitaire Vaudois [Lausanne] (CHUV), Université de Genève (UNIGE), Big Data Institute, University of Surrey (UNIS), University of Bergen (UiB), Stanford School of Medicine [Stanford], Stanford Medicine, Stanford University-Stanford University, Stanford Cardiovascular Institute, University of Liverpool, University of Manchester [Manchester], Institute of Biochemistry and Genetics of Ufa Scientific Centre, Russian Academy of Sciences [Moscow] (RAS), Experimental Vascular Medicine, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, SIEST, Sofia, PreciDIAB Institute, the holistic approach of personal diabets care - - PreciDIAB2018 - ANR-18-IBHU-0001 - IBHU - VALID, Understanding the dynamic determinants of glucose homeostasis and social capability to promote Healthy and active aging - DYNAHEALTH - - H20202015-04-01 - 2019-03-31 - 633595 - VALID, Beyond the Genetics of Addiction - ADDICTION - - EC:FP7:ERC2011-12-01 - 2017-05-31 - 284167 - VALID, Rise of scientific excellence and collaboration for implementing personalised medicine in Estonia - ePerMed - - H20202016-01-01 - 2018-12-31 - 692145 - VALID, University of Oxford, Helmholtz Zentrum München = German Research Center for Environmental Health, Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M)), Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO)-Assistance publique - Hôpitaux de Paris (AP-HP) (AP-HP)-Hôpitaux Universitaires Paris Ouest - Hôpitaux Universitaires Île de France Ouest (HUPO)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité), Università degli Studi di Ferrara = University of Ferrara (UniFE), Université de Lausanne = University of Lausanne (UNIL), Karl-Franzens-Universität Graz, Johannes Gutenberg - Universität Mainz = Johannes Gutenberg University (JGU), Helsingin yliopisto = Helsingfors universitet = University of Helsinki-Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Helsingin yliopisto = Helsingfors universitet = University of Helsinki, Amsterdam UMC - Amsterdam University Medical Center, Nanyang Technological University [Singapour], Universität zu Lübeck = University of Lübeck [Lübeck], Laboratoire d'Informatique Médicale et Ingénierie des Connaissances en e-Santé (LIMICS), Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)-Université Sorbonne Paris Nord, Université de Genève = University of Geneva (UNIGE), ANR-18-IBHU-0001,PreciDIAB,PreciDIAB Institute, the holistic approach of personal diabets care(2018), European Project: 633595,H2020,H2020-PHC-2014-two-stage,DYNAHEALTH(2015), European Project: 284167,EC:FP7:ERC,ERC-2011-StG_20101124,ADDICTION(2011), European Project: 692145,H2020,H2020-TWINN-2015,ePerMed(2016), Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Functional Genomics, APH - Mental Health, Sociology and Social Gerontology, APH - Methodology, Hottenga, Jouke- Jan [0000-0002-5668-2368], Bouatia-Naji, Nabila [0000-0001-5424-2134], Jansen, Rick [0000-0002-3333-6737], Min, Josine L. [0000-0003-4456-9824], Faggian, Alessia [0000-0002-3799-9722], Bonnefond, Amélie [0000-0001-9976-3005], Isaacs, Aaron [0000-0001-5037-4834], Willems, Sara M. [0000-0002-6803-3007], Navarro, Pau [0000-0001-5576-8584], Jackson, Anne U. [0000-0002-9672-2547], Bielak, Lawrence F. [0000-0002-3443-8030], Saxena, Richa [0000-0003-2233-1065], Smith, Albert V. [0000-0003-1942-5845], Verweij, Niek [0000-0002-4303-7685], Goel, Anuj [0000-0003-2307-4021], Johnson, Paul C. D. [0000-0001-6663-7520], Strawbridge, Rona J. [0000-0001-8506-3585], Fall, Tove [0000-0003-2071-5866], Fraser, Ross M. [0000-0003-0488-2592], Kanoni, Stavroula [0000-0002-1691-9615], Giedraitis, Vilmantas [0000-0003-3423-2021], Kleber, Marcus E. [0000-0003-0663-7275], Müller-Nurasyid, Martina [0000-0003-3793-5910], Luan, Jian’an [0000-0003-3137-6337], Sanna, Serena [0000-0002-3768-1749], Nolte, Ilja M. [0000-0001-5047-4077], Zemunik, Tatijana [0000-0001-8120-2891], Kovacs, Peter [0000-0002-0290-5423], Wild, Sarah H. 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[0000-0003-1422-2993], Langenberg, Claudia [0000-0002-5017-7344], Männistö, Satu [0000-0002-8668-3046], Franks, Paul W. [0000-0002-0520-7604], Hayward, Caroline [0000-0002-9405-9550], Vitart, Veronique [0000-0002-4991-3797], Kaprio, Jaakko [0000-0002-3716-2455], Visvikis-Siest, Sophie [0000-0001-8104-8425], Altshuler, David [0000-0002-7250-4107], Rudan, Igor [0000-0001-6993-6884], van Duijn, Cornelia M. [0000-0002-2374-9204], Pramstaller, Peter P. [0000-0002-9831-8302], Boehnke, Michael [0000-0002-6442-7754], Frayling, Timothy M. [0000-0001-8362-2603], Peyser, Patricia A. [0000-0002-9717-8459], Harst, Pim van der [0000-0002-2713-686X], Smith, George Davey [0000-0002-1407-8314], Forouhi, Nita G. [0000-0002-5041-248X], Loos, Ruth J. F. [0000-0002-8532-5087], Salomaa, Veikko [0000-0001-7563-5324], Soranzo, Nicole [0000-0003-1095-3852], Boomsma, Dorret I. [0000-0002-7099-7972], Groop, Leif [0000-0002-0187-3263], Tuomi, Tiinamaija [0000-0002-8306-6202], Munroe, Patricia B. [0000-0002-4176-2947], Gudnason, Vilmundur [0000-0001-5696-0084], Lecoeur, Cecile [0000-0003-0075-6417], Jarvelin, Marjo-Riitta [0000-0002-2149-0630], Stefansson, Kari [0000-0003-1676-864X], Dermitzakis, Emmanouil T. [0000-0002-9302-6490], Lindgren, Cecilia M. [0000-0002-4903-9374], Froguel, Philippe [0000-0003-2972-0784], Kaakinen, Marika A. [0000-0002-9228-0462], Watanabe, Richard M. [0000-0003-1015-0531], Ingelsson, Erik [0000-0003-2256-6972], Dupuis, Josée [0000-0003-2871-3603], Barroso, Inês [0000-0001-5800-4520], Apollo - University of Cambridge Repository, Epidemiology, University Hospital Mannheim | Universitätsmedizin Mannheim, National Research Council of Italy | Consiglio Nazionale delle Ricerche (CNR), Universität Leipzig, Universiteit Leiden, Universität Heidelberg [Heidelberg] = Heidelberg University, Karl-Franzens-Universität [Graz, Autriche], Psychiatry, Amsterdam Neuroscience - Complex Trait Genetics, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, General practice, APH - Digital Health, Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), Life Course Epidemiology (LCE), Lifestyle Medicine (LM), Groningen Institute for Organ Transplantation (GIOT), Groningen Kidney Center (GKC), Center for Liver, Digestive and Metabolic Diseases (CLDM), Value, Affordability and Sustainability (VALUE), Cardiovascular Centre (CVC), Hottenga, Jouke-Jan [0000-0002-5668-2368], Min, Josine L [0000-0003-4456-9824], Willems, Sara M [0000-0002-6803-3007], Jackson, Anne U [0000-0002-9672-2547], Bielak, Lawrence F [0000-0002-3443-8030], Smith, Albert V [0000-0003-1942-5845], Johnson, Paul CD [0000-0001-6663-7520], Strawbridge, Rona J [0000-0001-8506-3585], Fraser, Ross M [0000-0003-0488-2592], Kleber, Marcus E [0000-0003-0663-7275], Luan, Jian'an [0000-0003-3137-6337], Nolte, Ilja M [0000-0001-5047-4077], Wild, Sarah H [0000-0001-7824-2569], Hicks, Andrew A [0000-0001-6320-0411], Koistinen, Heikki A [0000-0001-7870-070X], Bakker, Stephan JL [0000-0003-3356-6791], Palmer, Colin NA [0000-0002-6415-6560], Jukema, J Wouter [0000-0002-3246-8359], Magnusson, Patrik K [0000-0002-7315-7899], Wolffenbuttel, Bruce HR [0000-0001-9262-6921], Abecasis, Goncalo R [0000-0003-1509-1825], Meigs, James B [0000-0002-2439-2657], Wilson, James F [0000-0001-5751-9178], Schwarz, Peter EH [0000-0001-6317-7880], Boehm, Bernhard O [0000-0002-2706-7710], Wareham, Nicholas J [0000-0003-1422-2993], Franks, Paul W [0000-0002-0520-7604], van Duijn, Cornelia M [0000-0002-2374-9204], Pramstaller, Peter P [0000-0002-9831-8302], Frayling, Timothy M [0000-0001-8362-2603], Peyser, Patricia A [0000-0002-9717-8459], Forouhi, Nita G [0000-0002-5041-248X], Loos, Ruth JF [0000-0002-8532-5087], Boomsma, Dorret I [0000-0002-7099-7972], Munroe, Patricia B [0000-0002-4176-2947], Dermitzakis, Emmanouil T [0000-0002-9302-6490], Lindgren, Cecilia M [0000-0002-4903-9374], Kaakinen, Marika A [0000-0002-9228-0462], Watanabe, Richard M [0000-0003-1015-0531], Tampere University, Tays Research Services, Meta-Analyses of Glucose and Insulin-related traits Consortium (MAGIC), Fysiologie, RS: FHML MaCSBio, and RS: Carim - B01 Blood proteins & engineering
- Subjects
Male ,Anorexia Nervosa ,medicine.medical_treatment ,45/43 ,Insulin Resistance/genetics ,SUSCEPTIBILITY ,Quantitative trait ,Impaired glucose tolerance ,0302 clinical medicine ,Architecture ,LS2_1 ,IMPUTATION ,Insulin ,ComputingMilieux_MISCELLANEOUS ,Fasting ,Publisher Correction ,3. Good health ,[SDV] Life Sciences [q-bio] ,Kruppel-Like Transcription Factors/blood ,Endokrinologi och diabetes ,Science & Technology - Other Topics ,Adult ,Blood Glucose ,European Continental Ancestry Group ,Female ,Gene Expression ,Genetic Loci ,Genome-Wide Association Study ,Glucose Intolerance ,Humans ,Insulin Receptor Substrate Proteins ,Insulin Resistance ,Kruppel-Like Transcription Factors ,Middle Aged ,Phenotype ,Sex Characteristics ,Sex Factors ,Waist-Hip Ratio ,Sex characteristics ,medicine.medical_specialty ,Science ,631/208/205/2138 ,Endocrinology and Diabetes ,General Biochemistry, Genetics and Molecular Biology ,White People ,Gender-differences ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,692/53/2421 ,GLYCEMIC TRAITS ,GENOME-WIDE ASSOCIATION ,Glycemic ,GENDER-DIFFERENCES ,Science & Technology ,IDENTIFICATION ,692/699/2743/2815 ,Blood Glucose/metabolism ,Diagnostic markers ,medicine.disease ,Anorexia Nervosa/blood ,030104 developmental biology ,Endocrinology ,Glucose ,Insulin/blood ,Anorexia Nervosa/ethnology ,Anorexia Nervosa/genetics ,Anorexia Nervosa/physiopathology ,Fasting/blood ,Glucose Intolerance/blood ,Glucose Intolerance/ethnology ,Glucose Intolerance/genetics ,Glucose Intolerance/physiopathology ,Insulin Receptor Substrate Proteins/blood ,Insulin Receptor Substrate Proteins/genetics ,Kruppel-Like Transcription Factors/genetics ,0301 basic medicine ,Identification ,[SDV]Life Sciences [q-bio] ,General Physics and Astronomy ,Genome-wide association studies ,Waist–hip ratio ,LS4_5 ,RISK ,ARCHITECTURE ,Multidisciplinary ,article ,Type 2 diabetes ,Multidisciplinary Sciences ,MENDELIAN RANDOMIZATION ,Pre-diabetes ,Medical Genetics ,Risk ,PATHOPHYSIOLOGY ,030209 endocrinology & metabolism ,3121 Internal medicine ,692/163/2743/137/773 ,NO ,Insulin resistance ,Internal medicine ,Diabetes mellitus ,medicine ,Mendelian randomization ,631/208/480 ,Medicinsk genetik ,business.industry ,General Chemistry ,Impaired fasting glucose ,business - Abstract
Differences between sexes contribute to variation in the levels of fasting glucose and insulin. Epidemiological studies established a higher prevalence of impaired fasting glucose in men and impaired glucose tolerance in women, however, the genetic component underlying this phenomenon is not established. We assess sex-dimorphic (73,089/50,404 women and 67,506/47,806 men) and sex-combined (151,188/105,056 individuals) fasting glucose/fasting insulin genetic effects via genome-wide association study meta-analyses in individuals of European descent without diabetes. Here we report sex dimorphism in allelic effects on fasting insulin at IRS1 and ZNF12 loci, the latter showing higher RNA expression in whole blood in women compared to men. We also observe sex-homogeneous effects on fasting glucose at seven novel loci. Fasting insulin in women shows stronger genetic correlations than in men with waist-to-hip ratio and anorexia nervosa. Furthermore, waist-to-hip ratio is causally related to insulin resistance in women, but not in men. These results position dissection of metabolic and glycemic health sex dimorphism as a steppingstone for understanding differences in genetic effects between women and men in related phenotypes., Sex differences in fasting glucose and insulin have been identified, but the genetic loci underlying these differences have not. Here, the authors perform a meta-analysis of genome-wide association studies to detect sex-specific and sex-dimorphic loci associated with fasting glucose and insulin.
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- 2021
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9. Publisher Correction:Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals
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Surendran, P, Feofanova, EV, Lahrouchi, N, Ntalla, I, Karthikeyan, S, Cook, J, Chen, L, Mifsud, B, Yao, C, Kraja, AT, Cartwright, JH, Hellwege, JN, Giri, A, Tragante, V, Thorleifsson, G, Liu, DJ, Prins, BP, Stewart, ID, Cabrera, CP, Eales, JM, Akbarov, A, Auer, PL, Bielak, LF, Bis, JC, Braithwaite, VS, Brody, JA, Daw, EW, Warren, HR, Drenos, F, Nielsen, SF, Faul, JD, Fauman, EB, Fava, C, Ferreira, T, Foley, CN, Franceschini, N, Gao, H, Giannakopoulou, O, Giulianini, F, Gudbjartsson, DF, Guo, X, Harris, SE, Havulinna, AS, Helgadottir, A, Huffman, JE, Hwang, S-J, Kanoni, S, Kontto, J, Larson, MG, Li-Gao, R, Lindstrom, J, Lotta, LA, Lu, Y, Luan, J, Mahajan, A, Malerba, G, Masca, NGD, Mei, H, Menni, C, Mook-Kanamori, DO, Mosen-Ansorena, D, Muller-Nurasyid, M, Pare, G, Paul, DS, Perola, M, Poveda, A, Rauramaa, R, Richard, M, Richardson, TG, Sepulveda, N, Sim, X, Smith, AV, Smith, JA, Staley, JR, Stanakova, A, Sulem, P, Theriault, S, Thorsteinsdottir, U, Trompet, S, Varga, TV, Velez Edwards, DR, Veronesi, G, Weiss, S, Willems, SM, Yao, J, Young, R, Yu, B, Zhang, W, Zhao, J-H, Zhao, W, Evangelou, E, Aeschbacher, S, Asllanaj, E, Blankenberg, S, Bonnycastle, LL, Bork-Jensen, J, Brandslund, I, Braund, PS, Burgess, S, Cho, K, Christensen, C, Connell, J, De Mutsert, R, Dominiczak, AF, Dorr, M, Eiriksdottir, G, Farmaki, A-E, Gaziano, JM, Grarup, N, Grove, ML, Hallmans, G, Hansen, T, Have, CT, Heiss, G, Jorgensen, ME, Jousilahti, P, Kajantie, E, Kamat, M, Karajamaki, A, Karpe, F, Koistinen, HA, Kovesdy, CP, Kuulasmaa, K, Laatikainen, I, Lannfelt, L, Lee, I-T, Lee, W-J, Linneberg, A, Martin, LW, Moitry, M, Nadkarni, G, Neville, MJ, Palmer, CNA, Papanicolaou, GJ, Pedersen, O, Peters, J, Poulter, N, Rasheed, A, Rasmussen, KL, Rayner, NW, Magi, R, Renstrom, F, Rettig, R, Rossouw, J, Schreiner, PJ, Sever, PS, Sigurdsson, EL, Skaaby, T, Sun, YV, Sundstrom, J, Thorgeirsson, G, Esko, T, Trabetti, E, Tsao, PS, Tuomi, T, Turner, ST, Tzoulaki, I, Vaartjes, I, Vergnaud, A-C, Willer, CJ, Wilson, PWF, Witte, DR, Yonova-Doing, E, Zhang, H, Aliya, N, Almgren, P, Amouyel, P, Asselbergs, FW, Barnes, MR, Blakemore, AI, Boehnke, M, Bots, ML, Bottinger, EP, Buring, JE, Chambers, JC, Chen, Y-DI, Chowdhury, R, Conen, D, Correa, A, Davey Smith, G, Boer, RAD, Deary, IJ, Dedoussis, G, Deloukas, P, Di Angelantonio, E, Elliott, P, Felix, SB, Ferrieres, J, Ford, I, Fornage, M, Franks, PW, Franks, S, Frossard, P, Gambaro, G, Gaunt, TR, Groop, L, Gudnason, V, Harris, TB, Hayward, C, Hennig, BJ, Herzig, K-H, Ingelsson, E, Tuomilehto, J, Jarvelin, M-R, Jukema, JW, Kardia, SLR, Kee, F, Kooner, JS, Kooperberg, C, Launer, LJ, Lind, L, Loos, RJF, Majumder, AAS, Laakso, M, McCarthy, MI, Melander, O, Mohlke, KL, Murray, AD, Nordestgaard, BG, Orho-Melander, M, Packard, CJ, Padmanabhan, S, Palmas, W, Polasek, O, Porteous, DJ, Prentice, AM, Province, MA, Relton, CL, Rice, K, Ridker, PM, Rolandsson, O, Rosendaal, FR, Rotter, JI, Rudan, I, Salomaa, V, Samani, NJ, Sattar, N, Sheu, WH-H, Smith, BH, Soranzo, N, Spector, TD, Starr, JM, Sebert, S, Taylor, KD, Lakka, TA, Timpson, NJ, Tobin, MD, Van der Harst, P, Van der Meer, P, Ramachandran, VS, Verweij, N, Virtamo, J, Volker, U, Weir, DR, Zeggini, E, Charchar, FJ, Wareham, NJ, Langenberg, C, Tomaszewski, M, Butterworth, AS, Caulfield, MJ, Danesh, J, Edwards, TL, Holm, H, Hung, AM, Lindgren, CM, Liu, C, Manning, AK, Morris, AP, Morrison, AC, O'Donnell, CJ, Psaty, BM, Saleheen, D, Stefansson, K, Boerwinkle, E, Chasman, DI, Levy, D, Newton-Cheh, C, Munroe, PB, Howson, JMM, and United Kingdom Research and Innovation
- Subjects
Genetics & Heredity ,Understanding Society Scientific Group ,Science & Technology ,business.industry ,Published Erratum ,Million Veteran Program ,MEDLINE ,Computational biology ,06 Biological Sciences ,Biology ,Blood pressure ,Text mining ,Meta-analysis ,EPIC-InterAct ,Genetics ,ComputingMethodologies_DOCUMENTANDTEXTPROCESSING ,business ,Life Sciences & Biomedicine ,EPIC-CVD ,11 Medical and Health Sciences ,LifeLines Cohort Study ,Developmental Biology - Abstract
In the version of this article originally published, the e-mail address of corresponding author Patricia B. Munroe was incorrect. The error has been corrected in the HTML and PDF versions of the article.
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- 2021
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10. Genetic insights into biological mechanisms governing human ovarian ageing
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Ruth, KS, Day, FR, Hussain, J, Martinez-Marchal, A, Aiken, CE, Azad, A, Thompson, DJ, Knoblochova, L, Abe, H, Tarry-Adkins, JL, Gonzalez, JM, Fontanillas, P, Claringbould, A, Bakker, OB, Sulem, P, Walters, RG, Terao, C, Turon, S, Horikoshi, M, Lin, K, Onland-Moret, NC, Sankar, A, Hertz, EPT, Timshel, PN, Shukla, V, Borup, R, Olsen, KW, Aguilera, P, Ferrer-Roda, M, Huang, Y, Stankovic, S, Timmers, PRHJ, Ahearn, TU, Alizadeh, BZ, Naderi, E, Andrulis, IL, Arnold, AM, Aronson, KJ, Augustinsson, A, Bandinelli, S, Barbieri, CM, Beaumont, RN, Becher, H, Beckmann, MW, Benonisdottir, S, Bergmann, S, Bochud, M, Boerwinkle, E, Bojesen, SE, Bolla, MK, Boomsma, DI, Bowker, N, Brody, JA, Broer, L, Buring, JE, Campbell, A, Campbell, H, Castelao, JE, Catamo, E, Chanock, SJ, Chenevix-Trench, G, Ciullo, M, Corre, T, Couch, FJ, Cox, A, Crisponi, L, Cross, SS, Cucca, F, Czene, K, Smith, GD, de Geus, EJCN, de Mutsert, R, De Vivo, I, Demerath, EW, Dennis, J, Dunning, AM, Dwek, M, Eriksson, M, Esko, T, Fasching, PA, Faul, JD, Ferrucci, L, Franceschini, N, Frayling, TM, Gago-Dominguez, M, Mezzavilla, M, Garcia-Closas, M, Gieger, C, Giles, GG, Grallert, H, Gudbjartsson, DF, Gudnason, V, Guenel, P, Haiman, CA, Hakansson, N, Hall, P, Hayward, C, He, C, He, W, Heiss, G, Hoffding, MK, Hopper, JL, Hottenga, JJ, Hu, F, Hunter, D, Ikram, MA, Jackson, RD, Joaquim, MDR, John, EM, Joshi, PK, Karasik, D, Kardia, SLR, Kartsonaki, C, Karlsson, R, Kitahara, CM, Kolcic, I, Kooperberg, C, Kraft, P, Kurian, AW, Kutalik, Z, La Bianca, M, LaChance, G, Langenberg, C, Launer, LJ, Laven, JSE, Lawlor, DA, Le Marchand, L, Li, J, Lindblom, A, Lindstrom, S, Lindstrom, T, Linet, M, Liu, Y, Liu, S, Luan, J, Magi, R, Magnusson, PKE, Mangino, M, Mannermaa, A, Marco, B, Marten, J, Martin, NG, Mbarek, H, McKnight, B, Medland, SE, Meisinger, C, Meitinger, T, Menni, C, Metspalu, A, Milani, L, Milne, RL, Montgomery, GW, Mook-Kanamori, DO, Mulas, A, Mulligan, AM, Murray, A, Nalls, MA, Newman, A, Noordam, R, Nutile, T, Nyholt, DR, Olshan, AF, Olsson, H, Painter, JN, Patel, AV, Pedersen, NL, Perjakova, N, Peters, A, Peters, U, Pharoah, PDP, Polasek, O, Porcu, E, Psaty, BM, Rahman, I, Rennert, G, Rennert, HS, Ridker, PM, Ring, SM, Robino, A, Rose, LM, Rosendaal, FR, Rossouw, J, Rudan, I, Rueedi, R, Ruggiero, D, Sala, CF, Saloustros, E, Sandler, DP, Sanna, S, Sawyer, EJ, Sarnowski, C, Schlessinger, D, Schmidt, MK, Schoemaker, MJ, Schraut, KE, Scott, C, Shekari, S, Shrikhande, A, Smith, AV, Smith, BH, Smith, JA, Sorice, R, Southey, MC, Spector, TD, Spinelli, JJ, Stampfer, M, Stoeckl, D, van Meurs, JBJ, Strauch, K, Styrkarsdottir, U, Swerdlow, AJ, Tanaka, T, Teras, LR, Teumer, A, thorsteinsdottir, U, Timpson, NJ, Toniolo, D, Traglia, M, Troester, MA, Truong, T, Tyrrell, J, Uitterlinden, AG, Ulivi, S, Vachon, CM, Vitart, V, Voelker, U, Vollenweider, P, Voelzke, H, Wang, Q, Wareham, NJ, Weinberg, CR, Weir, DR, Wilcox, AN, van Dijk, KW, Willemsen, G, Wilson, JF, Wolffenbuttel, BHR, Wolk, A, Wood, AR, Zhao, W, Zygmunt, M, Chen, Z, Li, L, Franke, L, Burgess, S, Deelen, P, Pers, TH, Grondahl, ML, Andersen, CY, Pujol, A, Lopez-Contreras, AJ, Daniel, JA, Stefansson, K, Chang-Claude, J, van der Schouw, YT, Lunetta, KL, Chasman, DI, Easton, DF, Visser, JA, Ozanne, SE, Namekawa, SH, Solc, P, Murabito, JM, Ong, KK, Hoffmann, ER, Roig, I, Perry, JRB, Ruth, KS, Day, FR, Hussain, J, Martinez-Marchal, A, Aiken, CE, Azad, A, Thompson, DJ, Knoblochova, L, Abe, H, Tarry-Adkins, JL, Gonzalez, JM, Fontanillas, P, Claringbould, A, Bakker, OB, Sulem, P, Walters, RG, Terao, C, Turon, S, Horikoshi, M, Lin, K, Onland-Moret, NC, Sankar, A, Hertz, EPT, Timshel, PN, Shukla, V, Borup, R, Olsen, KW, Aguilera, P, Ferrer-Roda, M, Huang, Y, Stankovic, S, Timmers, PRHJ, Ahearn, TU, Alizadeh, BZ, Naderi, E, Andrulis, IL, Arnold, AM, Aronson, KJ, Augustinsson, A, Bandinelli, S, Barbieri, CM, Beaumont, RN, Becher, H, Beckmann, MW, Benonisdottir, S, Bergmann, S, Bochud, M, Boerwinkle, E, Bojesen, SE, Bolla, MK, Boomsma, DI, Bowker, N, Brody, JA, Broer, L, Buring, JE, Campbell, A, Campbell, H, Castelao, JE, Catamo, E, Chanock, SJ, Chenevix-Trench, G, Ciullo, M, Corre, T, Couch, FJ, Cox, A, Crisponi, L, Cross, SS, Cucca, F, Czene, K, Smith, GD, de Geus, EJCN, de Mutsert, R, De Vivo, I, Demerath, EW, Dennis, J, Dunning, AM, Dwek, M, Eriksson, M, Esko, T, Fasching, PA, Faul, JD, Ferrucci, L, Franceschini, N, Frayling, TM, Gago-Dominguez, M, Mezzavilla, M, Garcia-Closas, M, Gieger, C, Giles, GG, Grallert, H, Gudbjartsson, DF, Gudnason, V, Guenel, P, Haiman, CA, Hakansson, N, Hall, P, Hayward, C, He, C, He, W, Heiss, G, Hoffding, MK, Hopper, JL, Hottenga, JJ, Hu, F, Hunter, D, Ikram, MA, Jackson, RD, Joaquim, MDR, John, EM, Joshi, PK, Karasik, D, Kardia, SLR, Kartsonaki, C, Karlsson, R, Kitahara, CM, Kolcic, I, Kooperberg, C, Kraft, P, Kurian, AW, Kutalik, Z, La Bianca, M, LaChance, G, Langenberg, C, Launer, LJ, Laven, JSE, Lawlor, DA, Le Marchand, L, Li, J, Lindblom, A, Lindstrom, S, Lindstrom, T, Linet, M, Liu, Y, Liu, S, Luan, J, Magi, R, Magnusson, PKE, Mangino, M, Mannermaa, A, Marco, B, Marten, J, Martin, NG, Mbarek, H, McKnight, B, Medland, SE, Meisinger, C, Meitinger, T, Menni, C, Metspalu, A, Milani, L, Milne, RL, Montgomery, GW, Mook-Kanamori, DO, Mulas, A, Mulligan, AM, Murray, A, Nalls, MA, Newman, A, Noordam, R, Nutile, T, Nyholt, DR, Olshan, AF, Olsson, H, Painter, JN, Patel, AV, Pedersen, NL, Perjakova, N, Peters, A, Peters, U, Pharoah, PDP, Polasek, O, Porcu, E, Psaty, BM, Rahman, I, Rennert, G, Rennert, HS, Ridker, PM, Ring, SM, Robino, A, Rose, LM, Rosendaal, FR, Rossouw, J, Rudan, I, Rueedi, R, Ruggiero, D, Sala, CF, Saloustros, E, Sandler, DP, Sanna, S, Sawyer, EJ, Sarnowski, C, Schlessinger, D, Schmidt, MK, Schoemaker, MJ, Schraut, KE, Scott, C, Shekari, S, Shrikhande, A, Smith, AV, Smith, BH, Smith, JA, Sorice, R, Southey, MC, Spector, TD, Spinelli, JJ, Stampfer, M, Stoeckl, D, van Meurs, JBJ, Strauch, K, Styrkarsdottir, U, Swerdlow, AJ, Tanaka, T, Teras, LR, Teumer, A, thorsteinsdottir, U, Timpson, NJ, Toniolo, D, Traglia, M, Troester, MA, Truong, T, Tyrrell, J, Uitterlinden, AG, Ulivi, S, Vachon, CM, Vitart, V, Voelker, U, Vollenweider, P, Voelzke, H, Wang, Q, Wareham, NJ, Weinberg, CR, Weir, DR, Wilcox, AN, van Dijk, KW, Willemsen, G, Wilson, JF, Wolffenbuttel, BHR, Wolk, A, Wood, AR, Zhao, W, Zygmunt, M, Chen, Z, Li, L, Franke, L, Burgess, S, Deelen, P, Pers, TH, Grondahl, ML, Andersen, CY, Pujol, A, Lopez-Contreras, AJ, Daniel, JA, Stefansson, K, Chang-Claude, J, van der Schouw, YT, Lunetta, KL, Chasman, DI, Easton, DF, Visser, JA, Ozanne, SE, Namekawa, SH, Solc, P, Murabito, JM, Ong, KK, Hoffmann, ER, Roig, I, and Perry, JRB
- Abstract
Reproductive longevity is essential for fertility and influences healthy ageing in women1,2, but insights into its underlying biological mechanisms and treatments to preserve it are limited. Here we identify 290 genetic determinants of ovarian ageing, assessed using normal variation in age at natural menopause (ANM) in about 200,000 women of European ancestry. These common alleles were associated with clinical extremes of ANM; women in the top 1% of genetic susceptibility have an equivalent risk of premature ovarian insufficiency to those carrying monogenic FMR1 premutations3. The identified loci implicate a broad range of DNA damage response (DDR) processes and include loss-of-function variants in key DDR-associated genes. Integration with experimental models demonstrates that these DDR processes act across the life-course to shape the ovarian reserve and its rate of depletion. Furthermore, we demonstrate that experimental manipulation of DDR pathways highlighted by human genetics increases fertility and extends reproductive life in mice. Causal inference analyses using the identified genetic variants indicate that extending reproductive life in women improves bone health and reduces risk of type 2 diabetes, but increases the risk of hormone-sensitive cancers. These findings provide insight into the mechanisms that govern ovarian ageing, when they act, and how they might be targeted by therapeutic approaches to extend fertility and prevent disease.
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- 2021
11. Genome-wide association studies identify 137 genetic loci for DNA methylation biomarkers of aging
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McCartney, DL, Min, JL, Richmond, RC, Lu, AT, Sobczyk, MK, Davies, G, Broer, L, Guo, X, Jeong, A, Jung, J, Kasela, S, Katrinli, S, Kuo, P-L, Matias-Garcia, PR, Mishra, PP, Nygaard, M, Palviainen, T, Patki, A, Raffield, LM, Ratliff, SM, Richardson, TG, Robinson, O, Soerensen, M, Sun, D, Tsai, P-C, van der Zee, MD, Walker, RM, Wang, X, Wang, Y, Xia, R, Xu, Z, Yao, J, Zhao, W, Correa, A, Boerwinkle, E, Dugue, P-A, Durda, P, Elliott, HR, Gieger, C, de Geus, EJC, Harris, SE, Hemani, G, Imboden, M, Kahonen, M, Kardia, SLR, Kresovich, JK, Li, S, Lunetta, KL, Mangino, M, Mason, D, McIntosh, AM, Mengel-From, J, Moore, AZ, Murabito, JM, Ollikainen, M, Pankow, JS, Pedersen, NL, Peters, A, Polidoro, S, Porteous, DJ, Raitakari, O, Rich, SS, Sandler, DP, Sillanpaa, E, Smith, AK, Southey, MC, Strauch, K, Tiwari, H, Tanaka, T, Tillin, T, Uitterlinden, AG, van den Berg, DJ, van Dongen, J, Wilson, JG, Wright, J, Yet, I, Arnett, D, Bandinelli, S, Bell, JT, Binder, AM, Boomsma, DI, Chen, W, Christensen, K, Conneely, KN, Elliott, P, Ferrucci, L, Fornage, M, Hagg, S, Hayward, C, Irvin, M, Kaprio, J, Lawlor, DA, Lehtimaki, T, Lohoff, FW, Milani, L, Milne, RL, Probst-Hensch, N, Reiner, AP, Ritz, B, Rotter, J, Smith, JA, Taylor, JA, van Meurs, JBJ, Vineis, P, Waldenberger, M, Deary, IJ, Relton, CL, Horvath, S, Marioni, RE, McCartney, DL, Min, JL, Richmond, RC, Lu, AT, Sobczyk, MK, Davies, G, Broer, L, Guo, X, Jeong, A, Jung, J, Kasela, S, Katrinli, S, Kuo, P-L, Matias-Garcia, PR, Mishra, PP, Nygaard, M, Palviainen, T, Patki, A, Raffield, LM, Ratliff, SM, Richardson, TG, Robinson, O, Soerensen, M, Sun, D, Tsai, P-C, van der Zee, MD, Walker, RM, Wang, X, Wang, Y, Xia, R, Xu, Z, Yao, J, Zhao, W, Correa, A, Boerwinkle, E, Dugue, P-A, Durda, P, Elliott, HR, Gieger, C, de Geus, EJC, Harris, SE, Hemani, G, Imboden, M, Kahonen, M, Kardia, SLR, Kresovich, JK, Li, S, Lunetta, KL, Mangino, M, Mason, D, McIntosh, AM, Mengel-From, J, Moore, AZ, Murabito, JM, Ollikainen, M, Pankow, JS, Pedersen, NL, Peters, A, Polidoro, S, Porteous, DJ, Raitakari, O, Rich, SS, Sandler, DP, Sillanpaa, E, Smith, AK, Southey, MC, Strauch, K, Tiwari, H, Tanaka, T, Tillin, T, Uitterlinden, AG, van den Berg, DJ, van Dongen, J, Wilson, JG, Wright, J, Yet, I, Arnett, D, Bandinelli, S, Bell, JT, Binder, AM, Boomsma, DI, Chen, W, Christensen, K, Conneely, KN, Elliott, P, Ferrucci, L, Fornage, M, Hagg, S, Hayward, C, Irvin, M, Kaprio, J, Lawlor, DA, Lehtimaki, T, Lohoff, FW, Milani, L, Milne, RL, Probst-Hensch, N, Reiner, AP, Ritz, B, Rotter, J, Smith, JA, Taylor, JA, van Meurs, JBJ, Vineis, P, Waldenberger, M, Deary, IJ, Relton, CL, Horvath, S, and Marioni, RE
- Abstract
BACKGROUND: Biological aging estimators derived from DNA methylation data are heritable and correlate with morbidity and mortality. Consequently, identification of genetic and environmental contributors to the variation in these measures in populations has become a major goal in the field. RESULTS: Leveraging DNA methylation and SNP data from more than 40,000 individuals, we identify 137 genome-wide significant loci, of which 113 are novel, from genome-wide association study (GWAS) meta-analyses of four epigenetic clocks and epigenetic surrogate markers for granulocyte proportions and plasminogen activator inhibitor 1 levels, respectively. We find evidence for shared genetic loci associated with the Horvath clock and expression of transcripts encoding genes linked to lipid metabolism and immune function. Notably, these loci are independent of those reported to regulate DNA methylation levels at constituent clock CpGs. A polygenic score for GrimAge acceleration showed strong associations with adiposity-related traits, educational attainment, parental longevity, and C-reactive protein levels. CONCLUSION: This study illuminates the genetic architecture underlying epigenetic aging and its shared genetic contributions with lifestyle factors and longevity.
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- 2021
12. Discovery of rare variants associated with blood pressure regulation through meta-analysis of 1.3 million individuals
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Surendran, P, Feofanova, E, Lahrouchi, N, Ntalla, I, Karthikeyan, S, Cook, J, Chen, L, Mifsud, B, Yao, C, Kraja, AT, Cartwright, JH, Hellwege, JN, Giri, A, Tragante, V, Thorleifsson, G, Liu, DJ, Prins, BP, Stewart, ID, Cabrera, CP, Eales, JM, Akbarov, A, Auer, PL, Bielak, LF, Bis, JC, Braithwaite, VS, Brody, JA, Daw, EW, Warren, HR, Drenos, F, Nielsen, SF, Faul, JD, Fauman, EB, Fava, C, Ferreira, T, Foley, CN, Franceschini, N, Gao, H, Giannakopoulou, O, Giulianini, F, Gudbjartsson, DF, Guo, X, Harris, SE, Havulinna, AS, Helgadottir, A, Huffman, JE, Hwang, S-J, Kanoni, S, Kontto, J, Larson, MG, Li-Gao, R, Lindstrom, J, Lotta, LA, Lu, Y, Luan, J, Mahajan, A, Malerba, G, Masca, NGD, Mei, H, Menni, C, Mook-Kanamori, DO, Mosen-Ansorena, D, Muller-Nurasyid, M, Pare, G, Paul, DS, Perola, M, Poveda, A, Rauramaa, R, Richard, M, Richardson, TG, Sepulveda, N, Sim, X, Smith, A, Smith, JA, Staley, JR, Stanakova, A, Sulem, P, Theriault, S, Thorsteinsdottir, U, Trompet, S, Varga, TV, Edwards, DRV, Veronesi, G, Weiss, S, Willems, SM, Yao, J, Young, R, Yu, B, Zhang, W, Zhao, J-H, Zhao, W, Evangelou, E, Aeschbacher, S, Asllanaj, E, Blankenberg, S, Bonnycastle, LL, Bork-Jensen, J, Brandslund, I, Braund, PS, Burgess, S, Cho, K, Christensen, C, Connell, J, de Mutsert, R, Dominiczak, AF, Dorr, M, Eiriksdottir, G, Farmaki, A-E, Gaziano, JM, Grarup, N, Grove, ML, Hallmans, G, Hansen, T, Have, CT, Heiss, G, Jorgensen, ME, Jousilahti, P, Kajantie, E, Kamat, M, Karajamaki, A, Karpe, F, Koistinen, HA, Kovesdy, CP, Kuulasmaa, K, Laatikainen, T, Lannfelt, L, Lee, I-T, Lee, W-J, Linneberg, A, Martin, LW, Moitry, M, Nadkarni, G, Neville, MJ, Palmer, CNA, Papanicolaou, GJ, Pedersen, O, Peters, J, Poulter, N, Rasheed, A, Rasmussen, KL, Rayner, NW, Magi, R, Renstrom, F, Rettig, R, Rossouw, J, Schreiner, PJ, Sever, PS, Sigurdsson, EL, Skaaby, T, Sun, Y, Sundstrom, J, Thorgeirsson, G, Esko, T, Trabetti, E, Tsao, PS, Tuomi, T, Turner, ST, Tzoulaki, I, Vaartjes, I, Vergnaud, A-C, Willer, CJ, Wilson, PWF, Witte, DR, Yonova-Doing, E, Zhang, H, Aliya, N, Almgren, P, Amouyel, P, Asselbergs, FW, Barnes, MR, Blakemore, A, Boehnke, M, Bots, ML, Bottinger, EP, Buring, JE, Chambers, JC, Chen, Y-DI, Chowdhury, R, Conen, D, Correa, A, Smith, GD, de Boer, RA, Deary, IJ, Dedoussis, G, Deloukas, P, Di Angelantonio, E, Elliott, P, Felix, SB, Ferrieres, J, Ford, I, Fornage, M, Franks, PW, Franks, S, Frossard, P, Gambaro, G, Gaunt, TR, Groop, L, Gudnason, V, Harris, TB, Hayward, C, Hennig, BJ, Herzig, K-H, Ingelsson, E, Tuomilehto, J, Jarvelin, M-R, Jukema, JW, Kardia, SLR, Kee, F, Kooner, JS, Kooperberg, C, Launer, LJ, Lind, L, Loos, RJF, Majumder, AAS, Laakso, M, McCarthy, M, Melander, O, Mohlke, KL, Murray, AD, Nordestgaard, BG, Orho-Melander, M, Packard, CJ, Padmanabhan, S, Palmas, W, Polasek, O, Porteous, DJ, Prentice, AM, Province, MA, Relton, CL, Rice, K, Ridker, PM, Rolandsson, O, Rosendaal, FR, Rotter, J, Rudan, I, Salomaa, V, Samani, NJ, Sattar, N, Sheu, WH-H, Smith, BH, Soranzo, N, Spector, TD, Starr, JM, Sebert, S, Taylor, KD, Lakka, TA, Timpson, NJ, Tobin, MD, van der Harst, P, van der Meer, P, Ramachandran, VS, Verweij, N, Virtamo, J, Volker, U, Weir, DR, Zeggini, E, Charchar, FJ, Wareham, NJ, Langenberg, C, Tomaszewski, M, Butterworth, AS, Caulfield, MJ, Danesh, J, Edwards, TL, Holm, H, Hung, AM, Lindgren, CM, Liu, C, Manning, AK, Morris, AP, Morrison, AC, O'Donnell, CJ, Psaty, BM, Saleheen, D, Stefansson, K, Boerwinkle, E, Chasman, D, Levy, D, Newton-Cheh, C, Munroe, PB, Howson, JMM, Surendran, P, Feofanova, E, Lahrouchi, N, Ntalla, I, Karthikeyan, S, Cook, J, Chen, L, Mifsud, B, Yao, C, Kraja, AT, Cartwright, JH, Hellwege, JN, Giri, A, Tragante, V, Thorleifsson, G, Liu, DJ, Prins, BP, Stewart, ID, Cabrera, CP, Eales, JM, Akbarov, A, Auer, PL, Bielak, LF, Bis, JC, Braithwaite, VS, Brody, JA, Daw, EW, Warren, HR, Drenos, F, Nielsen, SF, Faul, JD, Fauman, EB, Fava, C, Ferreira, T, Foley, CN, Franceschini, N, Gao, H, Giannakopoulou, O, Giulianini, F, Gudbjartsson, DF, Guo, X, Harris, SE, Havulinna, AS, Helgadottir, A, Huffman, JE, Hwang, S-J, Kanoni, S, Kontto, J, Larson, MG, Li-Gao, R, Lindstrom, J, Lotta, LA, Lu, Y, Luan, J, Mahajan, A, Malerba, G, Masca, NGD, Mei, H, Menni, C, Mook-Kanamori, DO, Mosen-Ansorena, D, Muller-Nurasyid, M, Pare, G, Paul, DS, Perola, M, Poveda, A, Rauramaa, R, Richard, M, Richardson, TG, Sepulveda, N, Sim, X, Smith, A, Smith, JA, Staley, JR, Stanakova, A, Sulem, P, Theriault, S, Thorsteinsdottir, U, Trompet, S, Varga, TV, Edwards, DRV, Veronesi, G, Weiss, S, Willems, SM, Yao, J, Young, R, Yu, B, Zhang, W, Zhao, J-H, Zhao, W, Evangelou, E, Aeschbacher, S, Asllanaj, E, Blankenberg, S, Bonnycastle, LL, Bork-Jensen, J, Brandslund, I, Braund, PS, Burgess, S, Cho, K, Christensen, C, Connell, J, de Mutsert, R, Dominiczak, AF, Dorr, M, Eiriksdottir, G, Farmaki, A-E, Gaziano, JM, Grarup, N, Grove, ML, Hallmans, G, Hansen, T, Have, CT, Heiss, G, Jorgensen, ME, Jousilahti, P, Kajantie, E, Kamat, M, Karajamaki, A, Karpe, F, Koistinen, HA, Kovesdy, CP, Kuulasmaa, K, Laatikainen, T, Lannfelt, L, Lee, I-T, Lee, W-J, Linneberg, A, Martin, LW, Moitry, M, Nadkarni, G, Neville, MJ, Palmer, CNA, Papanicolaou, GJ, Pedersen, O, Peters, J, Poulter, N, Rasheed, A, Rasmussen, KL, Rayner, NW, Magi, R, Renstrom, F, Rettig, R, Rossouw, J, Schreiner, PJ, Sever, PS, Sigurdsson, EL, Skaaby, T, Sun, Y, Sundstrom, J, Thorgeirsson, G, Esko, T, Trabetti, E, Tsao, PS, Tuomi, T, Turner, ST, Tzoulaki, I, Vaartjes, I, Vergnaud, A-C, Willer, CJ, Wilson, PWF, Witte, DR, Yonova-Doing, E, Zhang, H, Aliya, N, Almgren, P, Amouyel, P, Asselbergs, FW, Barnes, MR, Blakemore, A, Boehnke, M, Bots, ML, Bottinger, EP, Buring, JE, Chambers, JC, Chen, Y-DI, Chowdhury, R, Conen, D, Correa, A, Smith, GD, de Boer, RA, Deary, IJ, Dedoussis, G, Deloukas, P, Di Angelantonio, E, Elliott, P, Felix, SB, Ferrieres, J, Ford, I, Fornage, M, Franks, PW, Franks, S, Frossard, P, Gambaro, G, Gaunt, TR, Groop, L, Gudnason, V, Harris, TB, Hayward, C, Hennig, BJ, Herzig, K-H, Ingelsson, E, Tuomilehto, J, Jarvelin, M-R, Jukema, JW, Kardia, SLR, Kee, F, Kooner, JS, Kooperberg, C, Launer, LJ, Lind, L, Loos, RJF, Majumder, AAS, Laakso, M, McCarthy, M, Melander, O, Mohlke, KL, Murray, AD, Nordestgaard, BG, Orho-Melander, M, Packard, CJ, Padmanabhan, S, Palmas, W, Polasek, O, Porteous, DJ, Prentice, AM, Province, MA, Relton, CL, Rice, K, Ridker, PM, Rolandsson, O, Rosendaal, FR, Rotter, J, Rudan, I, Salomaa, V, Samani, NJ, Sattar, N, Sheu, WH-H, Smith, BH, Soranzo, N, Spector, TD, Starr, JM, Sebert, S, Taylor, KD, Lakka, TA, Timpson, NJ, Tobin, MD, van der Harst, P, van der Meer, P, Ramachandran, VS, Verweij, N, Virtamo, J, Volker, U, Weir, DR, Zeggini, E, Charchar, FJ, Wareham, NJ, Langenberg, C, Tomaszewski, M, Butterworth, AS, Caulfield, MJ, Danesh, J, Edwards, TL, Holm, H, Hung, AM, Lindgren, CM, Liu, C, Manning, AK, Morris, AP, Morrison, AC, O'Donnell, CJ, Psaty, BM, Saleheen, D, Stefansson, K, Boerwinkle, E, Chasman, D, Levy, D, Newton-Cheh, C, Munroe, PB, and Howson, JMM
- Abstract
Genetic studies of blood pressure (BP) to date have mainly analyzed common variants (minor allele frequency > 0.05). In a meta-analysis of up to ~1.3 million participants, we discovered 106 new BP-associated genomic regions and 87 rare (minor allele frequency ≤ 0.01) variant BP associations (P < 5 × 10-8), of which 32 were in new BP-associated loci and 55 were independent BP-associated single-nucleotide variants within known BP-associated regions. Average effects of rare variants (44% coding) were ~8 times larger than common variant effects and indicate potential candidate causal genes at new and known loci (for example, GATA5 and PLCB3). BP-associated variants (including rare and common) were enriched in regions of active chromatin in fetal tissues, potentially linking fetal development with BP regulation in later life. Multivariable Mendelian randomization suggested possible inverse effects of elevated systolic and diastolic BP on large artery stroke. Our study demonstrates the utility of rare-variant analyses for identifying candidate genes and the results highlight potential therapeutic targets.
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- 2020
13. Cerebral small vessel disease genomics and its implications across the lifespan
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Sargurupremraj, M, Suzuki, H, Jian, X, Sarnowski, C, Evans, TE, Bis, JC, Eiriksdottir, G, Sakaue, S, Terzikhan, N, Habes, M, Zhao, W, Armstrong, NJ, Hofer, E, Yanek, LR, Hagenaars, SP, Kumar, RB, van den Akker, EB, McWhirter, RE, Trompet, S, Mishra, A, Saba, Y, Satizabal, CL, Beaudet, G, Petit, L, Tsuchida, A, Zago, L, Schilling, S, Sigurdsson, S, Gottesman, RF, Lewis, CE, Aggarwal, NT, Lopez, OL, Smith, JA, Hernandez, MCV, van der Grond, J, Wright, MJ, Knol, MJ, Dorr, M, Thomson, RJ, Bordes, C, Le Grand, Q, Duperron, M-G, Smith, A, Knopman, DS, Schreiner, PJ, Evans, DA, Rotter, J, Beiser, AS, Maniega, SM, Beekman, M, Trollor, J, Stott, DJ, Vernooij, MW, Wittfeld, K, Niessen, WJ, Soumare, A, Boerwinkle, E, Sidney, S, Turner, ST, Davies, G, Thalamuthu, A, Volker, U, van Buchem, MA, Bryan, RN, Dupuis, J, Bastin, ME, Ames, D, Teumer, A, Amouyel, P, Kwok, JB, Bulow, R, Deary, IJ, Schofield, PR, Brodaty, H, Jiang, J, Tabara, Y, Setoh, K, Miyamoto, S, Yoshida, K, Nagata, M, Kamatani, Y, Matsuda, F, Psaty, BM, Bennett, DA, De Jager, PL, Mosley, TH, Sachdev, PS, Schmidt, R, Warren, HR, Evangelou, E, Tregouet, D-A, Ikram, MA, Wen, W, DeCarli, C, Srikanth, VK, Jukema, JW, Slagboom, EP, Kardia, SLR, Okada, Y, Mazoyer, B, Wardlaw, JM, Nyquist, PA, Mather, KA, Grabe, HJ, Schmidt, H, Van Duijn, CM, Gudnason, V, Longstreth, WT, Launer, LJ, Lathrop, M, Seshadri, S, Tzourio, C, Adams, HH, Matthews, PM, Fornage, M, Debette, S, Sargurupremraj, M, Suzuki, H, Jian, X, Sarnowski, C, Evans, TE, Bis, JC, Eiriksdottir, G, Sakaue, S, Terzikhan, N, Habes, M, Zhao, W, Armstrong, NJ, Hofer, E, Yanek, LR, Hagenaars, SP, Kumar, RB, van den Akker, EB, McWhirter, RE, Trompet, S, Mishra, A, Saba, Y, Satizabal, CL, Beaudet, G, Petit, L, Tsuchida, A, Zago, L, Schilling, S, Sigurdsson, S, Gottesman, RF, Lewis, CE, Aggarwal, NT, Lopez, OL, Smith, JA, Hernandez, MCV, van der Grond, J, Wright, MJ, Knol, MJ, Dorr, M, Thomson, RJ, Bordes, C, Le Grand, Q, Duperron, M-G, Smith, A, Knopman, DS, Schreiner, PJ, Evans, DA, Rotter, J, Beiser, AS, Maniega, SM, Beekman, M, Trollor, J, Stott, DJ, Vernooij, MW, Wittfeld, K, Niessen, WJ, Soumare, A, Boerwinkle, E, Sidney, S, Turner, ST, Davies, G, Thalamuthu, A, Volker, U, van Buchem, MA, Bryan, RN, Dupuis, J, Bastin, ME, Ames, D, Teumer, A, Amouyel, P, Kwok, JB, Bulow, R, Deary, IJ, Schofield, PR, Brodaty, H, Jiang, J, Tabara, Y, Setoh, K, Miyamoto, S, Yoshida, K, Nagata, M, Kamatani, Y, Matsuda, F, Psaty, BM, Bennett, DA, De Jager, PL, Mosley, TH, Sachdev, PS, Schmidt, R, Warren, HR, Evangelou, E, Tregouet, D-A, Ikram, MA, Wen, W, DeCarli, C, Srikanth, VK, Jukema, JW, Slagboom, EP, Kardia, SLR, Okada, Y, Mazoyer, B, Wardlaw, JM, Nyquist, PA, Mather, KA, Grabe, HJ, Schmidt, H, Van Duijn, CM, Gudnason, V, Longstreth, WT, Launer, LJ, Lathrop, M, Seshadri, S, Tzourio, C, Adams, HH, Matthews, PM, Fornage, M, and Debette, S
- Abstract
White matter hyperintensities (WMH) are the most common brain-imaging feature of cerebral small vessel disease (SVD), hypertension being the main known risk factor. Here, we identify 27 genome-wide loci for WMH-volume in a cohort of 50,970 older individuals, accounting for modification/confounding by hypertension. Aggregated WMH risk variants were associated with altered white matter integrity (p = 2.5×10-7) in brain images from 1,738 young healthy adults, providing insight into the lifetime impact of SVD genetic risk. Mendelian randomization suggested causal association of increasing WMH-volume with stroke, Alzheimer-type dementia, and of increasing blood pressure (BP) with larger WMH-volume, notably also in persons without clinical hypertension. Transcriptome-wide colocalization analyses showed association of WMH-volume with expression of 39 genes, of which four encode known drug targets. Finally, we provide insight into BP-independent biological pathways underlying SVD and suggest potential for genetic stratification of high-risk individuals and for genetically-informed prioritization of drug targets for prevention trials.
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- 2020
14. Smoking-by-genotype interaction in type 2 diabetes risk and fasting glucose
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Wu, PT, Rybin, D, Bielak, LF, Feitosa, MF, Franceschini, N, Li, YZ, Lu, YC, Marten, J, Musani, S, Noordam, R, Raghavan, S, Rose, L, Schwander, K, Smith, AV, Tajuddin, S M, Vojinovic, Dina, Amin, Najaf, Arnett, D, Bottinger, EP, Demirkan, Ayse, Florez, J, Ghanbari, Mohsen, Harris, TB, Launer, LJ, Liu, JM, Liu, Jun, Mook-Kanamori, DO, Murray, AD, Nalls, M, Peyser, PA, Uitterlinden, André, Voortman, Trudy, Bouchard, C, Chasman, D, Correa, A, de Mutsert, R, Evans, MK, Gudnason, V, Hayward, C, Kao, L, Kardia, SLR, Kooperberg, C, Loos, RJ, Province, M, Rankinen, T, Redline, S, Ridker, P, Rotter, J, Siscovick, D, Smith, BH, Duijn, Cornelia, Zonderman, AB, Rao, DC, Wilson, J, Dupuis, J, Meigs, JB, Liu, CT, Vassy, JL, Wu, PT, Rybin, D, Bielak, LF, Feitosa, MF, Franceschini, N, Li, YZ, Lu, YC, Marten, J, Musani, S, Noordam, R, Raghavan, S, Rose, L, Schwander, K, Smith, AV, Tajuddin, S M, Vojinovic, Dina, Amin, Najaf, Arnett, D, Bottinger, EP, Demirkan, Ayse, Florez, J, Ghanbari, Mohsen, Harris, TB, Launer, LJ, Liu, JM, Liu, Jun, Mook-Kanamori, DO, Murray, AD, Nalls, M, Peyser, PA, Uitterlinden, André, Voortman, Trudy, Bouchard, C, Chasman, D, Correa, A, de Mutsert, R, Evans, MK, Gudnason, V, Hayward, C, Kao, L, Kardia, SLR, Kooperberg, C, Loos, RJ, Province, M, Rankinen, T, Redline, S, Ridker, P, Rotter, J, Siscovick, D, Smith, BH, Duijn, Cornelia, Zonderman, AB, Rao, DC, Wilson, J, Dupuis, J, Meigs, JB, Liu, CT, and Vassy, JL
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- 2020
15. Meta-analysis of epigenome-wide association studies of cognitive abilities
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Marioni, RE, McRae, AF, Bressler, J, Colicino, E, Hannon, E, Li, S, Prada, D, Smith, JA, Trevisi, L, Tsai, P-C, Vojinovic, D, Simino, J, Levy, D, Liu, C, Mendelson, M, Satizabal, CL, Yang, Q, Jhun, MA, Kardia, SLR, Zhao, W, Bandinelli, S, Ferrucci, L, Hernandez, DG, Singleton, AB, Harris, SE, Starr, JM, Kiel, DP, McLean, RR, Just, AC, Schwartz, J, Spiro, A, Vokonas, P, Amin, N, Ikram, MA, Uitterlinden, AG, Van Meurs, JBJ, Spector, TD, Steves, C, Baccarelli, AA, Bell, JT, Van Duijn, CM, Fornage, M, Hsu, Y-H, Mill, J, Mosley, TH, Seshadri, S, Deary, IJ, Epidemiology, Gastroenterology & Hepatology, Neurology, Radiology & Nuclear Medicine, and Internal Medicine
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Adult ,Aged, 80 and over ,Male ,Genomics ,DNA Methylation ,Middle Aged ,Epigenesis, Genetic ,Cohort Studies ,Cognition ,Humans ,CpG Islands ,Female ,Immediate Communication ,Aged ,Genome-Wide Association Study - Abstract
Cognitive functions are important correlates of health outcomes across the life-course. Individual differences in cognitive functions are partly heritable. Epigenetic modifications, such as DNA methylation, are susceptible to both genetic and environmental factors and may provide insights into individual differences in cognitive functions. Epigenome-wide meta-analyses for blood-based DNA methylation levels at ~420,000 CpG sites were performed for seven measures of cognitive functioning using data from 11 cohorts. CpGs that passed a Bonferroni correction, adjusting for the number of CpGs and cognitive tests, were assessed for: longitudinal change; being under genetic control (methylation QTLs); and associations with brain health (structural MRI), brain methylation and Alzheimer's disease pathology. Across the seven measures of cognitive functioning (meta-analysis n range: 2557-6809), there were epigenome-wide significant (P
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- 2018
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16. Association studies of up to 1.2 million individuals yield new insights into the genetic etiology of tobacco and alcohol use
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Liu, M, Jiang, Y, Wedow, R, Li, Y, Brazel, DM, Chen, F, Datta, G, Davila-Velderrain, J, McGuire, D, Tian, C, Zhan, X, Team, 23Andme Research, Psychiatry, Hunt All-In, Choquet, H, Docherty, AR, Faul, JD, Foerster, JR, Fritsche, LG, Gabrielsen, ME, Gordon, SD, Haessler, J, Hottenga, J-J, Huang, H, Jang, S-K, Jansen, PR, Ling, Y, Mägi, R, Matoba, N, McMahon, G, Mulas, A, Orrù, V, Palviainen, T, Pandit, A, Reginsson, GW, Skogholt, AH, Smith, JA, Taylor, AE, Turman, C, Willemsen, G, Young, H, Young, KA, Zajac, GJM, Zhao, W, Zhou, W, Bjornsdottir, G, Boardman, JD, Boehnke, M, Boomsma, DI, Chen, C, Cucca, F, Davies, GE, Eaton, CB, Ehringer, MA, Esko, T, Fiorillo, E, Gillespie, NA, Gudbjartsson, DF, Haller, T, Harris, KM, Heath, AC, Hewitt, JK, Hickie, IB, Hokanson, JE, Hopfer, CJ, Hunter, DJ, Iacono, WG, Johnson, EO, Kamatani, Y, Kardia, SLR, Keller, MC, Kellis, M, Kooperberg, C, Kraft, P, Krauter, KS, Laakso, M, Lind, PA, Loukola, A, Lutz, SM, Madden, PAF, Martin, NG, McGue, M, McQueen, MB, Medland, SE, Metspalu, A, Mohlke, KL, Nielsen, JB, Okada, Y, Peters, U, Polderman, TJC, Posthuma, D, Reiner, AP, Rice, JP, Rimm, E, Rose, RJ, Runarsdottir, V, Stallings, MC, Stančáková, A, Stefansson, H, Thai, KK, Tindle, HA, Tyrfingsson, T, Wall, TL, Weir, DR, Weisner, C, Whitfield, JB, Winsvold, BS, Yin, J, Zuccolo, L, Bierut, LJ, Hveem, K, Lee, JJ, Munafò, MR, Saccone, NL, Willer, CJ, Cornelis, MC, David, SP, Hinds, DA, Jorgenson, E, Kaprio, J, Stitzel, JA, Stefansson, K, Thorgeirsson, TE, Abecasis, G, Liu, DJ, Vrieze, S, Biological Psychology, APH - Health Behaviors & Chronic Diseases, APH - Personalized Medicine, Complex Trait Genetics, Amsterdam Neuroscience - Complex Trait Genetics, APH - Mental Health, APH - Methodology, Human genetics, Amsterdam Reproduction & Development (AR&D), APH - Aging & Later Life, and Human Genetics
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Male ,Netherlands Twin Register (NTR) ,Smoking/genetics ,ved/biology.organism_classification_rank.species ,Alcohol ,Genome-wide association study ,Brain and Behaviour ,chemistry.chemical_compound ,0302 clinical medicine ,Tobacco Use Disorder/genetics ,Tobacco/adverse effects ,Genetics ,0303 health sciences ,Smoking ,Tobacco and Alcohol ,public health ,Tobacco Use Disorder ,Middle Aged ,3. Good health ,Phenotype ,psychiatric disorders ,Genetic Variation/genetics ,Meta-analysis ,Genome-Wide Association Study/methods ,Female ,Physical and Mental Health ,Risk ,Alcohol Drinking ,psychology ,Biology ,Article ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,Tobacco ,Humans ,Model organism ,Gene ,030304 developmental biology ,Genetic association ,ved/biology ,Genetic Variation ,Alcohol Drinking/genetics ,Heritability ,chemistry ,genome-wide association studies ,030217 neurology & neurosurgery ,Genome-Wide Association Study - Abstract
Tobacco and alcohol use are leading causes of mortality that influence risk for many complex diseases and disorders1. They are heritable2,3 and etiologically related4,5 behaviors that have been resistant to gene discovery efforts6,7,8,9,10,11. In sample sizes up to 1.2 million individuals, we discovered 566 genetic variants in 406 loci associated with multiple stages of tobacco use (initiation, cessation, and heaviness) as well as alcohol use, with 150 loci evidencing pleiotropic association. Smoking phenotypes were positively genetically correlated with many health conditions, whereas alcohol use was negatively correlated with these conditions, such that increased genetic risk for alcohol use is associated with lower disease risk. We report evidence for the involvement of many systems in tobacco and alcohol use, including genes involved in nicotinic, dopaminergic, and glutamatergic neurotransmission. The results provide a solid starting point to evaluate the effects of these loci in model organisms and more precise substance use measures. © 2019. This is the authors’ accepted and refereed manuscript to the article.
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- 2019
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17. Author Correction: Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function (Nature Communications, (2018), 9, 1, (2098), 10.1038/s41467-018-04362-x)
- Author
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Davies, G, Lam, M, Harris, SE, Trampush, JW, Luciano, M, Hill, WD, Hagenaars, SP, Ritchie, SJ, Marioni, RE, Fawns-Ritchie, C, Liewald, DCM, Okely, JA, Ahola-Olli, AV, Barnes, CLK, Bertram, L, Bis, JC, Burdick, KE, Christoforou, A, DeRosse, P, Djurovic, S, Espeseth, T, Giakoumaki, S, Giddaluru, S, Gustavson, DE, Hayward, C, Hofer, E, Ikram, MA, Karlsson, R, Knowles, E, Lahti, J, Leber, M, Li, S, Mather, KA, Melle, I, Morris, D, Oldmeadow, C, Palviainen, T, Payton, A, Pazoki, R, Petrovic, K, Reynolds, CA, Sargurupremraj, M, Scholz, M, Smith, JA, Smith, AV, Terzikhan, N, Thalamuthu, A, Trompet, S, van der Lee, SJ, Ware, EB, Windham, BG, Wright, MJ, Yang, J, Yu, J, Ames, D, Amin, N, Amouyel, P, Andreassen, OA, Armstrong, NJ, Assareh, AA, Attia, JR, Attix, D, Avramopoulos, D, Bennett, DA, Böhmer, AC, Boyle, PA, Brodaty, H, Campbell, H, Cannon, TD, Cirulli, ET, Congdon, E, Conley, ED, Corley, J, Cox, SR, Dale, AM, Dehghan, A, Dick, D, Dickinson, D, Eriksson, JG, Evangelou, E, Faul, JD, Ford, I, Freimer, NA, Gao, H, Giegling, I, Gillespie, NA, Gordon, SD, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Hartmann, AM, Hatzimanolis, A, Heiss, G, Holliday, EG, Joshi, PK, Kähönen, M, Kardia, SLR, Karlsson, I, Kleineidam, L, Davies, G, Lam, M, Harris, SE, Trampush, JW, Luciano, M, Hill, WD, Hagenaars, SP, Ritchie, SJ, Marioni, RE, Fawns-Ritchie, C, Liewald, DCM, Okely, JA, Ahola-Olli, AV, Barnes, CLK, Bertram, L, Bis, JC, Burdick, KE, Christoforou, A, DeRosse, P, Djurovic, S, Espeseth, T, Giakoumaki, S, Giddaluru, S, Gustavson, DE, Hayward, C, Hofer, E, Ikram, MA, Karlsson, R, Knowles, E, Lahti, J, Leber, M, Li, S, Mather, KA, Melle, I, Morris, D, Oldmeadow, C, Palviainen, T, Payton, A, Pazoki, R, Petrovic, K, Reynolds, CA, Sargurupremraj, M, Scholz, M, Smith, JA, Smith, AV, Terzikhan, N, Thalamuthu, A, Trompet, S, van der Lee, SJ, Ware, EB, Windham, BG, Wright, MJ, Yang, J, Yu, J, Ames, D, Amin, N, Amouyel, P, Andreassen, OA, Armstrong, NJ, Assareh, AA, Attia, JR, Attix, D, Avramopoulos, D, Bennett, DA, Böhmer, AC, Boyle, PA, Brodaty, H, Campbell, H, Cannon, TD, Cirulli, ET, Congdon, E, Conley, ED, Corley, J, Cox, SR, Dale, AM, Dehghan, A, Dick, D, Dickinson, D, Eriksson, JG, Evangelou, E, Faul, JD, Ford, I, Freimer, NA, Gao, H, Giegling, I, Gillespie, NA, Gordon, SD, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Hartmann, AM, Hatzimanolis, A, Heiss, G, Holliday, EG, Joshi, PK, Kähönen, M, Kardia, SLR, Karlsson, I, and Kleineidam, L
- Abstract
Christina M. Lill, who contributed to analysis of data, was inadvertently omitted from the author list in the originally published version of this article. This has now been corrected in both the PDF and HTML versions of the article.
- Published
- 2019
18. Multi-ancestry study of blood lipid levels identifies four loci interacting with physical activity
- Author
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Kilpelainen, TO, Bentley, AR, Noordam, R, Sung, YJ, Schwander, K, Winkler, TW, Jakupovic, H, Chasman, DI, Manning, A, Ntalla, I, Aschard, H, Brown, MR, de Las Fuentes, L, Franceschini, N, Guo, XQ, Vojinovic, Dina, Aslibekyan, S, Feitosa, MF, Kho, M, Musani, SK, Richard, M, Wang, HM, Wang, Z, Bartz, TM, Bielak, LF, Campbell, A (Archie), Dorajoo, R, Fisher, V, Hartwig, FP, Horimoto, A, Li, CW, Lohman, KK, Marten, J, Sim, XL, Smith, AV, Tajuddin, S M, Alver, M, Amini, M, Boissel, M, Chai, JF, Chen, X, Divers, J, Evangelou, E, Gao, C, Graff, M, Harris, SE, He, MA, Hsu, FC, Jackson, AU, Zhao, JH, Kraja, AT, Kuhnel, B, Laguzzi, F, Lyytikainen, LP, Nolte, IM, Rauramaa, R, Riaz, M, Robino, A, Rueedi, R, Stringham, HM, Takeuchi, F, van der Most, PJ, Varga, TV, Verweij, N, Ware, EB, Wen, WQ, Li, X Y, Yanek, LR, Amin, Najaf, Arnett, DK, Boerwinkle, E, Brumat, M, Cade, B, Canouil, M, Chen, YDI, Concas, MP, Connell, J, de Mutsert, R, de Silva, HJ, de Vries, PS, Demirkan, Ayse, Ding, JZ (Jing Zhong), Eaton, CB, Faul, JD, Friedlander, Y, Gabriel, KP, Ghanbari, Mohsen, Giulianini, F, Gu, CC, Gu, DF, Harris, TB, He, J, Heikkinen, S, Heng, CK, Hunt, SC, Ikram, Arfan, Jonas, JB, Koh, WP, Komulainen, P, Krieger, JE, Kritchevsky, SB, Kutalik, Z, Kuusisto, J, Langefeld, CD, Langenberg, C, Launer, LJ, Leander, K, Lemaitre, RN, Lewis, CE, Liang, JJ, Alizadeh, BZ, Boezen, HM, Franke, L, Navis, G, Rots, M, Swertz, M, Wolffenbuttel, BHR, Wijmenga, C, Liu, JJ, Maagi, R, Manichaikul, A, Meitinger, T, Metspalu, A, Milaneschi, Y, Mohlke, KL, Mosley, TH, Murray, AD, Nalls, MA, Nang, EEK, Nelson, CP, Nona, S, Norris, JM, Nwuba, CV, O'Connell, J, Palmer, ND, Papanicolau, GJ, Pazoki, R, Pedersen, NL, Peters, A, Peyser, PA, Polasek, O, Porteous, DJ, Poveda, A, Raitakari, OT, Rich, SS, Risch, N, Robinson, JG, Rose, LM, Rudan, I, Schreiner, PJ, Scott, RA, Sidney, SS, Sims, M, Smith, JA, Snieder, H, Sofer, T, Starr, JM, Sternfeld, B, Strauch, K, Tang, H, Taylor, KD, Tsai, MY, Tuomilehto, J, Uitterlinden, André, van der Ende, MY, van Heemst, D, Voortman, Trudy, Waldenberger, M, Wennberg, P, Wilson, G, Xiang, YB, Yao, J, Yu, CZ, Yuan, JM, Zhao, W, Zonderman, AB, Becker, DM, Boehnke, M, Bowden, DW, de Faire, U, Deary, IJ, Elliott, P, Esko, T, Freedman, BI, Froguel, P, Gasparini, P, Gieger, C, Kato, N, Laakso, M, Lakka, TA, Lehtimaki, T, Magnusson, PKE, Oldehinkel, AJ, Penninx, B, Samani, NJ, Shu, XO, van der Harst, P, van Vliet-Ostaptchouk, JV, Vollenweider, P, Wagenknecht, LE, Wang, YX, Wareham, NJ, Weir, DR, Wu, TC, Zheng, W, Zhu, XF, Evans, MK, Franks, PW, Gudnason, V, Hayward, C, Horta, BL, Kelly, TN, Liu, YM, North, KE, Pereira, AC, Ridker, PM, Tai, ES, van Dam, RM, Fox, ER, Kardia, SLR, Liu, CT, Mook, Dennis, Province, MA, Redline, S, Duijn, Cornelia, Rotter, JI, Kooperberg, CB, Gauderman, WJ, Psaty, BM, Rice, K, Munroe, PB, Fornage, M, Cupples, LA, Rotimi, CN, Morrison, AC, Rao, DC, Loos, RJF, Kilpelainen, TO, Bentley, AR, Noordam, R, Sung, YJ, Schwander, K, Winkler, TW, Jakupovic, H, Chasman, DI, Manning, A, Ntalla, I, Aschard, H, Brown, MR, de Las Fuentes, L, Franceschini, N, Guo, XQ, Vojinovic, Dina, Aslibekyan, S, Feitosa, MF, Kho, M, Musani, SK, Richard, M, Wang, HM, Wang, Z, Bartz, TM, Bielak, LF, Campbell, A (Archie), Dorajoo, R, Fisher, V, Hartwig, FP, Horimoto, A, Li, CW, Lohman, KK, Marten, J, Sim, XL, Smith, AV, Tajuddin, S M, Alver, M, Amini, M, Boissel, M, Chai, JF, Chen, X, Divers, J, Evangelou, E, Gao, C, Graff, M, Harris, SE, He, MA, Hsu, FC, Jackson, AU, Zhao, JH, Kraja, AT, Kuhnel, B, Laguzzi, F, Lyytikainen, LP, Nolte, IM, Rauramaa, R, Riaz, M, Robino, A, Rueedi, R, Stringham, HM, Takeuchi, F, van der Most, PJ, Varga, TV, Verweij, N, Ware, EB, Wen, WQ, Li, X Y, Yanek, LR, Amin, Najaf, Arnett, DK, Boerwinkle, E, Brumat, M, Cade, B, Canouil, M, Chen, YDI, Concas, MP, Connell, J, de Mutsert, R, de Silva, HJ, de Vries, PS, Demirkan, Ayse, Ding, JZ (Jing Zhong), Eaton, CB, Faul, JD, Friedlander, Y, Gabriel, KP, Ghanbari, Mohsen, Giulianini, F, Gu, CC, Gu, DF, Harris, TB, He, J, Heikkinen, S, Heng, CK, Hunt, SC, Ikram, Arfan, Jonas, JB, Koh, WP, Komulainen, P, Krieger, JE, Kritchevsky, SB, Kutalik, Z, Kuusisto, J, Langefeld, CD, Langenberg, C, Launer, LJ, Leander, K, Lemaitre, RN, Lewis, CE, Liang, JJ, Alizadeh, BZ, Boezen, HM, Franke, L, Navis, G, Rots, M, Swertz, M, Wolffenbuttel, BHR, Wijmenga, C, Liu, JJ, Maagi, R, Manichaikul, A, Meitinger, T, Metspalu, A, Milaneschi, Y, Mohlke, KL, Mosley, TH, Murray, AD, Nalls, MA, Nang, EEK, Nelson, CP, Nona, S, Norris, JM, Nwuba, CV, O'Connell, J, Palmer, ND, Papanicolau, GJ, Pazoki, R, Pedersen, NL, Peters, A, Peyser, PA, Polasek, O, Porteous, DJ, Poveda, A, Raitakari, OT, Rich, SS, Risch, N, Robinson, JG, Rose, LM, Rudan, I, Schreiner, PJ, Scott, RA, Sidney, SS, Sims, M, Smith, JA, Snieder, H, Sofer, T, Starr, JM, Sternfeld, B, Strauch, K, Tang, H, Taylor, KD, Tsai, MY, Tuomilehto, J, Uitterlinden, André, van der Ende, MY, van Heemst, D, Voortman, Trudy, Waldenberger, M, Wennberg, P, Wilson, G, Xiang, YB, Yao, J, Yu, CZ, Yuan, JM, Zhao, W, Zonderman, AB, Becker, DM, Boehnke, M, Bowden, DW, de Faire, U, Deary, IJ, Elliott, P, Esko, T, Freedman, BI, Froguel, P, Gasparini, P, Gieger, C, Kato, N, Laakso, M, Lakka, TA, Lehtimaki, T, Magnusson, PKE, Oldehinkel, AJ, Penninx, B, Samani, NJ, Shu, XO, van der Harst, P, van Vliet-Ostaptchouk, JV, Vollenweider, P, Wagenknecht, LE, Wang, YX, Wareham, NJ, Weir, DR, Wu, TC, Zheng, W, Zhu, XF, Evans, MK, Franks, PW, Gudnason, V, Hayward, C, Horta, BL, Kelly, TN, Liu, YM, North, KE, Pereira, AC, Ridker, PM, Tai, ES, van Dam, RM, Fox, ER, Kardia, SLR, Liu, CT, Mook, Dennis, Province, MA, Redline, S, Duijn, Cornelia, Rotter, JI, Kooperberg, CB, Gauderman, WJ, Psaty, BM, Rice, K, Munroe, PB, Fornage, M, Cupples, LA, Rotimi, CN, Morrison, AC, Rao, DC, and Loos, RJF
- Published
- 2019
19. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity (vol 50, pg 26, 2018)
- Author
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Turcot, V, Lu, Y, Highland, HM, Schurmann, C, Justice, AE, Fine, RS, Bradfield, JP, Esko, T, Giri, A, Graff, M, Guo, X, Hendricks, AE, Karaderi, T, Lempradl, A, Locke, AE, Mahajan, A, Marouli, E, Sivapalaratnam, S, Young, KL, Alfred, T, Feitosa, MF, Masca, NGD, Manning, AK, Medina-Gomez, C, Mudgal, P, Ng, MCY, Reiner, AP, Vedantam, S, Willems, SM, Winkler, TW, Abecasis, G, Aben, KK, Alam, DS, Alharthi, SE, Allison, M, Amouyel, P, Asselbergs, FW, Auer, PL, Balkau, B, Bang, LE, Barroso, I, Bastarache, L, Benn, M, Bergmann, S, Bielak, LF, Bluher, M, Boehnke, M, Boeing, H, Boerwinkle, E, Boger, CA, Bork-Jensen, J, Bots, ML, Bottinger, EP, Bowden, DW, Brandslund, I, Breen, G, Brilliant, MH, Broer, L, Brumat, M, Burt, AA, Butterworth, AS, Campbell, PT, Cappellani, S, Carey, DJ, Catamo, E, Caulfield, MJ, Chambers, JC, Chasman, DI, Chen, Y-DI, Chowdhury, R, Christensen, C, Chu, AY, Cocca, M, Collins, FS, Cook, JP, Corley, J, Galbany, JC, Cox, AJ, Crosslin, DS, Cuellar-Partida, G, D'Eustacchio, A, Danesh, J, Davies, G, Bakker, PIW, Groot, MCH, Mutsert, R, Deary, IJ, Dedoussis, G, Demerath, EW, Heijer, M, Hollander, AI, Ruijter, HM, Dennis, JG, Denny, JC, Di Angelantonio, E, Drenos, F, Du, M, Dube, M-P, Dunning, AM, Easton, DF, Edwards, TL, Ellinghaus, D, Ellinor, PT, Elliott, P, Evangelou, E, Farmaki, A-E, Farooqi, IS, Faul, JD, Fauser, S, Feng, S, Ferrannini, E, Ferrieres, J, Florez, JC, Ford, I, Fornage, M, Franco, OH, Franke, A, Franks, PW, Friedrich, N, Frikke-Schmidt, R, Galesloot, TE, Gan, W, Gandin, I, Gasparini, P, Gibson, J, Giedraitis, V, Gjesing, AP, Gordon-Larsen, P, Gorski, M, Grabe, H-J, Grant, SFA, Grarup, N, Griffiths, HL, Grove, ML, Gudnason, V, Gustafsson, S, Haessler, J, Hakonarson, H, Hammerschlag, AR, Hansen, T, Harris, KM, Harris, TB, Hattersley, AT, Have, CT, Hayward, C, He, L, Heard-Costa, NL, Heath, AC, Heid, IM, Helgeland, O, Hernesniemi, J, Hewitt, AW, Holmen, OL, Hovingh, GK, Howson, JMM, Hu, Y, Huang, PL, Huffman, JE, Ikram, MA, Ingelsson, E, Jackson, AU, Jansson, J-H, Jarvik, GP, Jensen, GB, Jia, Y, Johansson, S, Jorgensen, ME, Jorgensen, T, Jukema, JW, Kahali, B, Kahn, RS, Kahonen, M, Kamstrup, PR, Kanoni, S, Kaprio, J, Karaleftheri, M, Kardia, SLR, Karpe, F, Kathiresan, S, Kee, F, Kiemeney, LA, Kim, E, Kitajima, H, Komulainen, P, Kooner, JS, Kooperberg, C, Korhonen, T, Kovacs, P, Kuivaniemi, H, Kutalik, Z, Kuulasmaa, K, Kuusisto, J, Laakso, M, Lakka, TA, Lamparter, D, Lange, EM, Lange, LA, Langenberg, C, Larson, EB, Lee, NR, Lehtimaki, T, Lewis, CE, Li, H, Li, J, Li-Gao, R, Lin, H, Lin, K-H, Lin, L-A, Lin, X, Lind, L, Lindstrom, J, Linneberg, A, Liu, C-T, Liu, DJ, Liu, Y, Lo, KS, Lophatananon, A, Lotery, AJ, Loukola, A, Luan, J, Lubitz, SA, Lyytikainen, L-P, Mannisto, S, Marenne, G, Mazul, AL, McCarthy, MI, McKean-Cowdin, R, Medland, SE, Meidtner, K, Milani, L, Mistry, V, Mitchell, P, Mohlke, KL, Moilanen, L, Moitry, M, Montgomery, GW, Mook-Kanamori, DO, Moore, C, Mori, TA, Morris, AD, Morris, AP, Mueller-Nurasyid, M, Munroe, PB, Nalls, MA, Narisu, N, Nelson, CP, Neville, M, Nielsen, SF, Nikus, K, Njolstad, PR, Nordestgaard, BG, Nyholt, DR, O'Connel, JR, O'Donoghue, ML, Loohuis, LMO, Ophoff, RA, Owen, KR, Packard, CJ, Padmanabhan, S, Palmer, CNA, Palmer, ND, Pasterkamp, G, Patel, AP, Pattie, A, Pedersen, O, Peissig, PL, Peloso, GM, Pennell, CE, Perola, M, Perry, JA, Perry, JRB, Pers, TH, Person, TN, Peters, A, Petersen, ERB, Peyser, PA, Pirie, A, Polasek, O, Polderman, TJ, Puolijoki, H, Raitakari, OT, Rasheed, A, Rauramaa, R, Reilly, DF, Renstrom, F, Rheinberger, M, Ridker, PM, Rioux, JD, Rivas, MA, Roberts, DJ, Robertson, NR, Robino, A, Rolandsson, O, Rudan, I, Ruth, KS, Saleheen, D, Salomaa, V, Samani, NJ, Sapkota, Y, Sattar, N, Schoen, RE, Schreiner, PJ, Schulze, MB, Scott, RA, Segura-Lepe, MP, Shah, SH, Sheu, WH-H, Sim, X, Slater, AJ, Small, KS, Smith, AV, Southam, L, Spector, TD, Speliotes, EK, Starr, JM, Stefansson, K, Steinthorsdottir, V, Stirrups, KE, Strauch, K, Stringham, HM, Stumvoll, M, Sun, L, Surendran, P, Swift, AJ, Tada, H, Tansey, KE, Tardif, J-C, Taylor, KD, Teumer, A, Thompson, DJ, Thorleifsson, G, Thorsteinsdottir, U, Thuesen, BH, Tonjes, A, Tromp, G, Trompet, S, Tsafantakis, E, Tuomilehto, J, Tybjaerg-Hansen, A, Tyrer, JP, Uher, R, Uitterlinden, AG, Uusitupa, M, Laan, SW, Duijn, CM, Leeuwen, N, van Setten, J, Vanhala, M, Varbo, A, Varga, TV, Varma, R, Edwards, DRV, Vermeulen, SH, Veronesi, G, Vestergaard, H, Vitart, V, Vogt, TF, Volker, U, Vuckovic, D, Wagenknecht, LE, Walker, M, Wallentin, L, Wang, F, Wang, CA, Wang, S, Wang, Y, Ware, EB, Wareham, NJ, Warren, HR, Waterworth, DM, Wessel, J, White, HD, Willer, CJ, Wilson, JG, Witte, DR, Wood, AR, Wu, Y, Yaghootkar, H, Yao, J, Yao, P, Yerges-Armstrong, LM, Young, R, Zeggini, E, Zhan, X, Zhang, W, Zhao, JH, Zhao, W, Zhou, W, Zondervan, KT, Consortium, GG, Rotter, JI, Pospisilik, JA, Rivadeneira, F, Borecki, IB, Deloukas, P, Frayling, TM, Lettre, G, North, KE, Lindgren, CM, Hirschhorn, JN, Loos, RJF, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, and Amsterdam Cardiovascular Sciences
- Published
- 2018
20. Protein-altering variants associated with body mass index implicate pathways that control energy intake and expenditure in obesity (vol 50, pg 765, 2017)
- Author
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Turcot, V, Lu, Y, Highland, HM, Schurmann, C, Justice, AE, Fine, RS, Bradfield, JP, Esko, T, Giri, A, Graff, M, Guo, X, Hendricks, AE, Karaderi, T, Lempradl, A, Locke, AE, Mahajan, A, Marouli, E, Sivapalaratnam, S, Young, KL, Alfred, T, Feitosa, MF, Masca, NGD, Manning, AK, Medina-Gomez, C, Mudgal, P, Ng, MCY, Reiner, AP, Vedantam, S, Willems, SM, Winkler, TW, Abecasis, G, Aben, KK, Alam, DS, Alharthi, SE, Allison, M, Amouyel, P, Asselbergs, FW, Auer, PL, Balkau, B, Bang, LE, Barroso, I, Bastarache, L, Benn, M, Bergmann, S, Bielak, LF, Bluher, M, Boehnke, M, Boeing, H, Boerwinkle, E, Boger, CA, Bork-Jensen, J, Bots, ML, Bottinger, EP, Bowden, DW, Brandslund, I, Breen, G, Brilliant, MH, Broer, L, Brumat, M, Burt, AA, Butterworth, AS, Campbell, PT, Cappellani, S, Carey, DJ, Catamo, E, Caulfield, MJ, Chambers, JC, Chasman, DI, Chen, Y-DI, Chowdhury, R, Christensen, C, Chu, AY, Cocca, M, Collins, FS, Cook, JP, Corley, J, Galbany, JC, Cox, AJ, Crosslin, DS, Cuellar-Partida, G, D'Eustacchio, A, Danesh, J, Davies, G, Bakker, PIW, Groot, MCH, Mutsert, R, Deary, IJ, Dedoussis, G, Demerath, EW, Heijer, M, Hollander, AI, Ruijter, HM, Dennis, JG, Denny, JC, Angelantonio, E, Drenos, F, Du, M, Dube, M-P, Dunning, AM, Easton, DF, Edwards, TL, Ellinghaus, D, Ellinor, PT, Elliott, P, Evangelou, E, Farmaki, A-E, Farooqi, IS, Faul, JD, Fauser, S, Feng, S, Ferrannini, E, Ferrieres, J, Florez, JC, Ford, I, Fornage, M, Franco, OH, Franke, A, Franks, PW, Friedrich, N, Frikke-Schmidt, R, Galesloot, TE, Gan, W, Gandin, I, Gasparini, P, Gibson, J, Giedraitis, V, Gjesing, AP, Gordon-Larsen, P, Gorski, M, Grabe, H-J, Grant, SFA, Grarup, N, Griffiths, HL, Grove, ML, Gudnason, V, Gustafsson, S, Haessler, J, Hakonarson, H, Hammerschlag, AR, Hansen, T, Harris, KM, Harris, TB, Hattersley, AT, Have, CT, Hayward, C, He, L, Heard-Costa, NL, Heath, AC, Heid, IM, Helgeland, O, Hernesniemi, J, Hewitt, AW, Holmen, OL, Hovingh, GK, Howson, JMM, Hu, Y, Huang, PL, Huffman, JE, Ikram, MA, Ingelsson, E, Jackson, AU, Jansson, J-H, Jarvik, GP, Jensen, GB, Jia, Y, Johansson, S, Jorgensen, ME, Jorgensen, T, Jukema, JW, Kahali, B, Kahn, RS, Kahonen, M, Kamstrup, PR, Kanoni, S, Kaprio, J, Karaleftheri, M, Kardia, SLR, Karpe, F, Kathiresan, S, Kee, F, Kiemeney, LA, Kim, E, Kitajima, H, Komulainen, P, Kooner, JS, Kooperberg, C, Korhonen, T, Kovacs, P, Kuivaniemi, H, Kutalik, Z, Kuulasmaa, K, Kuusisto, J, Laakso, M, Lakka, TA, Lamparter, D, Lange, EM, Lange, LA, Langenberg, C, Larson, EB, Lee, NR, Lehtimaki, T, Lewis, CE, Li, H, Li, J, Li-Gao, R, Lin, H, Lin, K-H, Lin, L-A, Lin, X, Lind, L, Lindstrom, J, Linneberg, A, Liu, C-T, Liu, DJ, Liu, Y, Lo, KS, Lophatananon, A, Lotery, AJ, Loukola, A, Luan, J, Lubitz, SA, Lyytikainen, L-P, Mannisto, S, Marenne, G, Mazul, AL, McCarthy, MI, McKean-Cowdin, R, Medland, SE, Meidtner, K, Milani, L, Mistry, V, Mitchell, P, Mohlke, KL, Moilanen, L, Moitry, M, Montgomery, GW, Mook-Kanamori, DO, Moore, C, Mori, TA, Morris, AD, Morris, AP, Mueller-Nurasyid, M, Munroe, PB, Nalls, MA, Narisu, N, Nelson, CP, Neville, M, Nielsen, SF, Nikus, K, Njolstad, PR, Nordestgaard, BG, Nyholt, DR, O'Connel, JR, O'Donoghue, ML, Loohuis, LMO, Ophoff, RA, Owen, KR, Packard, CJ, Padmanabhan, S, Palmer, CNA, Palmer, ND, Pasterkamp, G, Patel, AP, Pattie, A, Pedersen, O, Peissig, PL, Peloso, GM, Pennell, CE, Perola, M, Perry, JA, Perry, JRB, Pers, TH, Person, TN, Peters, A, Petersen, ERB, Peyser, PA, Pirie, A, Polasek, O, Polderman, TJ, Puolijoki, H, Raitakari, OT, Rasheed, A, Rauramaa, R, Reilly, DF, Renstrom, F, Rheinberger, M, Ridker, PM, Rioux, JD, Rivas, MA, Roberts, DJ, Robertson, NR, Robino, A, Rolandsson, O, Rudan, I, Ruth, KS, Saleheen, D, Salomaa, V, Samani, NJ, Sapkota, Y, Sattar, N, Schoen, RE, Schreiner, PJ, Schulze, MB, Scott, RA, Segura-Lepe, MP, Shah, SH, Sheu, WH-H, Sim, X, Slater, AJ, Small, KS, Smith, AV, Southam, L, Spector, TD, Speliotes, EK, Starr, JM, Stefansson, K, Steinthorsdottir, V, Stirrups, KE, Strauch, K, Stringham, HM, Stumvoll, M, Sun, L, Surendran, P, Swift, AJ, Tada, H, Tansey, KE, Tardif, J-C, Taylor, KD, Teumer, A, Thompson, DJ, Thorleifsson, G, Thorsteinsdottir, U, Thuesen, BH, Tonjes, A, Tromp, G, Trompet, S, Tsafantakis, E, Tuomilehto, J, Tybjaerg-Hansen, A, Tyrer, JP, Uher, R, Uitterlinden, AG, Uusitupa, M, Laan, SW, Duijn, CM, Leeuwen, N, van Setten, J, Vanhala, M, Varbo, A, Varga, TV, Varma, R, Edwards, DRV, Vermeulen, SH, Veronesi, G, Vestergaard, H, Vitart, V, Vogt, TF, Volker, U, Vuckovic, D, Wagenknecht, LE, Walker, M, Wallentin, L, Wang, F, Wang, CA, Wang, S, Wang, Y, Ware, EB, Wareham, NJ, Warren, HR, Waterworth, DM, Wessel, J, White, HD, Willer, CJ, Wilson, JG, Witte, DR, Wood, AR, Wu, Y, Yaghootkar, H, Yao, J, Yao, P, Yerges-Armstrong, LM, Young, R, Zeggini, E, Zhan, X, Zhang, W, Zhao, JH, Zhao, W, Zhou, W, Zondervan, KT, Rotter, JI, Pospisilik, JA, Rivadeneira, F, Borecki, IB, Deloukas, P, Frayling, TM, Lettre, G, North, KE, Lindgren, CM, Hirschhorn, JN, Loos, RJF, Graduate School, Vascular Medicine, ACS - Atherosclerosis & ischemic syndromes, and Amsterdam Cardiovascular Sciences
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- 2018
21. Whole Exome Analyses to Examine the Impact of Rare Variants on Left Ventricular Traits in African American Participants from the HyperGEN and GENOA Studies
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Donna K. Arnett, Wei Zhao, Sanjiv J. Shah, Srinivasasainagendra, Karen Schwander, D. C. Rao, Stella Aslibekyan, Charles Gu, Anh N. Do, Jennifer A. Smith, Degui Zhi, Marguerite R. Irvin, Ulrich Broeckel, Kardia Slr., Hemant K. Tiwari, and Nita A. Limdi
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Genetics ,medicine.medical_specialty ,Genome-wide association study ,medicine.disease ,Article ,Geography ,Genetic epidemiology ,Heart failure ,Multiple comparisons problem ,Epidemiology ,medicine ,Risk factor ,Gene ,Exome - Abstract
Left ventricular (LV) hypertrophy, highest in prevalence among African Americans, is an established risk factor heart failure. Several genome wide association studies have identified common variants associated with LV-related quantitative-traits in African Americans. To date, however, the effect of rare variants on these traits has not been extensively studied, especially in minority groups. We therefore investigated the association between rare variants and LV traits among 1,934 African Americans using exome chip data from the Hypertension Genetic Epidemiology Network (HyperGEN) study, with replication in 1,090 African American from the Genetic Epidemiology Network of Arteriopathy (GENOA) study. We used single-variant analyses and gene-based tests to investigate the association between 86,927 variants and six structural and functional LV traits including LV mass, LV internal dimension-diastole, relative wall thickness, left atrial dimension (LAD), fractional shortening (FS), and the ratio of LV early-to-late transmitral velocity (E/A ratio). Only rare variants (MAF
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- 2017
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22. DNA Methylation Analysis Identifies Loci for Blood Pressure Regulation
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Richard, MA, Huan, T, Ligthart, S, Gondalia, R, Jhun, MA, Brody, JA, Irvin, MR, Marioni, R, Shen, J, Tsai, PC, Montasser, ME, Jia, Y, Syme, C, Salfati, EL, Boerwinkle, E, Guan, W, Mosley, TH, Bressler, J, Morrison, AC, Liu, C, Mendelson, MM, Uitterlinden, AG, van Meurs, JB, Heijmans, BT, ’t Hoen, PAC, van Meurs, J, Isaacs, A, Jansen, R, Franke, L, Boomsma, DI, Pool, R, van Dongen, J, Hottenga, JJ, van Greevenbroek, MMJ, Stehouwer, CDA, van der Kallen, CJH, Schalkwijk, CG, Wijmenga, C, Zhernakova, A, Tigchelaar, EF, Slagboom, PE, Beekman, M, Deelen, J, van Heemst, D, Veldink, JH, van den Berg, LH, van Duijn, CM, Hofman, A, Jhamai, PM, Verbiest, M, Suchiman, HED, Verkerk, M, van der Breggen, R, van Rooij, J, Lakenberg, N, Mei, H, van Iterson, M, van Galen, M, Bot, J, van ’t Hof, P, Deelen, P, Nooren, I, Moed, M, Vermaat, M, Zhernakova, DV, Luijk, R, Bonder, MJ, van Dijk, F, Arindrarto, W, Kielbasa, SM, Swertz, MA, van Zwet, EW, Franco, OH, Zhang, G, Li, Y, Stewart, JD, Bis, JC, Psaty, BM, Chen, YDI, Kardia, SLR, Zhao, W, Turner, ST, Absher, D, Aslibekyan, S, and Starr, JM
- Abstract
© 2017 American Society of Human Genetics Genome-wide association studies have identified hundreds of genetic variants associated with blood pressure (BP), but sequence variation accounts for a small fraction of the phenotypic variance. Epigenetic changes may alter the expression of genes involved in BP regulation and explain part of the missing heritability. We therefore conducted a two-stage meta-analysis of the cross-sectional associations of systolic and diastolic BP with blood-derived genome-wide DNA methylation measured on the Infinium HumanMethylation450 BeadChip in 17,010 individuals of European, African American, and Hispanic ancestry. Of 31 discovery-stage cytosine-phosphate-guanine (CpG) dinucleotides, 13 replicated after Bonferroni correction (discovery: N = 9,828, p < 1.0 × 10−7; replication: N = 7,182, p < 1.6 × 10−3). The replicated methylation sites are heritable (h2 > 30%) and independent of known BP genetic variants, explaining an additional 1.4% and 2.0% of the interindividual variation in systolic and diastolic BP, respectively. Bidirectional Mendelian randomization among up to 4,513 individuals of European ancestry from 4 cohorts suggested that methylation at cg08035323 (TAF1B-YWHAQ) influences BP, while BP influences methylation at cg00533891 (ZMIZ1), cg00574958 (CPT1A), and cg02711608 (SLC1A5). Gene expression analyses further identified six genes (TSPAN2, SLC7A11, UNC93B1, CPT1A, PTMS, and LPCAT3) with evidence of triangular associations between methylation, gene expression, and BP. Additional integrative Mendelian randomization analyses of gene expression and DNA methylation suggested that the expression of TSPAN2 is a putative mediator of association between DNA methylation at cg23999170 and BP. These findings suggest that heritable DNA methylation plays a role in regulating BP independently of previously known genetic variants.
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- 2017
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23. Study of 300,486 individuals identifies 148 independent genetic loci influencing general cognitive function
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Davies, G, Lam, M, Harris, SE, Trampush, JW, Luciano, M, Hill, WD, Hagenaars, SP, Ritchie, SJ, Marioni, RE, Fawns-Ritchie, C, Liewald, DCM, Okely, JA, Ahola-Olli, AV, Barnes, CLK, Bertram, L, Bis, JC, Burdick, KE, Christoforou, A, Derosse, P, Djurovic, S, Espeseth, T, Giakoumaki, S, Giddaluru, S, Gustavson, DE, Hayward, C, Hofer, E, Ikram, MA, Karlsson, R, Knowles, E, Lahti, J, Leber, M, Li, S, Mather, KA, Melle, I, Morris, D, Oldmeadow, C, Palviainen, T, Payton, A, Pazoki, R, Petrovic, K, Reynolds, CA, Sargurupremraj, M, Scholz, M, Smith, JA, Smith, AV, Terzikhan, N, Thalamuthu, A, Trompet, S, Van Der Lee, SJ, Ware, EB, Windham, BG, Wright, MJ, Yang, J, Yu, J, Ames, D, Amin, N, Amouyel, P, Andreassen, OA, Armstrong, NJ, Assareh, AA, Attia, JR, Attix, D, Avramopoulos, D, Bennett, DA, Böhmer, AC, Boyle, PA, Brodaty, H, Campbell, H, Cannon, TD, Cirulli, ET, Congdon, E, Conley, ED, Corley, J, Cox, SR, Dale, AM, Dehghan, A, Dick, D, Dickinson, D, Eriksson, JG, Evangelou, E, Faul, JD, Ford, I, Freimer, NA, Gao, H, Giegling, I, Gillespie, NA, Gordon, SD, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Hartmann, AM, Hatzimanolis, A, Heiss, G, Holliday, EG, Joshi, PK, Kähönen, M, Kardia, SLR, Karlsson, I, Kleineidam, L, Davies, G, Lam, M, Harris, SE, Trampush, JW, Luciano, M, Hill, WD, Hagenaars, SP, Ritchie, SJ, Marioni, RE, Fawns-Ritchie, C, Liewald, DCM, Okely, JA, Ahola-Olli, AV, Barnes, CLK, Bertram, L, Bis, JC, Burdick, KE, Christoforou, A, Derosse, P, Djurovic, S, Espeseth, T, Giakoumaki, S, Giddaluru, S, Gustavson, DE, Hayward, C, Hofer, E, Ikram, MA, Karlsson, R, Knowles, E, Lahti, J, Leber, M, Li, S, Mather, KA, Melle, I, Morris, D, Oldmeadow, C, Palviainen, T, Payton, A, Pazoki, R, Petrovic, K, Reynolds, CA, Sargurupremraj, M, Scholz, M, Smith, JA, Smith, AV, Terzikhan, N, Thalamuthu, A, Trompet, S, Van Der Lee, SJ, Ware, EB, Windham, BG, Wright, MJ, Yang, J, Yu, J, Ames, D, Amin, N, Amouyel, P, Andreassen, OA, Armstrong, NJ, Assareh, AA, Attia, JR, Attix, D, Avramopoulos, D, Bennett, DA, Böhmer, AC, Boyle, PA, Brodaty, H, Campbell, H, Cannon, TD, Cirulli, ET, Congdon, E, Conley, ED, Corley, J, Cox, SR, Dale, AM, Dehghan, A, Dick, D, Dickinson, D, Eriksson, JG, Evangelou, E, Faul, JD, Ford, I, Freimer, NA, Gao, H, Giegling, I, Gillespie, NA, Gordon, SD, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Hartmann, AM, Hatzimanolis, A, Heiss, G, Holliday, EG, Joshi, PK, Kähönen, M, Kardia, SLR, Karlsson, I, and Kleineidam, L
- Abstract
General cognitive function is a prominent and relatively stable human trait that is associated with many important life outcomes. We combine cognitive and genetic data from the CHARGE and COGENT consortia, and UK Biobank (total N = 300,486; age 16-102) and find 148 genome-wide significant independent loci (P < 5 × 10-8) associated with general cognitive function. Within the novel genetic loci are variants associated with neurodegenerative and neurodevelopmental disorders, physical and psychiatric illnesses, and brain structure. Gene-based analyses find 709 genes associated with general cognitive function. Expression levels across the cortex are associated with general cognitive function. Using polygenic scores, up to 4.3% of variance in general cognitive function is predicted in independent samples. We detect significant genetic overlap between general cognitive function, reaction time, and many health variables including eyesight, hypertension, and longevity. In conclusion we identify novel genetic loci and pathways contributing to the heritability of general cognitive function.
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- 2018
24. Novel genetic associations for blood pressure identified via gene-alcohol interaction in up to 570K individuals across multiple ancestries
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Feitosa, MF, Kraja, AT, Chasman, DI, Sung, YJ, Winkler, TW, Ntalla, I, Guo, XQ, Franceschini, N, Cheng, CY (Ching-Yu), Sim, XL, Vojinovic, Dina, Marten, J, Musani, SK, Li, CW, Bentley, AR, Brown, MR, Schwander, K, Richard, MA, Noordam, R, Aschard, H, Bartz, TM, Bielak, LF, Dorajoo, R, Fisher, V, Hartwig, FP, Horimoto, A, Lohman, KK, Manning, AK, Rankinen, T, Smith, AV, Tajuddin, S M, Wojczynski, MK, Alver, M, Boissel, M, Cai, QY, Campbell, A (Archie), Chai, JF, Chen, X, Divers, J, Gao, C, Goel, A, Hagemeijer, Y, Harris, SE, He, MI, Hsu, FC, Jackson, AU, Kahonen, M, Kasturiratne, A, Komulainen, P, Kuhnel, B, Laguzzi, F, Luan, J, Matoba, N, Nolte, IM, Padmanabhan, S, Riaz, M, Rueedi, R, Robino, A, Said, MA, Scott, RA, Sofer, T, Stancakova, A, Takeuchi, F, Tayo, BO, van der Most, PJ, Varga, TV, Vitart, V, Wang, YJ, Ware, EB, Warren, HR, Weiss, S, Wen, WQ, Yanek, LR, Zhang, WH, Zhao, JH, Afaq, S, Amin, Najaf, Amini, M, Arking, DE, Aung, T, Boerwinkle, E, Borecki, I, Broeckel, U, Brown, M, Brumat, M, Burke, GL, Canouil, M, Chakravarti, A, Charumathi, S, Chen, YDI, Connell, JM, Correa, A, Fuentes, LDL, de Mutsert, R, de Silva, HJ, Deng, X, Ding, J, Duan, Q, Eaton, CB, Ehret, G, Eppinga, RN, Evangelou, E, Fau, JD, Felix, SB, Forouhi, NG, Forrester, T, Franco Duran, OH, Friedlander, Y, Gandin, I, Gao, H, Ghanbari, Mohsen, Gigante, B, Gu, CC, Gu, DF, Hagenaars, SP, Hallmans, G, Harris, TB, He, J, Heikkinen, S, Heng, CK, Hirata, M, Howard, BV, Ikram, Arfan, John, U, Katsuya, T, Khor, CC, Kilpelainen, TO, Koh, WP, Krieger, JE, Kritchevsky, SB, Kubo, M, Kuusisto, J, Lakka, TA, Langefeld, CD, Langenberg, C, Launer, LJ, Lehne, B, Lewis, CE, Li, YZ, Lin, S, Liu, JJ, Liu, JM, Loh, M, Louie, T, Magi, R, McKenzie, CA, Meitinger, T, Metspalu, A, Milaneschi, Y, Milani, L, Mohlke, KL, Momozawa, Y, Nalls, MA, Nelson, CP, Sotoodehnia, N, Norris, JM, O'Connell, JR, Palmer, ND, Perls, T, Pedersen, NL, Peters, A, Peyser, PA, Poulter, N, Raffel, LJ, Raitakari, OT, Roll, K, Rose, LM, Rosendaal, FR, Rotter, JI, Schmidt, CO, Schreiner, PJ, Schupf, N, Scott, WR, Sever, PS, Shi, Y, Sidney, S, Sims, M, Sitlani, CM, Smith, JA, Snieder, H, Starr, JM, Strauch, K, Stringham, HM, Tan, NYQ, Tang, H, Taylor, KD, Teo, YY, Tham, YC, Turner, ST, Uitterlinden, André, Vollenweider, P, Waldenberger, M, Wang, LH, Wang, YX, Wei, W, Williams, C, Yao, J, Yu, CZ, Yuan, JM, Zhao, W, Zonderman, AB, Becker, DM, Boehnke, M, Bowden, DW, Chambers, JC, Deary, IJ, Esko, T, Farrall, M, Franks, PW, Freedman, BI, Froguel, P, Gasparini, P, Gieger, C, Jonas, JB, Kamatani, Y, Kato, N, Kooner, JS, Kutalik, Z, Laakso, M, Laurie, CC, Leander, K, Lehtimaki, T, Study, LC, Magnusson, PKE, Oldehinkel, AJ, Penninx, B, Poiasek, O, Porteous, DJ, Rauramaa, R, Samani, NJ, Scott, J, Shu, XO, van der Harst, P, Wagenknecht, LE, Wareham, NJ, Watkins, H, Weir, DR, Wickremasinghe, AR, Wu, TC, Zheng, W, Bouchard, C, Christensen, K, Evans, MK, Gudnason, V, Horta, BL, Kardia, SLR, Liu, YM, Pereira, AC, Psaty, BM, Ridker, PM, van Dam, RM, Gauderman, WJ, Zhu, XF, Mook, Dennis, Fornage, M, Rotimi, CN, Cupples, LA, Kelly, TN, Fox, ER, Hayward, C, Duijn, Cornelia, Tai, ES, Wong, TY, Kooperberg, C, Palmas, W, Rice, K, Morrison, AC, Elliott, P, Caulfield, MJ, Munroe, PB, Rao, DC, Province, MA, Levy, D, Feitosa, MF, Kraja, AT, Chasman, DI, Sung, YJ, Winkler, TW, Ntalla, I, Guo, XQ, Franceschini, N, Cheng, CY (Ching-Yu), Sim, XL, Vojinovic, Dina, Marten, J, Musani, SK, Li, CW, Bentley, AR, Brown, MR, Schwander, K, Richard, MA, Noordam, R, Aschard, H, Bartz, TM, Bielak, LF, Dorajoo, R, Fisher, V, Hartwig, FP, Horimoto, A, Lohman, KK, Manning, AK, Rankinen, T, Smith, AV, Tajuddin, S M, Wojczynski, MK, Alver, M, Boissel, M, Cai, QY, Campbell, A (Archie), Chai, JF, Chen, X, Divers, J, Gao, C, Goel, A, Hagemeijer, Y, Harris, SE, He, MI, Hsu, FC, Jackson, AU, Kahonen, M, Kasturiratne, A, Komulainen, P, Kuhnel, B, Laguzzi, F, Luan, J, Matoba, N, Nolte, IM, Padmanabhan, S, Riaz, M, Rueedi, R, Robino, A, Said, MA, Scott, RA, Sofer, T, Stancakova, A, Takeuchi, F, Tayo, BO, van der Most, PJ, Varga, TV, Vitart, V, Wang, YJ, Ware, EB, Warren, HR, Weiss, S, Wen, WQ, Yanek, LR, Zhang, WH, Zhao, JH, Afaq, S, Amin, Najaf, Amini, M, Arking, DE, Aung, T, Boerwinkle, E, Borecki, I, Broeckel, U, Brown, M, Brumat, M, Burke, GL, Canouil, M, Chakravarti, A, Charumathi, S, Chen, YDI, Connell, JM, Correa, A, Fuentes, LDL, de Mutsert, R, de Silva, HJ, Deng, X, Ding, J, Duan, Q, Eaton, CB, Ehret, G, Eppinga, RN, Evangelou, E, Fau, JD, Felix, SB, Forouhi, NG, Forrester, T, Franco Duran, OH, Friedlander, Y, Gandin, I, Gao, H, Ghanbari, Mohsen, Gigante, B, Gu, CC, Gu, DF, Hagenaars, SP, Hallmans, G, Harris, TB, He, J, Heikkinen, S, Heng, CK, Hirata, M, Howard, BV, Ikram, Arfan, John, U, Katsuya, T, Khor, CC, Kilpelainen, TO, Koh, WP, Krieger, JE, Kritchevsky, SB, Kubo, M, Kuusisto, J, Lakka, TA, Langefeld, CD, Langenberg, C, Launer, LJ, Lehne, B, Lewis, CE, Li, YZ, Lin, S, Liu, JJ, Liu, JM, Loh, M, Louie, T, Magi, R, McKenzie, CA, Meitinger, T, Metspalu, A, Milaneschi, Y, Milani, L, Mohlke, KL, Momozawa, Y, Nalls, MA, Nelson, CP, Sotoodehnia, N, Norris, JM, O'Connell, JR, Palmer, ND, Perls, T, Pedersen, NL, Peters, A, Peyser, PA, Poulter, N, Raffel, LJ, Raitakari, OT, Roll, K, Rose, LM, Rosendaal, FR, Rotter, JI, Schmidt, CO, Schreiner, PJ, Schupf, N, Scott, WR, Sever, PS, Shi, Y, Sidney, S, Sims, M, Sitlani, CM, Smith, JA, Snieder, H, Starr, JM, Strauch, K, Stringham, HM, Tan, NYQ, Tang, H, Taylor, KD, Teo, YY, Tham, YC, Turner, ST, Uitterlinden, André, Vollenweider, P, Waldenberger, M, Wang, LH, Wang, YX, Wei, W, Williams, C, Yao, J, Yu, CZ, Yuan, JM, Zhao, W, Zonderman, AB, Becker, DM, Boehnke, M, Bowden, DW, Chambers, JC, Deary, IJ, Esko, T, Farrall, M, Franks, PW, Freedman, BI, Froguel, P, Gasparini, P, Gieger, C, Jonas, JB, Kamatani, Y, Kato, N, Kooner, JS, Kutalik, Z, Laakso, M, Laurie, CC, Leander, K, Lehtimaki, T, Study, LC, Magnusson, PKE, Oldehinkel, AJ, Penninx, B, Poiasek, O, Porteous, DJ, Rauramaa, R, Samani, NJ, Scott, J, Shu, XO, van der Harst, P, Wagenknecht, LE, Wareham, NJ, Watkins, H, Weir, DR, Wickremasinghe, AR, Wu, TC, Zheng, W, Bouchard, C, Christensen, K, Evans, MK, Gudnason, V, Horta, BL, Kardia, SLR, Liu, YM, Pereira, AC, Psaty, BM, Ridker, PM, van Dam, RM, Gauderman, WJ, Zhu, XF, Mook, Dennis, Fornage, M, Rotimi, CN, Cupples, LA, Kelly, TN, Fox, ER, Hayward, C, Duijn, Cornelia, Tai, ES, Wong, TY, Kooperberg, C, Palmas, W, Rice, K, Morrison, AC, Elliott, P, Caulfield, MJ, Munroe, PB, Rao, DC, Province, MA, and Levy, D
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- 2018
25. Multiethnic genome-wide meta-analysis of ectopic fat depots identifies loci associated with adipocyte development and differentiation
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Chu, AY, Deng, X, Fisher, VA, Drong, A, Zhang, Y, Feitosa, MF, Liu, CT, Weeks, O, Choh, AC, Duan, Q, Dyer, TD, Eicher, JD, Guo, X, Heard-Costa, NL, Kacprowski, T, Kent, JW, Lange, LA, Liu, X, Lohman, K, Lu, L, Mahajan, A, O'Connell, JR, Parihar, A, Peralta, JM, Smith, AV, Homuth, G, Kissebah, AH, Kullberg, J, Laqua, R, Launer, LJ, Nauck, M, Olivier, M, Peyser, PA, Terry, JG, Wojczynski, MK, Yao, J, Bielak, LF, Blangero, J, Borecki, IB, Bowden, DW, Carr, JJ, Czerwinski, SA, Ding, J, Friedrich, N, Gudnason, V, Harris, TB, Ingelsson, E, Johnson, AD, Kardia, SLR, Langefeld, CD, Lind, L, Liu, Y, Mitchell, BD, Morris, AP, Mosley, TH, Rotter, JI, Shuldiner, AR, Towne, B, Völzke, H, Wallaschofski, H, Wilson, JG, Allison, M, Lindgren, CM, Goessling, W, Cupples, LA, Steinhauser, ML, Fox, CS, Chu, AY, Deng, X, Fisher, VA, Drong, A, Zhang, Y, Feitosa, MF, Liu, CT, Weeks, O, Choh, AC, Duan, Q, Dyer, TD, Eicher, JD, Guo, X, Heard-Costa, NL, Kacprowski, T, Kent, JW, Lange, LA, Liu, X, Lohman, K, Lu, L, Mahajan, A, O'Connell, JR, Parihar, A, Peralta, JM, Smith, AV, Homuth, G, Kissebah, AH, Kullberg, J, Laqua, R, Launer, LJ, Nauck, M, Olivier, M, Peyser, PA, Terry, JG, Wojczynski, MK, Yao, J, Bielak, LF, Blangero, J, Borecki, IB, Bowden, DW, Carr, JJ, Czerwinski, SA, Ding, J, Friedrich, N, Gudnason, V, Harris, TB, Ingelsson, E, Johnson, AD, Kardia, SLR, Langefeld, CD, Lind, L, Liu, Y, Mitchell, BD, Morris, AP, Mosley, TH, Rotter, JI, Shuldiner, AR, Towne, B, Völzke, H, Wallaschofski, H, Wilson, JG, Allison, M, Lindgren, CM, Goessling, W, Cupples, LA, Steinhauser, ML, and Fox, CS
- Abstract
© 2017 Nature America, Inc., part of Springer Nature. All rights reserved. Variation in body fat distribution contributes to the metabolic sequelae of obesity. The genetic determinants of body fat distribution are poorly understood. The goal of this study was to gain new insights into the underlying genetics of body fat distribution by conducting sample-size-weighted fixed-effects genome-wide association meta-analyses in up to 9,594 women and 8,738 men of European, African, Hispanic and Chinese ancestry, with and without sex stratification, for six traits associated with ectopic fat (hereinafter referred to as ectopic-fat traits). In total, we identified seven new loci associated with ectopic-fat traits (ATXN1, UBE2E2, EBF1, RREB1, GSDMB, GRAMD3 and ENSA; P < 5 × 10 -8 ; false discovery rate < 1%). Functional analysis of these genes showed that loss of function of either Atxn1 or Ube2e2 in primary mouse adipose progenitor cells impaired adipocyte differentiation, suggesting physiological roles for ATXN1 and UBE2E2 in adipogenesis. Future studies are necessary to further explore the mechanisms by which these genes affect adipocyte biology and how their perturbations contribute to systemic metabolic disease.
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- 2017
26. Correction: The complex genetics of gait speed: Genome-wide metaanalysis approach [Aging, (Albany NY), 9, 1, (2017), (209-246)]doi 10.18632/aging.101151
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Ben-Avraham, D, Karasik, D, Verghese, J, Lunetta, KL, Smith, JA, Eicher, JD, Vered, R, Deelen, J, Arnold, AM, Buchman, AS, Tanaka, T, Faul, JD, Nethander, M, Fornage, M, Adams, HH, Matteini, AM, Callisaya, ML, Smith, AV, Yu, L, De Jager, PL, Evans, DA, Gudnason, V, Hofman, A, Pattie, A, Corley, J, Launer, LJ, Knopman, DS, Parimi, N, Turner, ST, Bandinelli, S, Beekman, M, Gutman, D, Sharvit, L, Mooijaart, SP, Liewald, DC, Houwing-Duistermaat, JJ, Ohlsson, C, Moed, M, Verlinden, VJ, Mellström, D, van der Geest, JN, Karlsson, M, Hernandez, D, McWhirter, Rebekah, Liu, Y, Thomson, R, Tranah, GJ, Uitterlinden, AG, Weir, DR, Zhao, W, Starr, JM, Johnson, AD, Arfan Ikram, M, Bennett, DA, Cummings, SR, Deary, IJ, Harris, TB, Kardia, SLR, Mosley, TH, Srikanth, VK, Windham, BG, Newman, AB, Walston, JD, Davies, G, Evans, DS, Slagboom, EP, Ferrucci, L, Kiel, DP, Murabito, JM, Atzmon, G, Ben-Avraham, D, Karasik, D, Verghese, J, Lunetta, KL, Smith, JA, Eicher, JD, Vered, R, Deelen, J, Arnold, AM, Buchman, AS, Tanaka, T, Faul, JD, Nethander, M, Fornage, M, Adams, HH, Matteini, AM, Callisaya, ML, Smith, AV, Yu, L, De Jager, PL, Evans, DA, Gudnason, V, Hofman, A, Pattie, A, Corley, J, Launer, LJ, Knopman, DS, Parimi, N, Turner, ST, Bandinelli, S, Beekman, M, Gutman, D, Sharvit, L, Mooijaart, SP, Liewald, DC, Houwing-Duistermaat, JJ, Ohlsson, C, Moed, M, Verlinden, VJ, Mellström, D, van der Geest, JN, Karlsson, M, Hernandez, D, McWhirter, Rebekah, Liu, Y, Thomson, R, Tranah, GJ, Uitterlinden, AG, Weir, DR, Zhao, W, Starr, JM, Johnson, AD, Arfan Ikram, M, Bennett, DA, Cummings, SR, Deary, IJ, Harris, TB, Kardia, SLR, Mosley, TH, Srikanth, VK, Windham, BG, Newman, AB, Walston, JD, Davies, G, Evans, DS, Slagboom, EP, Ferrucci, L, Kiel, DP, Murabito, JM, and Atzmon, G
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- 2017
27. Genome-wide physical activity interactions in adiposity. A meta-analysis of 200,452 adults
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Graff, M, Scott, RA, Justice, AE, Young, KL, Feitosa, MF, Barata, L, Winkler, TW, Chu, AY, Mahajan, A, Hadley, D, Xue, LT, Workalemahu, T, Heard-Costa, NL, den Hoed, M, Ahluwalia, TS, Qi, QB, Ngwa, JS, Renstrom, F, Quaye, L, Eicher, JD, Hayes, J E, Cornelis, M, Kutalik, Z, Lim, E, Luan, J, Huffman, JE, Zhang, WH, Zhao, W, Griffin, PJ, Haller, T, Ahmad, Shahzad, Marques-Vidal, PM, Bien, S, Yengo, L, Teumer, A, Smith, AV, Kumari, M, Harder, MN, Justesen, JM, Kleber, ME, Hollensted, M, Lohman, K, Rivera, NV, Whitfield, JB, Zhao, JH, Stringham, HM, Lyytikainen, LP, Huppertz, C, Willemsen, G, Peyrot, WJ, Wu, Fenny, Kristiansson, K, Demirkan, Ayse, Fornage, M, Hassinen, M, Bielak, LF, Cadby, G, Tanaka, T, Magl, R, van der Most, PJ, Jackson, AU, Bragg-Gresham, JL, Vitart, V, Marten, J, Navarro, P, Bellis, C, Pasko, D, Johansson, A, Snitker, S, Cheng, YC, Eriksson, J, Lim, U, Aadahl, M, Adair, LS, Amin, Najaf, Balkau, B, Auvinen, J, Beilby, J, Bergman, RN, Bergmann, S, Bertoni, AG, Blangero, J, Bonnefond, A, Bonnycastle, LL, Borja, JB, Brage, S, Busonero, F, Buyske, S, Campbell, H, Chines, PS, Collins, FS, Corre, T, Smith, GD, Delgado, GE, Dueker, N, Dorr, M, Ebeling, T, Eiriksdottir, G, Esko, T, Faul, JD, Fu, M, Faerch, K, Gieger, C, Glaser, S, Gong, J, Gordon-Larsen, P, Grallert, H, Grammer, TB, Grarup, N, Van Grootheest, G, Harald, K, Hastie, ND, Havulinna, AS, Hernandez, D, Hindorff, L, Hocking, LJ, Holmens, OL, Holzapfel, C, Hottenga, JJ, Huang, J, Huang, T, Hui, J, Huth, C, Hutri-Kahonen, N, James, AL, Jansson, JO, Jhun, MA, Juonala, M, Kinnunen, L, Koistinen, HA, Kolcic, I, Komulainen, P, Kuusisto, J, Kvaloy, K, Kahonen, M, Lakka, TA, Launer, LJ, Lehne, B, Lindgren, CM, Lorentzon, M, Luben, R, Marre, M (Michel), Milaneschi, Y, Monda, KL, Montgomery, GW, de Moor, MHM, Mulas, A, Muller-Nurasyid, M, Musk, AW, Mannikko, R, Mannisto, S, Narisu, N, Nauck, M, Nettleton, JA, Nolte, IM, Oldehinkel, AJ (A.), Olden, M, Ong, KK, Padmanabhan, S, Paternoster, L, Perez, J, Perola, M, Peters, A, Peters, U, Peyser, PA, Prokopenko, I, Puolijoki, H, Raitakari, OT, Rankinen, T, Rasmussen-Torvik, LJ, Rawal, R, Ridker, PM, Rose, LM, Rudan, I, Sarti, C, Sarzynski, MA, Savonen, K, Scott, WR, Sanna, S, Shuldiner, AR, Sidney, S, Silbernagel, G, Smith, BH, Smith, JA, Snieder, H, Stancakova, A, Sternfeld, B, Swift, AJ, Tammelin, T, Tan, ST, Thorand, B, Thuillier, D, Vandenput, L, Vestergaard, H, van Vliet-Ostaptchouk, JV, Vohl, MC, Volker, U, Waeber, G, Walker, M, Wild, S, Wong, A, Wright, AF, Zillikens, M.C., Zubair, N, Haiman, CA, LeMarchand, L, Gyllensten, U, Ohlsson, C, Ohlsson, CC, Hofman, Bert, Rivadeneira, Fernando, Uitterlinden, André, Perusse, L, Wilson, JF, Hayward, C, Polasek, O, Cucca, F, Hveem, K, Hartman, CA, Tonjes, A, Bandinelli, S, Palmer, LJ, Kardia, SLR, Rauramaa, R, Sorensen, TIA, Tuomilehto, J, Salomaa, V, Penninx, B, de Geus, EJC, Boomsma, DI, Lehtimaki, T, Mangino, M, Laakso, M, Bouchard, C, Martin, NG, Kuh, D, Liu, YM, Linneberg, A, Marz, W, Strauch, K, Kivimaki, M, Harris, TB, Gudnason, V, Volzke, H, Qi, L, Jarvelin, MR, Chambers, JC, Kooner, JS, Froguel, P, Kooperberg, C, Vollenweider, P, Hallmans, G, Hansen, T, Pedersen, O, Metspalu, A, Wareham, NJ, Langenberg, C, Weir, DR, Porteous, DJ, Boerwinkle, E, Chasman, DI, Abecasis, GR, Barroso, I, McCarthy, MI, Frayling, TM, O'Connell, JR, Duijn, Cornelia, Boehnke, M, Heid, IM, Mohlke, KL, Strachan, DP, Fox, CS, Liu, CT, Hirschhorn, JN, Klein, RJ, Johnson, AD, Borecki, IB, Franks, PW, North, KE, Cupples, LA, Loos, RJF, Kilpelainen, TO, Graff, M, Scott, RA, Justice, AE, Young, KL, Feitosa, MF, Barata, L, Winkler, TW, Chu, AY, Mahajan, A, Hadley, D, Xue, LT, Workalemahu, T, Heard-Costa, NL, den Hoed, M, Ahluwalia, TS, Qi, QB, Ngwa, JS, Renstrom, F, Quaye, L, Eicher, JD, Hayes, J E, Cornelis, M, Kutalik, Z, Lim, E, Luan, J, Huffman, JE, Zhang, WH, Zhao, W, Griffin, PJ, Haller, T, Ahmad, Shahzad, Marques-Vidal, PM, Bien, S, Yengo, L, Teumer, A, Smith, AV, Kumari, M, Harder, MN, Justesen, JM, Kleber, ME, Hollensted, M, Lohman, K, Rivera, NV, Whitfield, JB, Zhao, JH, Stringham, HM, Lyytikainen, LP, Huppertz, C, Willemsen, G, Peyrot, WJ, Wu, Fenny, Kristiansson, K, Demirkan, Ayse, Fornage, M, Hassinen, M, Bielak, LF, Cadby, G, Tanaka, T, Magl, R, van der Most, PJ, Jackson, AU, Bragg-Gresham, JL, Vitart, V, Marten, J, Navarro, P, Bellis, C, Pasko, D, Johansson, A, Snitker, S, Cheng, YC, Eriksson, J, Lim, U, Aadahl, M, Adair, LS, Amin, Najaf, Balkau, B, Auvinen, J, Beilby, J, Bergman, RN, Bergmann, S, Bertoni, AG, Blangero, J, Bonnefond, A, Bonnycastle, LL, Borja, JB, Brage, S, Busonero, F, Buyske, S, Campbell, H, Chines, PS, Collins, FS, Corre, T, Smith, GD, Delgado, GE, Dueker, N, Dorr, M, Ebeling, T, Eiriksdottir, G, Esko, T, Faul, JD, Fu, M, Faerch, K, Gieger, C, Glaser, S, Gong, J, Gordon-Larsen, P, Grallert, H, Grammer, TB, Grarup, N, Van Grootheest, G, Harald, K, Hastie, ND, Havulinna, AS, Hernandez, D, Hindorff, L, Hocking, LJ, Holmens, OL, Holzapfel, C, Hottenga, JJ, Huang, J, Huang, T, Hui, J, Huth, C, Hutri-Kahonen, N, James, AL, Jansson, JO, Jhun, MA, Juonala, M, Kinnunen, L, Koistinen, HA, Kolcic, I, Komulainen, P, Kuusisto, J, Kvaloy, K, Kahonen, M, Lakka, TA, Launer, LJ, Lehne, B, Lindgren, CM, Lorentzon, M, Luben, R, Marre, M (Michel), Milaneschi, Y, Monda, KL, Montgomery, GW, de Moor, MHM, Mulas, A, Muller-Nurasyid, M, Musk, AW, Mannikko, R, Mannisto, S, Narisu, N, Nauck, M, Nettleton, JA, Nolte, IM, Oldehinkel, AJ (A.), Olden, M, Ong, KK, Padmanabhan, S, Paternoster, L, Perez, J, Perola, M, Peters, A, Peters, U, Peyser, PA, Prokopenko, I, Puolijoki, H, Raitakari, OT, Rankinen, T, Rasmussen-Torvik, LJ, Rawal, R, Ridker, PM, Rose, LM, Rudan, I, Sarti, C, Sarzynski, MA, Savonen, K, Scott, WR, Sanna, S, Shuldiner, AR, Sidney, S, Silbernagel, G, Smith, BH, Smith, JA, Snieder, H, Stancakova, A, Sternfeld, B, Swift, AJ, Tammelin, T, Tan, ST, Thorand, B, Thuillier, D, Vandenput, L, Vestergaard, H, van Vliet-Ostaptchouk, JV, Vohl, MC, Volker, U, Waeber, G, Walker, M, Wild, S, Wong, A, Wright, AF, Zillikens, M.C., Zubair, N, Haiman, CA, LeMarchand, L, Gyllensten, U, Ohlsson, C, Ohlsson, CC, Hofman, Bert, Rivadeneira, Fernando, Uitterlinden, André, Perusse, L, Wilson, JF, Hayward, C, Polasek, O, Cucca, F, Hveem, K, Hartman, CA, Tonjes, A, Bandinelli, S, Palmer, LJ, Kardia, SLR, Rauramaa, R, Sorensen, TIA, Tuomilehto, J, Salomaa, V, Penninx, B, de Geus, EJC, Boomsma, DI, Lehtimaki, T, Mangino, M, Laakso, M, Bouchard, C, Martin, NG, Kuh, D, Liu, YM, Linneberg, A, Marz, W, Strauch, K, Kivimaki, M, Harris, TB, Gudnason, V, Volzke, H, Qi, L, Jarvelin, MR, Chambers, JC, Kooner, JS, Froguel, P, Kooperberg, C, Vollenweider, P, Hallmans, G, Hansen, T, Pedersen, O, Metspalu, A, Wareham, NJ, Langenberg, C, Weir, DR, Porteous, DJ, Boerwinkle, E, Chasman, DI, Abecasis, GR, Barroso, I, McCarthy, MI, Frayling, TM, O'Connell, JR, Duijn, Cornelia, Boehnke, M, Heid, IM, Mohlke, KL, Strachan, DP, Fox, CS, Liu, CT, Hirschhorn, JN, Klein, RJ, Johnson, AD, Borecki, IB, Franks, PW, North, KE, Cupples, LA, Loos, RJF, and Kilpelainen, TO
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- 2017
28. Genome-wide meta-analysis associates HLA-DQA1/DRB1 and LPA and lifestyle factors with human longevity
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Joshi, PK, Pirastu, N, Kentistou, KA, Fischer, K, Hofer, E, Schraut, KE, Clark, DW, Nutile, T, Barnes, CLK, Timmers, P, Shen, X, Gandin, I, McDaid, AF, Hansen, TF, Gordon, SD, Giulianini, F, Boutin, TS, Abdellaoui, A, Zhao, W, Medina-Gomez, C, Bartz, TM, Trompet, S, Lange, LA, Raffield, L, van der Spek, Ashley, Galesloot, TE, Proitsi, P, Yanek, LR, Bielak, LF, Payton, A, Murgia, F, Concas, MP, Biino, G, Tajuddin, S M, Seppala, I, Amin, Najaf, Boerwinkle, E, Borglum, AD, Campbell, A (Archie), Demerath, EW, Demuth, I, Faul, JD, Ford, I, Gialluisi, A, Gogele, M, Graff, M, Hingorani, A, Hottenga, JJ, Hougaard, DM, Hurme, MA, Ikram, Arfan, Jylha, M, Kuh, D, Ligthart, L, Lill, CM, Lindenberger, U, Lumley, T, Magi, R, Marques-Vidal, P, Medland, SE, Milani, L, Nagy, R, Ollier, WER, Peyser, PA, Pramstaller, PP, Ridker, PM, Rivadeneira, F, Ruggiero, D, Saba, Y, Schmidt, R, Schmidt, H, Slagboom, PE (Eline), Smith, BH, Smith, JA, Sotoodehnia, N, Steinhagen-Thiessen, E, van Rooij, FJA, Verbeek, AL, Vermeulen, SH, Vollenweider, P, Wang, YP, Werge, T, Whitfield, JB, Zonderman, AB, Lehtimaki, T, Evans, MK, Pirastu, M, Fuchsberger, C, Bertram, L, Pendleton, N, Kardia, SLR, Ciullo, M, Becker, DM, Wong, A, Psaty, BM, Duijn, Cornelia, Wilson, JG, Jukema, JW, Kiemeney, L, Uitterlinden, André, Franceschini, N, North, KE, Weir, DR, Metspalu, A, Boomsma, DI, Hayward, C, Chasman, D, Martin, NG, Sattar, N, Campbell, H, Esko, T, Kutalik, Z, Wilson, JF, Joshi, PK, Pirastu, N, Kentistou, KA, Fischer, K, Hofer, E, Schraut, KE, Clark, DW, Nutile, T, Barnes, CLK, Timmers, P, Shen, X, Gandin, I, McDaid, AF, Hansen, TF, Gordon, SD, Giulianini, F, Boutin, TS, Abdellaoui, A, Zhao, W, Medina-Gomez, C, Bartz, TM, Trompet, S, Lange, LA, Raffield, L, van der Spek, Ashley, Galesloot, TE, Proitsi, P, Yanek, LR, Bielak, LF, Payton, A, Murgia, F, Concas, MP, Biino, G, Tajuddin, S M, Seppala, I, Amin, Najaf, Boerwinkle, E, Borglum, AD, Campbell, A (Archie), Demerath, EW, Demuth, I, Faul, JD, Ford, I, Gialluisi, A, Gogele, M, Graff, M, Hingorani, A, Hottenga, JJ, Hougaard, DM, Hurme, MA, Ikram, Arfan, Jylha, M, Kuh, D, Ligthart, L, Lill, CM, Lindenberger, U, Lumley, T, Magi, R, Marques-Vidal, P, Medland, SE, Milani, L, Nagy, R, Ollier, WER, Peyser, PA, Pramstaller, PP, Ridker, PM, Rivadeneira, F, Ruggiero, D, Saba, Y, Schmidt, R, Schmidt, H, Slagboom, PE (Eline), Smith, BH, Smith, JA, Sotoodehnia, N, Steinhagen-Thiessen, E, van Rooij, FJA, Verbeek, AL, Vermeulen, SH, Vollenweider, P, Wang, YP, Werge, T, Whitfield, JB, Zonderman, AB, Lehtimaki, T, Evans, MK, Pirastu, M, Fuchsberger, C, Bertram, L, Pendleton, N, Kardia, SLR, Ciullo, M, Becker, DM, Wong, A, Psaty, BM, Duijn, Cornelia, Wilson, JG, Jukema, JW, Kiemeney, L, Uitterlinden, André, Franceschini, N, North, KE, Weir, DR, Metspalu, A, Boomsma, DI, Hayward, C, Chasman, D, Martin, NG, Sattar, N, Campbell, H, Esko, T, Kutalik, Z, and Wilson, JF
- Published
- 2017
29. Genome-wide meta-analysis of 241,258 adults accounting for smoking behaviour identifies novel loci for obesity traits
- Author
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Justice, AE, Winkler, TW, Feitosa, MF, Graff, M, Fisher, V A, Young, K, Barata, L, Deng, X, Czajkowski, J, Hadley, D, Ngwa, JS, Ahluwalia, TS, Chu, AY, Heard-Costa, NL, Lim, E, Perez, J, Eicher, JD, Kutalik, Z, Xue, L, Mahajan, A, Renstrom, F, Wu, J, Qi, QB, Ahmad, Shahzad, Alfred, T, Amin, Najaf, Bielak, LF, Bonnefond, A, Bragg, J, Cadby, G, Chittani, M, Coggeshall, S, Corre, T, Direk, N, Eriksson, J, Fischer, K, Gorski, M, Harder, MN, Horikoshi, M, Huang, T, Huffman, JE, Jackson, AU, Justesen, JM, Kanoni, S, Kinnunen, L, Kleber, ME, Komulainen, P, Kumari, M, Lim, U, Luan, J, Lyytikainen, LP, Mangino, M, Manichaikul, A, Marten, J, Middelberg, RPS, Mueller-Nurasyid, M, Navarro, P, Perusse, L, Pervjakova, N, Sarti, C, Smith, AV, Smith, JA, Stancakova, A, Strawbridge, RJ, Stringham, HM, Sung, YJ, Tanaka, T, Teumer, A, Trompet, S, van der Laan, SW, van der Most, PJ, van Vliet-Ostaptchouk, JV, Vedantam, SL, Verweij, N (Niek), Vink, JM, Vitart, V, Wu, Fenny, Yengo, L, Zhang, WH, Zhao, JH, Zimmermann, ME, Zubair, N, Abecasis, GR, Adair, LS, Afaq, S, Afzal, U, Bakker, SJL, Bartz, TM, Beilby, J, Bergman, RN, Bergmann, S, Biffar, R, Blangero, J, Boerwinkle, E, Bonnycastle, LL, Bottinger, E, Braga, D, Buckley, BM, Buyske, S, Campbell, H, Chambers, JC, Collins, FS, Curran, JE, de Borst, GJ, de Craen, AJM, de Geus, EJC, Dedoussis, G, Delgado, GE, den Ruijter, HM, Eiriksdottir, G, Eriksson, AL, Esko, T, Faul, JD, Ford, I, Forrester, T, Gertow, K, Gigante, B, Glorioso, N, Gong, J, Grallert, H, Grammer, TB, Grarup, N, Haitjema, S, Hallmans, G, Hamsten, A, Hansen, T, Harris, TB, Hartman, CA, Hassinen, M, Hastie, ND, Heath, AC, Hernandez, D, Hindorff, L, Hocking, LJ, Hollensted, M, Holmen, OL, Homuth, G, Hottenga, JJ, Huang, J, Hung, J, Hutri-Kahonen, N, Ingelsson, E, James, AL, Jansson, JO, Jarvelin, MR, Jhun, MA, Jorgensen, ME, Juonala, M, Kahonen, M, Karlsson, M, Koistinen, HA, Kolcic, I, Kolovou, G, Kooperberg, C, Kramer, BK, Kuusisto, J, Kvaloy, K, Lakka, TA, Langenberg, C, Launer, LJ, Leander, K, Lee, NR, Lind, L, Lindgren, CM, Linneberg, A, Lobbens, S, Loh, M, Lorentzon, M, Luben, R, Lubke, G, Ludolph-Donislawski, A, Lupoli, S, Madden, PAF, Mannikko, R, Marques-Vidal, P, Martin, NG, McKenzie, CA, McKnight, B, Mellstrom, D, Menni, C, Montgomery, GW, Musk, AW, Narisu, N, Nauck, M, Nolte, IM, Oldehinkel, AJ, Olden, M, Ong, KK, Padmanabhan, S, Peyser, PA, Pisinger, C, Porteous, DJ, Raitakari, OT, Rankinen, T, Rao, DC, Rasmussen-Torvik, LJ, Rawal, R, Rice, T, Ridker, PM, Rose, LM, Bien, SA, Rudan, I, Sanna, S, Sarzynski, MA, Sattar, N, Savonen, K, Schlessinger, D, Scholtens, s, Schurmann, C, Scott, RA, Sennblad, B, Siemelink, MA, Silbernagel, G, Slagboom, PE (Eline), Snieder, H, Staessen, JA, Stott, DJ, Swertz, MA, Swift, AJ, Taylor, KD, Tayo, BO, Thorand, B, Thuillier, D, Tuomilehto, J, Uitterlinden, André, Vandenput, L, Vohl, MC, Volzke, H, Vonk, JM, Waeber, G, Waldenberger, M, Westendorp, RGJ, Wild, S, Willemsen, G, Wolffenbuttel, BHR, Wong, A, Wright, AF, Zhao, W, Zillikens, M.C., Baldassarre, D, Balkau, B, Bandinelli, S, Boger, CA, Boomsma, DI, Bouchard, C, Bruinenberg, M, Chasman, DI, Chen, YDI, Chines, PS, Cooper, RS, Cucca, F, Cusi, D, de Faire, U, Ferrucci, L, Franks, PW, Froguel, P, Gordon-Larsen, P, Grabe, HJ, Gudnason, V, Haiman, CA, Hayward, C, Hveem, K, Johnson, AD, Jukema, W, Kardia, SLR, Kivimaki, M, Kooner, JS, Kuh, D, Laakso, M, Lehtimaki, T, Le Marchand, L, Marz, W, McCarthy, MI, Metspalu, A, Morris, AP, Ohlsson, C, Palmer, LJ, Pasterkamp, G, Pedersen, O, Peters, A, Peters, U, Polasek, O, Psaty, BM, Qi, L, Rauramaa, R, Smith, BH, Sorensen, TIA, Strauch, K, Tiemeier, Henning, Tremoli, E, van der Harst, P, Vestergaard, H, Vollenweider, P, Wareham, NJ, Weir, DR, Whitfield, JB, Wilson, JF, Tyrrell, J, Frayling, TM, Barroso, I, Boehnke, M, Deloukas, P, Fox, CS, Hirschhorn, JN, Hunter, DJ, Spector, TD, Strachan, DP, Duijn, Cornelia, Heid, IM, Mohlke, KL, Marchini, J, Loos, RJF, Kilpelainen, TO, Liu, CT, Borecki, IB, North, KE, Cupples, LA, Justice, AE, Winkler, TW, Feitosa, MF, Graff, M, Fisher, V A, Young, K, Barata, L, Deng, X, Czajkowski, J, Hadley, D, Ngwa, JS, Ahluwalia, TS, Chu, AY, Heard-Costa, NL, Lim, E, Perez, J, Eicher, JD, Kutalik, Z, Xue, L, Mahajan, A, Renstrom, F, Wu, J, Qi, QB, Ahmad, Shahzad, Alfred, T, Amin, Najaf, Bielak, LF, Bonnefond, A, Bragg, J, Cadby, G, Chittani, M, Coggeshall, S, Corre, T, Direk, N, Eriksson, J, Fischer, K, Gorski, M, Harder, MN, Horikoshi, M, Huang, T, Huffman, JE, Jackson, AU, Justesen, JM, Kanoni, S, Kinnunen, L, Kleber, ME, Komulainen, P, Kumari, M, Lim, U, Luan, J, Lyytikainen, LP, Mangino, M, Manichaikul, A, Marten, J, Middelberg, RPS, Mueller-Nurasyid, M, Navarro, P, Perusse, L, Pervjakova, N, Sarti, C, Smith, AV, Smith, JA, Stancakova, A, Strawbridge, RJ, Stringham, HM, Sung, YJ, Tanaka, T, Teumer, A, Trompet, S, van der Laan, SW, van der Most, PJ, van Vliet-Ostaptchouk, JV, Vedantam, SL, Verweij, N (Niek), Vink, JM, Vitart, V, Wu, Fenny, Yengo, L, Zhang, WH, Zhao, JH, Zimmermann, ME, Zubair, N, Abecasis, GR, Adair, LS, Afaq, S, Afzal, U, Bakker, SJL, Bartz, TM, Beilby, J, Bergman, RN, Bergmann, S, Biffar, R, Blangero, J, Boerwinkle, E, Bonnycastle, LL, Bottinger, E, Braga, D, Buckley, BM, Buyske, S, Campbell, H, Chambers, JC, Collins, FS, Curran, JE, de Borst, GJ, de Craen, AJM, de Geus, EJC, Dedoussis, G, Delgado, GE, den Ruijter, HM, Eiriksdottir, G, Eriksson, AL, Esko, T, Faul, JD, Ford, I, Forrester, T, Gertow, K, Gigante, B, Glorioso, N, Gong, J, Grallert, H, Grammer, TB, Grarup, N, Haitjema, S, Hallmans, G, Hamsten, A, Hansen, T, Harris, TB, Hartman, CA, Hassinen, M, Hastie, ND, Heath, AC, Hernandez, D, Hindorff, L, Hocking, LJ, Hollensted, M, Holmen, OL, Homuth, G, Hottenga, JJ, Huang, J, Hung, J, Hutri-Kahonen, N, Ingelsson, E, James, AL, Jansson, JO, Jarvelin, MR, Jhun, MA, Jorgensen, ME, Juonala, M, Kahonen, M, Karlsson, M, Koistinen, HA, Kolcic, I, Kolovou, G, Kooperberg, C, Kramer, BK, Kuusisto, J, Kvaloy, K, Lakka, TA, Langenberg, C, Launer, LJ, Leander, K, Lee, NR, Lind, L, Lindgren, CM, Linneberg, A, Lobbens, S, Loh, M, Lorentzon, M, Luben, R, Lubke, G, Ludolph-Donislawski, A, Lupoli, S, Madden, PAF, Mannikko, R, Marques-Vidal, P, Martin, NG, McKenzie, CA, McKnight, B, Mellstrom, D, Menni, C, Montgomery, GW, Musk, AW, Narisu, N, Nauck, M, Nolte, IM, Oldehinkel, AJ, Olden, M, Ong, KK, Padmanabhan, S, Peyser, PA, Pisinger, C, Porteous, DJ, Raitakari, OT, Rankinen, T, Rao, DC, Rasmussen-Torvik, LJ, Rawal, R, Rice, T, Ridker, PM, Rose, LM, Bien, SA, Rudan, I, Sanna, S, Sarzynski, MA, Sattar, N, Savonen, K, Schlessinger, D, Scholtens, s, Schurmann, C, Scott, RA, Sennblad, B, Siemelink, MA, Silbernagel, G, Slagboom, PE (Eline), Snieder, H, Staessen, JA, Stott, DJ, Swertz, MA, Swift, AJ, Taylor, KD, Tayo, BO, Thorand, B, Thuillier, D, Tuomilehto, J, Uitterlinden, André, Vandenput, L, Vohl, MC, Volzke, H, Vonk, JM, Waeber, G, Waldenberger, M, Westendorp, RGJ, Wild, S, Willemsen, G, Wolffenbuttel, BHR, Wong, A, Wright, AF, Zhao, W, Zillikens, M.C., Baldassarre, D, Balkau, B, Bandinelli, S, Boger, CA, Boomsma, DI, Bouchard, C, Bruinenberg, M, Chasman, DI, Chen, YDI, Chines, PS, Cooper, RS, Cucca, F, Cusi, D, de Faire, U, Ferrucci, L, Franks, PW, Froguel, P, Gordon-Larsen, P, Grabe, HJ, Gudnason, V, Haiman, CA, Hayward, C, Hveem, K, Johnson, AD, Jukema, W, Kardia, SLR, Kivimaki, M, Kooner, JS, Kuh, D, Laakso, M, Lehtimaki, T, Le Marchand, L, Marz, W, McCarthy, MI, Metspalu, A, Morris, AP, Ohlsson, C, Palmer, LJ, Pasterkamp, G, Pedersen, O, Peters, A, Peters, U, Polasek, O, Psaty, BM, Qi, L, Rauramaa, R, Smith, BH, Sorensen, TIA, Strauch, K, Tiemeier, Henning, Tremoli, E, van der Harst, P, Vestergaard, H, Vollenweider, P, Wareham, NJ, Weir, DR, Whitfield, JB, Wilson, JF, Tyrrell, J, Frayling, TM, Barroso, I, Boehnke, M, Deloukas, P, Fox, CS, Hirschhorn, JN, Hunter, DJ, Spector, TD, Strachan, DP, Duijn, Cornelia, Heid, IM, Mohlke, KL, Marchini, J, Loos, RJF, Kilpelainen, TO, Liu, CT, Borecki, IB, North, KE, and Cupples, LA
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- 2017
30. Correction: Genome-wide physical activity interactions in adiposity - A meta-analysis of 200,452 adults.
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Graff, M., Scott, R.A., Justice, A.E., Young, K.L., Feitosa, M.F., Barata, L., Winkler, T.W., Chu, A.Y., Mahajan, A., Hadley, D., Xue, L., Workalemahu, T., Heard-Costa, N.L., den Hoed, M., Ahluwalia, T.S., Qi, Q., Ngwa, J.S., Renström, F., Quaye, L., Eicher, J.D., Hayes, J.E., Cornelis, M., Kutalik, Z., Lim, E., Luan, J., Huffman, J.E., Zhang, W., Zhao, W., Griffin, P.J., Haller, T., Ahmad, S., Marques-Vidal, P.M., Bien, S., Yengo, L., Teumer, A., Smith, A.V., Kumari, M., Harder, M.N., Justesen, J.M., Kleber, M.E., Hollensted, M., Lohman, K., Rivera, N.V., Whitfield, J.B., Zhao, J.H., Stringham, H.M., Lyytikäinen, L.P., Huppertz, C., Willemsen, G., Peyrot, W.J., Wu, Y., Kristiansson, K., Demirkan, A., Fornage, M., Hassinen, M., Bielak, L.F., Cadby, G., Tanaka, T., Mägi, R., van der Most, P.J., Jackson, A.U., Bragg-Gresham, J.L., Vitart, V., Marten, J., Navarro, P., Bellis, C., Pasko, D., Johansson, Å., Snitker, S., Cheng, Y.C., Eriksson, J., Lim, U., Aadahl, M., Adair, L.S., Amin, N., Balkau, B., Auvinen, J., Beilby, J., Bergman, R.N., Bergmann, S., Bertoni, A.G., Blangero, J., Bonnefond, A., Bonnycastle, L.L., Borja, J.B., Brage, S., Busonero, F., Buyske, S., Campbell, H., Chines, P.S., Collins, F.S., Corre, T., Smith, G.D., Delgado, G.E., Dueker, N., Dörr, M., Ebeling, T., Eiriksdottir, G., Esko, T., Faul, J.D., Fu, M., Færch, K., Gieger, C., Gläser, S., Gong, J., Gordon-Larsen, P., Grallert, H., Grammer, T.B., Grarup, N., van Grootheest, G., Harald, K., Hastie, N.D., Havulinna, A.S., Hernandez, D., Hindorff, L., Hocking, L.J., Holmens, O.L., Holzapfel, C., Hottenga, J.J., Huang, J., Huang, T., Hui, J., Huth, C., Hutri-Kähönen, N., James, A.L., Jansson, J.O., Jhun, M.A., Juonala, M., Kinnunen, L., Koistinen, H.A., Kolcic, I., Komulainen, P., Kuusisto, J., Kvaløy, K., Kähönen, M., Lakka, T.A., Launer, L.J., Lehne, B., Lindgren, C.M., Lorentzon, M., Luben, R., Marre, M., Milaneschi, Y., Monda, K.L., Montgomery, G.W., De Moor, MHM, Mulas, A., Müller-Nurasyid, M., Musk, A.W., Männikkö, R., Männistö, S., Narisu, N., Nauck, M., Nettleton, J.A., Nolte, I.M., Oldehinkel, A.J., Olden, M., Ong, K.K., Padmanabhan, S., Paternoster, L., Perez, J., Perola, M., Peters, A., Peters, U., Peyser, P.A., Prokopenko, I., Puolijoki, H., Raitakari, O.T., Rankinen, T., Rasmussen-Torvik, L.J., Rawal, R., Ridker, P.M., Rose, L.M., Rudan, I., Sarti, C., Sarzynski, M.A., Savonen, K., Scott, W.R., Sanna, S., Shuldiner, A.R., Sidney, S., Silbernagel, G., Smith, B.H., Smith, J.A., Snieder, H., Stančáková, A., Sternfeld, B., Swift, A.J., Tammelin, T., Tan, S.T., Thorand, B., Thuillier, D., Vandenput, L., Vestergaard, H., van Vliet-Ostaptchouk, J.V., Vohl, M.C., Völker, U., Waeber, G., Walker, M., Wild, S., Wong, A., Wright, A.F., Zillikens, M.C., Zubair, N., Haiman, C.A., Lemarchand, L., Gyllensten, U., Ohlsson, C., Hofman, A., Rivadeneira, F., Uitterlinden, A.G., Pérusse, L., Wilson, J.F., Hayward, C., Polasek, O., Cucca, F., Hveem, K., Hartman, C.A., Tönjes, A., Bandinelli, S., Palmer, L.J., Kardia, SLR, Rauramaa, R., Sørensen, TIA, Tuomilehto, J., Salomaa, V., Penninx, BWJH, de Geus, EJC, Boomsma, D.I., Lehtimäki, T., Mangino, M., Laakso, M., Bouchard, C., Martin, N.G., Kuh, D., Liu, Y., Linneberg, A., März, W., Strauch, K., Kivimäki, M., Harris, T.B., Gudnason, V., Völzke, H., Qi, L., Järvelin, M.R., Chambers, J.C., Kooner, J.S., Froguel, P., Kooperberg, C., Vollenweider, P., Hallmans, G., Hansen, T., Pedersen, O., Metspalu, A., Wareham, N.J., Langenberg, C., Weir, D.R., Porteous, D.J., Boerwinkle, E., Chasman, D.I., CHARGE, Consortium, EPIC-InterAct, Consortium, PAGE, Consortium, Abecasis, G.R., Barroso, I., McCarthy, M.I., Frayling, T.M., O'Connell, J.R., van Duijn, C.M., Boehnke, M., Heid, I.M., Mohlke, K.L., Strachan, D.P., Fox, C.S., Liu, C.T., Hirschhorn, J.N., Klein, R.J., Johnson, A.D., Borecki, I.B., Franks, P.W., North, K.E., Cupples, L.A., Loos, RJF, Kilpeläinen, T.O., Graff, M., Scott, R.A., Justice, A.E., Young, K.L., Feitosa, M.F., Barata, L., Winkler, T.W., Chu, A.Y., Mahajan, A., Hadley, D., Xue, L., Workalemahu, T., Heard-Costa, N.L., den Hoed, M., Ahluwalia, T.S., Qi, Q., Ngwa, J.S., Renström, F., Quaye, L., Eicher, J.D., Hayes, J.E., Cornelis, M., Kutalik, Z., Lim, E., Luan, J., Huffman, J.E., Zhang, W., Zhao, W., Griffin, P.J., Haller, T., Ahmad, S., Marques-Vidal, P.M., Bien, S., Yengo, L., Teumer, A., Smith, A.V., Kumari, M., Harder, M.N., Justesen, J.M., Kleber, M.E., Hollensted, M., Lohman, K., Rivera, N.V., Whitfield, J.B., Zhao, J.H., Stringham, H.M., Lyytikäinen, L.P., Huppertz, C., Willemsen, G., Peyrot, W.J., Wu, Y., Kristiansson, K., Demirkan, A., Fornage, M., Hassinen, M., Bielak, L.F., Cadby, G., Tanaka, T., Mägi, R., van der Most, P.J., Jackson, A.U., Bragg-Gresham, J.L., Vitart, V., Marten, J., Navarro, P., Bellis, C., Pasko, D., Johansson, Å., Snitker, S., Cheng, Y.C., Eriksson, J., Lim, U., Aadahl, M., Adair, L.S., Amin, N., Balkau, B., Auvinen, J., Beilby, J., Bergman, R.N., Bergmann, S., Bertoni, A.G., Blangero, J., Bonnefond, A., Bonnycastle, L.L., Borja, J.B., Brage, S., Busonero, F., Buyske, S., Campbell, H., Chines, P.S., Collins, F.S., Corre, T., Smith, G.D., Delgado, G.E., Dueker, N., Dörr, M., Ebeling, T., Eiriksdottir, G., Esko, T., Faul, J.D., Fu, M., Færch, K., Gieger, C., Gläser, S., Gong, J., Gordon-Larsen, P., Grallert, H., Grammer, T.B., Grarup, N., van Grootheest, G., Harald, K., Hastie, N.D., Havulinna, A.S., Hernandez, D., Hindorff, L., Hocking, L.J., Holmens, O.L., Holzapfel, C., Hottenga, J.J., Huang, J., Huang, T., Hui, J., Huth, C., Hutri-Kähönen, N., James, A.L., Jansson, J.O., Jhun, M.A., Juonala, M., Kinnunen, L., Koistinen, H.A., Kolcic, I., Komulainen, P., Kuusisto, J., Kvaløy, K., Kähönen, M., Lakka, T.A., Launer, L.J., Lehne, B., Lindgren, C.M., Lorentzon, M., Luben, R., Marre, M., Milaneschi, Y., Monda, K.L., Montgomery, G.W., De Moor, MHM, Mulas, A., Müller-Nurasyid, M., Musk, A.W., Männikkö, R., Männistö, S., Narisu, N., Nauck, M., Nettleton, J.A., Nolte, I.M., Oldehinkel, A.J., Olden, M., Ong, K.K., Padmanabhan, S., Paternoster, L., Perez, J., Perola, M., Peters, A., Peters, U., Peyser, P.A., Prokopenko, I., Puolijoki, H., Raitakari, O.T., Rankinen, T., Rasmussen-Torvik, L.J., Rawal, R., Ridker, P.M., Rose, L.M., Rudan, I., Sarti, C., Sarzynski, M.A., Savonen, K., Scott, W.R., Sanna, S., Shuldiner, A.R., Sidney, S., Silbernagel, G., Smith, B.H., Smith, J.A., Snieder, H., Stančáková, A., Sternfeld, B., Swift, A.J., Tammelin, T., Tan, S.T., Thorand, B., Thuillier, D., Vandenput, L., Vestergaard, H., van Vliet-Ostaptchouk, J.V., Vohl, M.C., Völker, U., Waeber, G., Walker, M., Wild, S., Wong, A., Wright, A.F., Zillikens, M.C., Zubair, N., Haiman, C.A., Lemarchand, L., Gyllensten, U., Ohlsson, C., Hofman, A., Rivadeneira, F., Uitterlinden, A.G., Pérusse, L., Wilson, J.F., Hayward, C., Polasek, O., Cucca, F., Hveem, K., Hartman, C.A., Tönjes, A., Bandinelli, S., Palmer, L.J., Kardia, SLR, Rauramaa, R., Sørensen, TIA, Tuomilehto, J., Salomaa, V., Penninx, BWJH, de Geus, EJC, Boomsma, D.I., Lehtimäki, T., Mangino, M., Laakso, M., Bouchard, C., Martin, N.G., Kuh, D., Liu, Y., Linneberg, A., März, W., Strauch, K., Kivimäki, M., Harris, T.B., Gudnason, V., Völzke, H., Qi, L., Järvelin, M.R., Chambers, J.C., Kooner, J.S., Froguel, P., Kooperberg, C., Vollenweider, P., Hallmans, G., Hansen, T., Pedersen, O., Metspalu, A., Wareham, N.J., Langenberg, C., Weir, D.R., Porteous, D.J., Boerwinkle, E., Chasman, D.I., CHARGE, Consortium, EPIC-InterAct, Consortium, PAGE, Consortium, Abecasis, G.R., Barroso, I., McCarthy, M.I., Frayling, T.M., O'Connell, J.R., van Duijn, C.M., Boehnke, M., Heid, I.M., Mohlke, K.L., Strachan, D.P., Fox, C.S., Liu, C.T., Hirschhorn, J.N., Klein, R.J., Johnson, A.D., Borecki, I.B., Franks, P.W., North, K.E., Cupples, L.A., Loos, RJF, and Kilpeläinen, T.O.
- Abstract
[This corrects the article DOI: 10.1371/journal.pgen.1006528.].
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- 2017
31. GENOME-WIDE ASSOCIATION STUDY (GWAS) AND GENOME-WIDE BY ENVIRONMENT INTERACTION STUDY (GWEIS) OF DEPRESSIVE SYMPTOMS IN AFRICAN AMERICAN AND HISPANIC/LATINA WOMEN
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Dunn, EC, Wiste, A, Radmanesh, F, Almli, LM, Gogarten, SM, Sofer, T, Faul, JD, Kardia, SLR, Smith, JA, Weir, DR, Zhao, W, Soare, TW, Mirza, Saira, Hek, Karin, Tiemeier, Henning, Goveas, JS, Sarto, GE, Snively, BM, Cornelis, M, Koenen, KC, Kraft, P, Purcell, S, Ressler, KJ, Rosand, J, Wassertheil-Smoller, S, Smoller, JW, Epidemiology, and Psychiatry
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Depression ,Hispanic or Latino ,Middle Aged ,Polymorphism, Single Nucleotide ,Article ,Black or African American ,Life Change Events ,Phenotype ,Risk Factors ,Humans ,Female ,Gene-Environment Interaction ,Self Report ,Aged ,Genome-Wide Association Study - Abstract
BackgroundGenome-wide association studies (GWAS) have made little progress in identifying variants linked to depression. We hypothesized that examining depressive symptoms and considering gene-environment interaction (GxE) might improve efficiency for gene discovery. We therefore conducted a GWAS and genome-wide by environment interaction study (GWEIS) of depressive symptoms. MethodsUsing data from the SHARe cohort of the Women's Health Initiative, comprising African Americans (n = 7,179) and Hispanics/Latinas (n = 3,138), we examined genetic main effects and GxE with stressful life events and social support. We also conducted a heritability analysis using genome-wide complex trait analysis (GCTA). Replication was attempted in four independent cohorts. ResultsNo SNPs achieved genome-wide significance for main effects in either discovery sample. The top signals in African Americans were rs73531535 (located 20 kb from GPR139, P = 5.75 x 10(-8)) and rs75407252 (intronic to CACNA2D3, P = 6.99 x 10(-7)). In Hispanics/Latinas, the top signals were rs2532087 (located 27 kb from CD38, P = 2.44 x 10(-7)) and rs4542757 (intronic to DCC, P = 7.31 x 10(-7)). In the GEWIS with stressful life events, one interaction signal was genome-wide significant in African Americans (rs4652467; P = 4.10 x 10(-10); located 14 kb from CEP350). This interaction was not observed in a smaller replication cohort. Although heritability estimates for depressive symptoms and stressful life events were each less than 10%, they were strongly genetically correlated (rG = 0.95), suggesting that common variation underlying self-reported depressive symptoms and stressful life event exposure, though modest on their own, were highly overlapping in this sample. ConclusionsOur results underscore the need for larger samples, more GEWIS, and greater investigation into genetic and environmental determinants of depressive symptoms in minorities.
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- 2015
32. Large-Scale Genomic Analyses Link Reproductive Aging to Hypothalamic Signaling, Breast Cancer Susceptibility, and BRCA1-Mediated DNA Repair EDITORIAL COMMENT
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Day, FR, Ruth, KS, Thompson, DJ, Lunetta, KL, Pervjakova, N, Chasman, DI, Stolk, Lisette, Finucane, HK, Sulem, P, Bulik-Sullivan, B, Esko, T, Johnson, AD, Elks, CE, Franceschini, N, He, C, Altmaier, E, Brody, JA, Franke, LL, Huffman, JE, Keller, MF, McArdle, PF, Nutile, T, Porcu, E, Robino, A, Rose, LM, Schick, UM, Smith, JA, Teumer, A, Traglia, M, Vuckovic, D, Yao, J, Zhao, W, Albrecht, E, Amin, Najaf, Corre, T, Hottenga, JJ (Jouke Jan), Mangino, M, Smith, AV, Tanaka, T, Abecasis, GR, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arndt, V, Arnold, AM, Barbieri, C, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bernstein, L, Bielinski, SJ, Blomqvist, C, Boerwinkle, E, Bogdanova, NV, Bojesen, SE, Bolla, MK, Borresen-Dale, AL, Boutin, TS, Brauch, H, Brenner, H, Bruning, T, Burwinkel, B, Campbell, A (Archie), Campbell, H, Chanock, SJ, Chapman, JR, Chen, YDI, Chenevix-Trench, G, Couch, FJ, Coviello, AD, Cox, A, Czene, K, Darabi, H, de Vivo, I, Demerath, EW, Dennis, J, Devilee, P, Dork, T, dos-Santos-Silva, I, Dunning, AM, Eicher, JD, Fasching, PA, Faul, JD, Figueroa, J, Flesch-Janys, D, Gandin, I, Garcia, ME, Garcia-Closas, M, Giles, GG, Girotto, GG, Goldberg, MS, Gonzalez-Neira, A, Goodarzi, MO, Grove, ML, Gudbjartsson, DF, Guenel, P, Guo, XQ, Haiman, CA, Hall, P, Hamann, U, Henderson, BE, Hocking, LJ, Hofman, Bert, Homuth, G, Hooning, Maartje, Hopper, JL, Hu, FB, Huang, JY, Humphreys, K, Hunter, DJ, Jakubowska, A, Jones, SE, Kabisch, M, Karasik, D, Knight, JA, Kolcic, I, Kooperberg, C, Kosma, VM, Kriebel, J, Kristensen, V, Lambrechts, D, Langenberg, C, Li, JM, Li, X, Lindstrom, S, Liu, YM, Luan, JA, Lubinski, J, Magi, R, Mannermaa, A, Manz, J, Margolin, S, Marten, J, Martin, NG, Masciullo, C, Meindl, A, Michailidou, K, Mihailov, E, Milani, L, Milne, RL, Muller-Nurasyid, M, Nalls, M, Neale, BM, Nevanlinna, H, Neven, P, Newman, AB, Nordestgaard, BG, Olson, JE, Padmanabhan, S, Peterlongo, P, Peters, U, Petersmann, A, Peto, J, Pharoah, PDP, Pirastu, NN, Pirie, A, Pistis, G, Polasek, O, Porteous, D, Psaty, BM, Pylkas, K, Radice, P, Raffel, LJ, Rivadeneira, Fernando, Rudan, I, Rudolph, A, Ruggiero, D, Sala, CF, Sanna, S, Sawyer, EJ, Schlessinger, D, Schmidt, MK (Marjanka), Schmidt, F, Schmutzler, RK, Schoemaker, MJ, Scott, RA, Seynaeve, Caroline, Simard, J, Sorice, R, Southey, MC, Stockl, D, Strauch, K, Swerdlow, A, Taylor, KD, Thorsteinsdottir, U, Toland, AE, Tomlinson, I, Truong, T, Tryggvadottir, L, Turner, ST, Vozzi, D, Wang, Q (Qing), Wellons, M, Willemsen, G, Wilson, JF, Winqvist, R, Wolffenbuttel, BBHR, Wright, AF, Yannoukakos, D, Zemunik, T, Zheng, W, Zygmunt, M, Bergmann, S, Boomsma, DI, Buring, JE, Ferrucci, L, Montgomery, GW, Gudnason, V, Spector, TD, Duijn, Cornelia, Alizadeh, BZ, Ciullo, M, Crisponi, L, Easton, DF, Gasparini, PP, Gieger, C, Harris, TB, Hayward, C, Kardia, SLR, Kraft, P, McKnight, B, Metspalu, A, Morrison, AC, Reiner, AP, Ridker, PM, Rotter, JI, Toniolo, D, Uitterlinden, André, Ulivi, S, Volzke, H, Wareham, NJ, Weir, DR, Yerges-Armstrong, LM, Price, AL, Stefansson, K, Visser, Jenny, Ong, KK, Chang-Claude, J, Murabito, JM, Perry, JRB, Murray, A, Systems Ecology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, Internal Medicine, Epidemiology, Medical Oncology, and Clinical Genetics
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SDG 3 - Good Health and Well-being - Published
- 2015
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33. Multiethnic Genome-Wide Association Study of Cerebral White Matter Hyperintensities on MRI
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Verhaaren, BFJ, Debette, S, Bis, JC, Smith, JA, Ikram, MK, Adams, HH, Beecham, AH, Rajan, KB, Lopez, LM, Barral, S, Van Buchem, MA, Van Der Grond, J, Smith, AV, Hegenscheid, K, Aggarwal, NT, De Andrade, M, Atkinson, EJ, Beekman, M, Beiser, AS, Blanton, SH, Boerwinkle, E, Brickman, AM, Bryan, RN, Chauhan, G, Chen, CPLH, Chouraki, V, De Craen, AJM, Crivello, F, Deary, IJ, Deelen, J, De Jager, PL, Dufouil, C, Elkind, MSV, Evans, DA, Freudenberger, P, Gottesman, RF, Gunason, V, Habes, M, Heckbert, SR, Heiss, G, Hilal, S, Hofer, E, Hofman, A, Ibrahim-Verbaas, CA, Knopman, DS, Lewis, CE, Liao, J, Liewald, DCM, Luciano, M, Van Der Lugt, A, Martinez, OO, Mayeux, R, Mazoyer, B, Nalls, M, Nauck, M, Niessen, WJ, Oostra, BA, Psaty, BM, Rice, KM, Rotter, JI, Von Sarnowski, B, Schmidt, H, Schreiner, PJ, Schuur, M, Sidney, SS, Sigurdsson, S, Slagboom, PE, Stott, DJM, Van Swieten, JC, Teumer, A, Töglhofer, AM, Traylor, M, Trompet, S, Turner, ST, Tzourio, C, Uh, HW, Uitterlinden, AG, Vernooij, MW, Wang, JJ, Wong, TY, Wardlaw, JM, Windham, BG, Wittfeld, K, Wolf, C, Wright, CB, Yang, Q, Zhao, W, Zijdenbos, A, Jukema, JW, Sacco, RL, Kardia, SLR, Amouyel, P, Mosley, TH, Longstreth, WT, DeCarli, CC, Van Duijn, CM, Schmidt, R, Launer, LJ, and Grabe, HJ
- Subjects
genome-wide association study ,hypertension ,leukoencephalopathies ,polymorphisms, single nucleotide ,cerebrovascular disorders ,cerebral small vessel diseases - Abstract
© 2015 American Heart Association, Inc. Background-The burden of cerebral white matter hyperintensities (WMH) is associated with an increased risk of stroke, dementia, and death. WMH are highly heritable, but their genetic underpinnings are incompletely characterized. To identify novel genetic variants influencing WMH burden, we conducted a meta-analysis of multiethnic genome-wide association studies. Methods and Results-We included 21 079 middle-aged to elderly individuals from 29 population-based cohorts, who were free of dementia and stroke and were of European (n=17 936), African (n=1943), Hispanic (n=795), and Asian (n=405) descent. WMH burden was quantified on MRI either by a validated automated segmentation method or a validated visual grading scale. Genotype data in each study were imputed to the 1000 Genomes reference. Within each ethnic group, we investigated the relationship between each single-nucleotide polymorphism and WMH burden using a linear regression model adjusted for age, sex, intracranial volume, and principal components of ancestry. A meta-analysis was conducted for each ethnicity separately and for the combined sample. In the European descent samples, we confirmed a previously known locus on chr17q25 (P=2.7×10-19) and identified novel loci on chr10q24 (P=1.6×10-9) and chr2p21 (P=4.4×10-8). In the multiethnic meta-analysis, we identified 2 additional loci, on chr1q22 (P=2.0×10-8) and chr2p16 (P=1.5×10-8). The novel loci contained genes that have been implicated in Alzheimer disease (chr2p21 and chr10q24), intracerebral hemorrhage (chr1q22), neuroinflammatory diseases (chr2p21), and glioma (chr10q24 and chr2p16). Conclusions-We identified 4 novel genetic loci that implicate inflammatory and glial proliferative pathways in the development of WMH in addition to previously proposed ischemic mechanisms.
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- 2015
- Full Text
- View/download PDF
34. Genetic associations at 53 loci highlight cell types and biological pathways relevant for kidney function
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Pattaro, C, Teumer, A, Gorski, M, Chu, AY, Li, M, Mijatovic, V, Garnaas, M, Tin, A, Sorice, R, Li, Y, Taliun, D, Olden, M, Foster, M, Yang, Q, Chen, M-H, Pers, TH, Johnson, AD, Ko, Y-A, Fuchsberger, C, Tayo, B, Nalls, M, Feitosa, MF, Isaacs, A, Dehghan, A, d'Adamo, P, Adeyemo, A, Dieffenbach, AK, Zonderman, AB, Nolte, IM, van der Most, PJ, Wright, AF, Shuldiner, AR, Morrison, AC, Hofman, A, Smith, AV, Dreisbach, AW, Franke, A, Uitterlinden, AG, Metspalu, A, Tonjes, A, Lupo, A, Robino, A, Johansson, A, Demirkan, A, Kollerits, B, Freedman, BI, Ponte, B, Oostra, BA, Paulweber, B, Kraemer, BK, Mitchell, BD, Buckley, BM, Peralta, CA, Hayward, C, Helmer, C, Rotimi, CN, Shaffer, CM, Mueller, C, Sala, C, van Duijn, CM, Saint-Pierre, A, Ackermann, D, Shriner, D, Ruggiero, D, Toniolo, D, Lu, Y, Cusi, D, Czamara, D, Ellinghaus, D, Siscovick, DS, Ruderfer, D, Gieger, C, Grallert, H, Rochtchina, E, Atkinson, EJ, Holliday, EG, Boerwinkle, E, Salvi, E, Bottinger, EP, Murgia, F, Rivadeneira, F, Ernst, F, Kronenberg, F, Hu, FB, Navis, GJ, Curhan, GC, Ehret, GB, Homuth, G, Coassin, S, Thun, G-A, Pistis, G, Gambaro, G, Malerba, G, Montgomery, GW, Eiriksdottir, G, Jacobs, G, Li, G, Wichmann, H-E, Campbell, H, Schmidt, H, Wallaschofski, H, Voelzke, H, Brenner, H, Kroemer, HK, Kramer, H, Lin, H, Leach, IM, Ford, I, Guessous, I, Rudan, I, Prokopenko, I, Borecki, I, Heid, IM, Kolcic, I, Persico, I, Jukema, JW, Wilson, JF, Felix, JF, Divers, J, Lambert, J-C, Stafford, JM, Gaspoz, J-M, Smith, JA, Faul, JD, Wang, JJ, Ding, J, Hirschhorn, JN, Attia, J, Whitfield, JB, Chalmers, J, Viikari, J, Coresh, J, Denny, JC, Karjalainen, J, Fernandes, JK, Endlich, K, Butterbach, K, Keene, KL, Lohman, K, Portas, L, Launer, LJ, Lyytikaeinen, L-P, Yengo, L, Franke, L, Ferrucci, L, Rose, LM, Kedenko, L, Rao, M, Struchalin, M, Kleber, ME, Cavalieri, M, Haun, M, Cornelis, MC, Ciullo, M, Pirastu, M, de Andrade, M, McEvoy, MA, Woodward, M, Adam, M, Cocca, M, Nauck, M, Imboden, M, Waldenberger, M, Pruijm, M, Metzger, M, Stumvoll, M, Evans, MK, Sale, MM, Kaehoenen, M, Boban, M, Bochud, M, Rheinberger, M, Verweij, N, Bouatia-Naji, N, Martin, NG, Hastie, N, Probst-Hensch, N, Soranzo, N, Devuyst, O, Raitakari, O, Gottesman, O, Franco, OH, Polasek, O, Gasparini, P, Munroe, PB, Ridker, PM, Mitchell, P, Muntner, P, Meisinger, C, Smit, JH, Kovacs, P, Wild, PS, Froguel, P, Rettig, R, Maegi, R, Biffar, R, Schmidt, R, Middelberg, RPS, Carroll, RJ, Penninx, BW, Scott, RJ, Katz, R, Sedaghat, S, Wild, SH, Kardia, SLR, Ulivi, S, Hwang, S-J, Enroth, S, Kloiber, S, Trompet, S, Stengel, B, Hancock, SJ, Turner, ST, Rosas, SE, Stracke, S, Harris, TB, Zeller, T, Zemunik, T, Lehtimaeki, T, Illig, T, Aspelund, T, Nikopensius, T, Esko, T, Tanaka, T, Gyllensten, U, Voelker, U, Emilsson, V, Vitart, V, Aalto, V, Gudnason, V, Chouraki, V, Chen, W-M, Igl, W, Maerz, W, Koenig, W, Lieb, W, Loos, RJF, Liu, Y, Snieder, H, Pramstaller, PP, Parsa, A, O'Connell, JR, Susztak, K, Hamet, P, Tremblay, J, de Boer, IH, Boeger, CA, Goessling, W, Chasman, DI, Koettgen, A, Kao, WHL, Fox, CS, Pattaro, C, Teumer, A, Gorski, M, Chu, AY, Li, M, Mijatovic, V, Garnaas, M, Tin, A, Sorice, R, Li, Y, Taliun, D, Olden, M, Foster, M, Yang, Q, Chen, M-H, Pers, TH, Johnson, AD, Ko, Y-A, Fuchsberger, C, Tayo, B, Nalls, M, Feitosa, MF, Isaacs, A, Dehghan, A, d'Adamo, P, Adeyemo, A, Dieffenbach, AK, Zonderman, AB, Nolte, IM, van der Most, PJ, Wright, AF, Shuldiner, AR, Morrison, AC, Hofman, A, Smith, AV, Dreisbach, AW, Franke, A, Uitterlinden, AG, Metspalu, A, Tonjes, A, Lupo, A, Robino, A, Johansson, A, Demirkan, A, Kollerits, B, Freedman, BI, Ponte, B, Oostra, BA, Paulweber, B, Kraemer, BK, Mitchell, BD, Buckley, BM, Peralta, CA, Hayward, C, Helmer, C, Rotimi, CN, Shaffer, CM, Mueller, C, Sala, C, van Duijn, CM, Saint-Pierre, A, Ackermann, D, Shriner, D, Ruggiero, D, Toniolo, D, Lu, Y, Cusi, D, Czamara, D, Ellinghaus, D, Siscovick, DS, Ruderfer, D, Gieger, C, Grallert, H, Rochtchina, E, Atkinson, EJ, Holliday, EG, Boerwinkle, E, Salvi, E, Bottinger, EP, Murgia, F, Rivadeneira, F, Ernst, F, Kronenberg, F, Hu, FB, Navis, GJ, Curhan, GC, Ehret, GB, Homuth, G, Coassin, S, Thun, G-A, Pistis, G, Gambaro, G, Malerba, G, Montgomery, GW, Eiriksdottir, G, Jacobs, G, Li, G, Wichmann, H-E, Campbell, H, Schmidt, H, Wallaschofski, H, Voelzke, H, Brenner, H, Kroemer, HK, Kramer, H, Lin, H, Leach, IM, Ford, I, Guessous, I, Rudan, I, Prokopenko, I, Borecki, I, Heid, IM, Kolcic, I, Persico, I, Jukema, JW, Wilson, JF, Felix, JF, Divers, J, Lambert, J-C, Stafford, JM, Gaspoz, J-M, Smith, JA, Faul, JD, Wang, JJ, Ding, J, Hirschhorn, JN, Attia, J, Whitfield, JB, Chalmers, J, Viikari, J, Coresh, J, Denny, JC, Karjalainen, J, Fernandes, JK, Endlich, K, Butterbach, K, Keene, KL, Lohman, K, Portas, L, Launer, LJ, Lyytikaeinen, L-P, Yengo, L, Franke, L, Ferrucci, L, Rose, LM, Kedenko, L, Rao, M, Struchalin, M, Kleber, ME, Cavalieri, M, Haun, M, Cornelis, MC, Ciullo, M, Pirastu, M, de Andrade, M, McEvoy, MA, Woodward, M, Adam, M, Cocca, M, Nauck, M, Imboden, M, Waldenberger, M, Pruijm, M, Metzger, M, Stumvoll, M, Evans, MK, Sale, MM, Kaehoenen, M, Boban, M, Bochud, M, Rheinberger, M, Verweij, N, Bouatia-Naji, N, Martin, NG, Hastie, N, Probst-Hensch, N, Soranzo, N, Devuyst, O, Raitakari, O, Gottesman, O, Franco, OH, Polasek, O, Gasparini, P, Munroe, PB, Ridker, PM, Mitchell, P, Muntner, P, Meisinger, C, Smit, JH, Kovacs, P, Wild, PS, Froguel, P, Rettig, R, Maegi, R, Biffar, R, Schmidt, R, Middelberg, RPS, Carroll, RJ, Penninx, BW, Scott, RJ, Katz, R, Sedaghat, S, Wild, SH, Kardia, SLR, Ulivi, S, Hwang, S-J, Enroth, S, Kloiber, S, Trompet, S, Stengel, B, Hancock, SJ, Turner, ST, Rosas, SE, Stracke, S, Harris, TB, Zeller, T, Zemunik, T, Lehtimaeki, T, Illig, T, Aspelund, T, Nikopensius, T, Esko, T, Tanaka, T, Gyllensten, U, Voelker, U, Emilsson, V, Vitart, V, Aalto, V, Gudnason, V, Chouraki, V, Chen, W-M, Igl, W, Maerz, W, Koenig, W, Lieb, W, Loos, RJF, Liu, Y, Snieder, H, Pramstaller, PP, Parsa, A, O'Connell, JR, Susztak, K, Hamet, P, Tremblay, J, de Boer, IH, Boeger, CA, Goessling, W, Chasman, DI, Koettgen, A, Kao, WHL, and Fox, CS
- Abstract
Reduced glomerular filtration rate defines chronic kidney disease and is associated with cardiovascular and all-cause mortality. We conducted a meta-analysis of genome-wide association studies for estimated glomerular filtration rate (eGFR), combining data across 133,413 individuals with replication in up to 42,166 individuals. We identify 24 new and confirm 29 previously identified loci. Of these 53 loci, 19 associate with eGFR among individuals with diabetes. Using bioinformatics, we show that identified genes at eGFR loci are enriched for expression in kidney tissues and in pathways relevant for kidney development and transmembrane transporter activity, kidney structure, and regulation of glucose metabolism. Chromatin state mapping and DNase I hypersensitivity analyses across adult tissues demonstrate preferential mapping of associated variants to regulatory regions in kidney but not extra-renal tissues. These findings suggest that genetic determinants of eGFR are mediated largely through direct effects within the kidney and highlight important cell types and biological pathways.
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- 2016
35. Genome-wide association study identifies 74 loci associated with educational attainment
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Okbay, Aysu, Beauchamp, JP, Fontana, MA, Lee, JJ, Pers, TH, Rietveld, Niels, Turley, P, Chen, GB, Emilsson, V, Meddens, SFW, Oskarsson, S, Pickrell, JK, Thom, K, Timshel, P, Vlaming, Ronald, Abdellaoui, A, Ahluwalia, TS, Bacelis, J, Baumbach, C, Bjornsdottir, G, Brandsma, Johan, Concas, MP, Derringer, J, Furlotte, NA, Galesloot, TE, Girotto, G, Gupta, R, Hall, LM, Harris, SE, Hofer, E, Horikoshi, M, Huffman, JE, Kaasik, K, Kalafati, IP, Karlsson, R, Kong, A, Lahti, J, van der Lee, Sven, de Leeuw, C, Lind, PA, Lindgren, KO, Liu, T, Mangino, M, Marten, J, Mihailov, E, Miller, MB, van der Most, PJ, Oldmeadow, C, Payton, A, Pervjakova, N, Peyrot, WJ, Qian, Y, Raitakari, O, Rueedi, R, Salvi, E, Schmidt, B, Schraut, KE, Shi, JX, Smith, AV, Poot, Raymond, St Pourcain, B, Teumer, A, Thorleifsson, G, Verweij, N (Niek), Vuckovic, D, Wellmann, J, Westra, HJ, Yang, JY, Zhao, W, Zhu, ZH, Alizadeh, BZ, Amin, Najaf, Bakshi, A, Baumeister, SE, Biino, G, Bonnelykke, K, Boyle, PA, Campbell, H, Cappuccio, FP, Davies, G, De Neve, JE, Deloukas, P, Demuth, I, Ding, J, Eibich, P, Eisele, L, Eklund, N, Evans, DM, Faul, JD, Feitosa, MF, Forstner, AJ, Gandin, I, Gunnarsson, B, Halldorsson, BV, Harris, TB, Heath, AC, Hocking, LJ, Holliday, EG, Homuth, G, Horan, MA, Hottenga, JJ, De Jager, PL, Joshi, PK, Jugessur, A, Kaakinen, MA, Kahonen, M, Kanoni, S, Keltigangas-Jarvinen, L, Kiemeney, LALM, Kolcic, I, Koskinen, S, Kraja, AT, Kroh, M, Kutalik, Z, Latvala, A, Launer, LJ, Lebreton, MP, Levinson, DF, Lichtenstein, P, Lichtner, P, Liewald, DCM, Loukola, A, Madden, PA, Magi, R, Maki-Opas, T, Marioni, RE, Marques-Vidal, P, Meddens, GA, McMahon, G, Meisinger, C, Meitinger, T, Milaneschi, Y, Milani, L, Montgomery, GW, Myhre, R, Nelson, CP, Nyholt, DR, Ollier, WER, Palotie, A, Paternoster, L, Pedersen, NL, Petrovic, KE, Porteous, DJ, Raikkonen, K, Ring, SM, Robino, A, Rostapshova, O, Rudan, I, Rustichini, A, Salomaa, V, Sanders, AR, Sarin, AP, Schmidt, Heléna, Scott, RJ, Smith, BH, Smith, JA, Staessen, JA, Steinhagen-Thiessen, E, Strauch, K, Terracciano, A, Tobin, MD, Ulivi, S, Vaccargiu, S, Quaye, L, van Rooij, FJA, Venturini, C, Vinkhuyzen, AAE, Volker, U, Volzke, H, Vonk, JM, Vozzi, D, Waage, J, Ware, EB, Willemsen, G, Attia, JR, Bennett, DA, Berger, K, Bertram, L, Bisgaard, H, Boomsma, DI, Borecki, IB, Bultmann, U, Chabris, CF, Cucca, F, Cusi, D, Deary, IJ, Dedoussis, GV, Duijn, Cornelia, Eriksson, JG, Franke, B, Franke, L, Gasparini, P, Gejman, PV, Gieger, C, Grabe, HJ, Gratten, J, Groenen, Patrick, Gudnason, V, van der Harst, P, Hayward, C, Hinds, DA, Hoffmann, W, Hyppnen, E, Iacono, WG, Jacobsson, B, Jarvelin, MR, Jockel, KH, Kaprio, J, Kardia, SLR, Lehtimaki, T, Lehrer, SF, Magnusson, PKE, Martin, NG, McGue, M, Metspalu, A, Pendleton, N, Penninx, BWJH, Perola, M, Pirastu, N, Pirastu, M, Polasek, O, Posthuma, Daniëlle, Power, C, Province, MA, Samani, NJ, Schlessinger, D, Schmidt, R, Sorensen, TIA, Spector, TD, Stefansson, K, Thorsteinsdottir, U, Thurik, Roy, Timpson, NJ, Tiemeier, Henning, Tung, JY, Uitterlinden, André, Vitart, V, Vollenweider, P, Weir, DR, Wilson, JF, Wright, AF, Conley, DC, Krueger, RF, Smith, GD, Hofman, Bert, Laibson, DI, Medland, SE, Meyer, MN, Yang, Jiaqi, Johannesson, M, Visscher, PM, Esko, T, Koellinger, PD, Cesarini, D, Benjamin, DJ, Okbay, Aysu, Beauchamp, JP, Fontana, MA, Lee, JJ, Pers, TH, Rietveld, Niels, Turley, P, Chen, GB, Emilsson, V, Meddens, SFW, Oskarsson, S, Pickrell, JK, Thom, K, Timshel, P, Vlaming, Ronald, Abdellaoui, A, Ahluwalia, TS, Bacelis, J, Baumbach, C, Bjornsdottir, G, Brandsma, Johan, Concas, MP, Derringer, J, Furlotte, NA, Galesloot, TE, Girotto, G, Gupta, R, Hall, LM, Harris, SE, Hofer, E, Horikoshi, M, Huffman, JE, Kaasik, K, Kalafati, IP, Karlsson, R, Kong, A, Lahti, J, van der Lee, Sven, de Leeuw, C, Lind, PA, Lindgren, KO, Liu, T, Mangino, M, Marten, J, Mihailov, E, Miller, MB, van der Most, PJ, Oldmeadow, C, Payton, A, Pervjakova, N, Peyrot, WJ, Qian, Y, Raitakari, O, Rueedi, R, Salvi, E, Schmidt, B, Schraut, KE, Shi, JX, Smith, AV, Poot, Raymond, St Pourcain, B, Teumer, A, Thorleifsson, G, Verweij, N (Niek), Vuckovic, D, Wellmann, J, Westra, HJ, Yang, JY, Zhao, W, Zhu, ZH, Alizadeh, BZ, Amin, Najaf, Bakshi, A, Baumeister, SE, Biino, G, Bonnelykke, K, Boyle, PA, Campbell, H, Cappuccio, FP, Davies, G, De Neve, JE, Deloukas, P, Demuth, I, Ding, J, Eibich, P, Eisele, L, Eklund, N, Evans, DM, Faul, JD, Feitosa, MF, Forstner, AJ, Gandin, I, Gunnarsson, B, Halldorsson, BV, Harris, TB, Heath, AC, Hocking, LJ, Holliday, EG, Homuth, G, Horan, MA, Hottenga, JJ, De Jager, PL, Joshi, PK, Jugessur, A, Kaakinen, MA, Kahonen, M, Kanoni, S, Keltigangas-Jarvinen, L, Kiemeney, LALM, Kolcic, I, Koskinen, S, Kraja, AT, Kroh, M, Kutalik, Z, Latvala, A, Launer, LJ, Lebreton, MP, Levinson, DF, Lichtenstein, P, Lichtner, P, Liewald, DCM, Loukola, A, Madden, PA, Magi, R, Maki-Opas, T, Marioni, RE, Marques-Vidal, P, Meddens, GA, McMahon, G, Meisinger, C, Meitinger, T, Milaneschi, Y, Milani, L, Montgomery, GW, Myhre, R, Nelson, CP, Nyholt, DR, Ollier, WER, Palotie, A, Paternoster, L, Pedersen, NL, Petrovic, KE, Porteous, DJ, Raikkonen, K, Ring, SM, Robino, A, Rostapshova, O, Rudan, I, Rustichini, A, Salomaa, V, Sanders, AR, Sarin, AP, Schmidt, Heléna, Scott, RJ, Smith, BH, Smith, JA, Staessen, JA, Steinhagen-Thiessen, E, Strauch, K, Terracciano, A, Tobin, MD, Ulivi, S, Vaccargiu, S, Quaye, L, van Rooij, FJA, Venturini, C, Vinkhuyzen, AAE, Volker, U, Volzke, H, Vonk, JM, Vozzi, D, Waage, J, Ware, EB, Willemsen, G, Attia, JR, Bennett, DA, Berger, K, Bertram, L, Bisgaard, H, Boomsma, DI, Borecki, IB, Bultmann, U, Chabris, CF, Cucca, F, Cusi, D, Deary, IJ, Dedoussis, GV, Duijn, Cornelia, Eriksson, JG, Franke, B, Franke, L, Gasparini, P, Gejman, PV, Gieger, C, Grabe, HJ, Gratten, J, Groenen, Patrick, Gudnason, V, van der Harst, P, Hayward, C, Hinds, DA, Hoffmann, W, Hyppnen, E, Iacono, WG, Jacobsson, B, Jarvelin, MR, Jockel, KH, Kaprio, J, Kardia, SLR, Lehtimaki, T, Lehrer, SF, Magnusson, PKE, Martin, NG, McGue, M, Metspalu, A, Pendleton, N, Penninx, BWJH, Perola, M, Pirastu, N, Pirastu, M, Polasek, O, Posthuma, Daniëlle, Power, C, Province, MA, Samani, NJ, Schlessinger, D, Schmidt, R, Sorensen, TIA, Spector, TD, Stefansson, K, Thorsteinsdottir, U, Thurik, Roy, Timpson, NJ, Tiemeier, Henning, Tung, JY, Uitterlinden, André, Vitart, V, Vollenweider, P, Weir, DR, Wilson, JF, Wright, AF, Conley, DC, Krueger, RF, Smith, GD, Hofman, Bert, Laibson, DI, Medland, SE, Meyer, MN, Yang, Jiaqi, Johannesson, M, Visscher, PM, Esko, T, Koellinger, PD, Cesarini, D, and Benjamin, DJ
- Abstract
Educational attainment is strongly influenced by social and other environmental factors, but genetic factors are estimated to account for at least 20% of the variation across individuals(1). Here we report the results of a genome-wide association study (GWAS) for educational attainment that extends our earlier discovery sample(1,2) of 101,069 individuals to 293,723 individuals, and a replication study in an independent sample of 111,349 individuals from the UK Biobank. We identify 74 genome-wide significant loci associated with the number of years of schooling completed. Single-nucleotide polymorphisms associated with educational attainment are disproportionately found in genomic regions regulating gene expression in the fetal brain. Candidate genes are preferentially expressed in neural tissue, especially during the prenatal period, and enriched for biological pathways involved in neural development. Our findings demonstrate that, even for a behavioural phenotype that is mostly environmentally determined, a well-powered GWAS identifies replicable associated genetic variants that suggest biologically relevant pathways. Because educational attainment is measured in large numbers of individuals, it will continue to be useful as a proxy phenotype in efforts to characterize the genetic influences of related phenotypes, including cognition and neuropsychiatric diseases.
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- 2016
36. GWAS analysis of handgrip and lower body strength in older adults in the CHARGE consortium
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Matteini, A M, Tanaka, T, Karasik, D, Atzmon, G, Chou, WC, Eicher, JD, Johnson, AD, Arnold, AM, Callisaya, ML, Davies, G, Evans, DS, Holtfreter, B, Lohman, K, Lunetta, KL, Mangino, M, Smith, AV, Smith, JA, Teumer, A, Yu, L, Arking, DE, Buchman, AS, Chibinik, L B, De Jager, PL, Evans, DA, Faul, JD, Garcia, ME, Gillham-Nasenya, I, Gudnason, V, Hofman, Bert, Hsu, YH, Ittermann, T, Lahousse, Lies, Liewald, DC, Liu, YM, Lopez, L, Rivadeneira, Fernando, Rotter, JI, Siggeirsdottir, K, Starr, JM, Thomson, R, Tranah, GJ, Uitterlinden, André, Volker, U, Volzke, H, Weir, DR, Yaffe, K, Zhao, W, Zhuang, WV, Zmuda, JM, Bennett, DA, Cummings, SR, Deary, IJ, Ferrucci, L, Harris, TB, Kardia, SLR, Kocher, T, Kritchevsky, SB, Psaty, BM, Seshadri, S, Spector, TD, Srikanth, V K, Windham, BG, Zillikens, M.C., Newman, AB, Walston, JD, Kiel, DP, Murabito, JM, Matteini, A M, Tanaka, T, Karasik, D, Atzmon, G, Chou, WC, Eicher, JD, Johnson, AD, Arnold, AM, Callisaya, ML, Davies, G, Evans, DS, Holtfreter, B, Lohman, K, Lunetta, KL, Mangino, M, Smith, AV, Smith, JA, Teumer, A, Yu, L, Arking, DE, Buchman, AS, Chibinik, L B, De Jager, PL, Evans, DA, Faul, JD, Garcia, ME, Gillham-Nasenya, I, Gudnason, V, Hofman, Bert, Hsu, YH, Ittermann, T, Lahousse, Lies, Liewald, DC, Liu, YM, Lopez, L, Rivadeneira, Fernando, Rotter, JI, Siggeirsdottir, K, Starr, JM, Thomson, R, Tranah, GJ, Uitterlinden, André, Volker, U, Volzke, H, Weir, DR, Yaffe, K, Zhao, W, Zhuang, WV, Zmuda, JM, Bennett, DA, Cummings, SR, Deary, IJ, Ferrucci, L, Harris, TB, Kardia, SLR, Kocher, T, Kritchevsky, SB, Psaty, BM, Seshadri, S, Spector, TD, Srikanth, V K, Windham, BG, Zillikens, M.C., Newman, AB, Walston, JD, Kiel, DP, and Murabito, JM
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- 2016
37. DNA methylation signatures of chronic low-grade inflammation are associated with complex diseases
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Ligthart, Symen, Marzi, C, Aslibekyan, S, Mendelson, MM, Conneely, KN, Tanaka, T, Colicino, E, Waite, LL, Joehanes, R, Guan, WH, Brody, JA, Elks, C, Marioni, R, Jhun, MA, Agha, G, Bressler, J, Ward-Caviness, CK, Chen, BH, Huan, TX, Bakulski, K, Salfati, EL, Wahl, S, Schramm, K, Sha, J, Hernandez, DG, Just, AC, Smith, JA, Sotoodehnia, N, Pilling, LC, Pankow, JS, Tsao, PS, Liu, CY, Zhao, W, Guarrera, S, Michopoulos, VJ, Smith, AK, Peters, Marjolein, Melzer, D, Vokonas, P, Fornage, M, Prokisch, H, Bis, JC, Chu, AY, Herder, Cindy, Grallert, H, Yao, C, Shah, S, Mcrae, AF, Lin, HH, Horvath, S, Fallin, D, Hofman, Bert, Wareham, NJ, Wiggins, KL, Feinberg, AP, Starr, JM, Visscher, PM, Murabito, JM, Kardia, SLR, Absher, DM, Binder, EB, Singleton, AB, Bandinelli, S, Peters, A, Waldenberger, M, Matullo, G, Schwartz, JD, Demerath, EW, Uitterlinden, André, van Meurs, Joyce, Franco Duran, OH, Chen, YDI, Levy, D, Turner, ST, Deary, IJ, Ressler, KJ, Dupuis, J, Ferrucci, L, Ong, KK, Assimes, TL, Boerwinkle, E, Koenig, W, Arnett, DK, Baccarelli, AA, Benjamin, EJ, Dehghan, Abbas, Ligthart, Symen, Marzi, C, Aslibekyan, S, Mendelson, MM, Conneely, KN, Tanaka, T, Colicino, E, Waite, LL, Joehanes, R, Guan, WH, Brody, JA, Elks, C, Marioni, R, Jhun, MA, Agha, G, Bressler, J, Ward-Caviness, CK, Chen, BH, Huan, TX, Bakulski, K, Salfati, EL, Wahl, S, Schramm, K, Sha, J, Hernandez, DG, Just, AC, Smith, JA, Sotoodehnia, N, Pilling, LC, Pankow, JS, Tsao, PS, Liu, CY, Zhao, W, Guarrera, S, Michopoulos, VJ, Smith, AK, Peters, Marjolein, Melzer, D, Vokonas, P, Fornage, M, Prokisch, H, Bis, JC, Chu, AY, Herder, Cindy, Grallert, H, Yao, C, Shah, S, Mcrae, AF, Lin, HH, Horvath, S, Fallin, D, Hofman, Bert, Wareham, NJ, Wiggins, KL, Feinberg, AP, Starr, JM, Visscher, PM, Murabito, JM, Kardia, SLR, Absher, DM, Binder, EB, Singleton, AB, Bandinelli, S, Peters, A, Waldenberger, M, Matullo, G, Schwartz, JD, Demerath, EW, Uitterlinden, André, van Meurs, Joyce, Franco Duran, OH, Chen, YDI, Levy, D, Turner, ST, Deary, IJ, Ressler, KJ, Dupuis, J, Ferrucci, L, Ong, KK, Assimes, TL, Boerwinkle, E, Koenig, W, Arnett, DK, Baccarelli, AA, Benjamin, EJ, and Dehghan, Abbas
- Abstract
Background: Chronic low-grade inflammation reflects a subclinical immune response implicated in the pathogenesis of complex diseases. Identifying genetic loci where DNA methylation is associated with chronic low-grade inflammation may reveal novel pathways or therapeutic targets for inflammation. Results: We performed a meta-analysis of epigenome-wide association studies (EWAS) of serum C-reactive protein (CRP), which is a sensitive marker of low-grade inflammation, in a large European population (n = 8863) and trans-ethnic replication in African Americans (n = 4111). We found differential methylation at 218 CpG sites to be associated with CRP (P < 1.15 x 10(-7)) in the discovery panel of European ancestry and replicated (P < 2.29 x 10(-4)) 58 CpG sites (45 unique loci) among African Americans. To further characterize the molecular and clinical relevance of the findings, we examined the association with gene expression, genetic sequence variants, and clinical outcomes. DNA methylation at nine (16%) CpG sites was associated with whole blood gene expression in cis (P < 8.47 x 10(-5)), ten (17%) CpG sites were associated with a nearby genetic variant (P < 2.50 x 10(-3)), and 51 (88%) were also associated with at least one related cardiometabolic entity (P < 9.58x 10(-5)). An additive weighted score of replicated CpG sites accounted for up to 6% inter-individual variation (R-2) of age-adjusted and sex-adjusted CRP, independent of known CRP-related genetic variants. Conclusion: We have completed an EWAS of chronic low-grade inflammation and identified many novel genetic loci underlying inflammation that may serve as targets for the development of novel therapeutic interventions for inflammation.
- Published
- 2016
38. The transcriptional landscape of age in human peripheral blood
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Peters, MJ, Joehanes, R, Pilling, LC, Schurmann, C, Conneely, KN, Powell, J, Reinmaa, E, Sutphin, GL, Zhernakova, A, Schramm, K, Wilson, YA, Kobes, S, Tukiainen, T, Ramos, YF, Göring, HHH, Fornage, M, Liu, Y, Gharib, SA, Stranger, BE, De Jager, PL, Aviv, A, Levy, D, Murabito, JM, Munson, PJ, Huan, T, Hofman, A, Uitterlinden, AG, Rivadeneira, F, Van Rooij, J, Stolk, L, Broer, L, Verbiest, MMPJ, Jhamai, M, Arp, P, Metspalu, A, Tserel, L, Milani, L, Samani, NJ, Peterson, P, Kasela, S, Codd, V, Peters, A, Ward-Caviness, CK, Herder, C, Waldenberger, M, Roden, M, Singmann, P, Zeilinger, S, Illig, T, Homuth, G, Grabe, HJ, Völzke, H, Steil, L, Kocher, T, Murray, A, Melzer, D, Yaghootkar, H, Bandinelli, S, Moses, EK, Kent, JW, Curran, JE, Johnson, MP, Williams-Blangero, S, Westra, HJ, McRae, AF, Smith, JA, Kardia, SLR, Hovatta, I, Perola, M, Ripatti, S, Salomaa, V, Henders, AK, Martin, NG, Smith, AK, Mehta, D, Binder, EB, Nylocks, KM, Kennedy, EM, Klengel, T, Ding, J, Suchy-Dicey, AM, Enquobahrie, DA, Brody, J, Rotter, JI, Chen, YDI, Houwing-Duistermaat, J, Kloppenburg, M, Slagboom, PE, Helmer, Q, Den Hollander, W, Bean, S, Raj, T, Bakhshi, N, Wang, QP, Oyston, LJ, Psaty, BM, Tracy, RP, Montgomery, GW, Turner, ST, Blangero, J, Peters, MJ, Joehanes, R, Pilling, LC, Schurmann, C, Conneely, KN, Powell, J, Reinmaa, E, Sutphin, GL, Zhernakova, A, Schramm, K, Wilson, YA, Kobes, S, Tukiainen, T, Ramos, YF, Göring, HHH, Fornage, M, Liu, Y, Gharib, SA, Stranger, BE, De Jager, PL, Aviv, A, Levy, D, Murabito, JM, Munson, PJ, Huan, T, Hofman, A, Uitterlinden, AG, Rivadeneira, F, Van Rooij, J, Stolk, L, Broer, L, Verbiest, MMPJ, Jhamai, M, Arp, P, Metspalu, A, Tserel, L, Milani, L, Samani, NJ, Peterson, P, Kasela, S, Codd, V, Peters, A, Ward-Caviness, CK, Herder, C, Waldenberger, M, Roden, M, Singmann, P, Zeilinger, S, Illig, T, Homuth, G, Grabe, HJ, Völzke, H, Steil, L, Kocher, T, Murray, A, Melzer, D, Yaghootkar, H, Bandinelli, S, Moses, EK, Kent, JW, Curran, JE, Johnson, MP, Williams-Blangero, S, Westra, HJ, McRae, AF, Smith, JA, Kardia, SLR, Hovatta, I, Perola, M, Ripatti, S, Salomaa, V, Henders, AK, Martin, NG, Smith, AK, Mehta, D, Binder, EB, Nylocks, KM, Kennedy, EM, Klengel, T, Ding, J, Suchy-Dicey, AM, Enquobahrie, DA, Brody, J, Rotter, JI, Chen, YDI, Houwing-Duistermaat, J, Kloppenburg, M, Slagboom, PE, Helmer, Q, Den Hollander, W, Bean, S, Raj, T, Bakhshi, N, Wang, QP, Oyston, LJ, Psaty, BM, Tracy, RP, Montgomery, GW, Turner, ST, and Blangero, J
- Abstract
Disease incidences increase with age, but the molecular characteristics of ageing that lead to increased disease susceptibility remain inadequately understood. Here we perform a whole-blood gene expression meta-analysis in 14,983 individuals of European ancestry (including replication) and identify 1,497 genes that are differentially expressed with chronological age. The age-associated genes do not harbor more age-associated CpG-methylation sites than other genes, but are instead enriched for the presence of potentially functional CpG-methylation sites in enhancer and insulator regions that associate with both chronological age and gene expression levels. We further used the gene expression profiles to calculate the 'transcriptomic age' of an individual, and show that differences between transcriptomic age and chronological age are associated with biological features linked to ageing, such as blood pressure, cholesterol levels, fasting glucose, and body mass index. The transcriptomic prediction model adds biological relevance and complements existing epigenetic prediction models, and can be used by others to calculate transcriptomic age in external cohorts.
- Published
- 2015
39. Genetic contributions to variation in general cognitive function: A meta-analysis of genome-wide association studies in the CHARGE consortium (N=53 949)
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Davies, G, Armstrong, N, Bis, JC, Bressler, J, Chouraki, V, Giddaluru, S, Hofer, E, Ibrahim-Verbaas, CA, Kirin, M, Lahti, J, Van Der Lee, SJ, Le Hellard, S, Liu, T, Marioni, RE, Oldmeadow, C, Postmus, I, Smith, AV, Smith, JA, Thalamuthu, A, Thomson, R, Vitart, V, Wang, J, Yu, L, Zgaga, L, Zhao, W, Boxall, R, Harris, SE, Hill, WD, Liewald, DC, Luciano, M, Adams, H, Ames, D, Amin, N, Amouyel, P, Assareh, AA, Au, R, Becker, JT, Beiser, A, Berr, C, Bertram, L, Boerwinkle, E, Buckley, BM, Campbell, H, Corley, J, De Jager, PL, Dufouil, C, Eriksson, JG, Espeseth, T, Faul, JD, Ford, I, Scotland, G, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Heiss, G, Hofman, A, Holliday, EG, Huffman, J, Kardia, SLR, Kochan, N, Knopman, DS, Kwok, JB, Lambert, JC, Lee, T, Li, G, Li, SC, Loitfelder, M, Lopez, OL, Lundervold, AJ, Lundqvist, A, Mather, KA, Mirza, SS, Nyberg, L, Oostra, BA, Palotie, A, Papenberg, G, Pattie, A, Petrovic, K, Polasek, O, Psaty, BM, Redmond, P, Reppermund, S, Rotter, JI, Schmidt, H, Schuur, M, Schofield, PW, Scott, RJ, Steen, VM, Stott, DJ, Van Swieten, JC, Taylor, KD, Trollor, J, Trompet, S, Uitterlinden, AG, Weinstein, G, Widen, E, Windham, BG, Jukema, JW, Wright, AF, Davies, G, Armstrong, N, Bis, JC, Bressler, J, Chouraki, V, Giddaluru, S, Hofer, E, Ibrahim-Verbaas, CA, Kirin, M, Lahti, J, Van Der Lee, SJ, Le Hellard, S, Liu, T, Marioni, RE, Oldmeadow, C, Postmus, I, Smith, AV, Smith, JA, Thalamuthu, A, Thomson, R, Vitart, V, Wang, J, Yu, L, Zgaga, L, Zhao, W, Boxall, R, Harris, SE, Hill, WD, Liewald, DC, Luciano, M, Adams, H, Ames, D, Amin, N, Amouyel, P, Assareh, AA, Au, R, Becker, JT, Beiser, A, Berr, C, Bertram, L, Boerwinkle, E, Buckley, BM, Campbell, H, Corley, J, De Jager, PL, Dufouil, C, Eriksson, JG, Espeseth, T, Faul, JD, Ford, I, Scotland, G, Gottesman, RF, Griswold, ME, Gudnason, V, Harris, TB, Heiss, G, Hofman, A, Holliday, EG, Huffman, J, Kardia, SLR, Kochan, N, Knopman, DS, Kwok, JB, Lambert, JC, Lee, T, Li, G, Li, SC, Loitfelder, M, Lopez, OL, Lundervold, AJ, Lundqvist, A, Mather, KA, Mirza, SS, Nyberg, L, Oostra, BA, Palotie, A, Papenberg, G, Pattie, A, Petrovic, K, Polasek, O, Psaty, BM, Redmond, P, Reppermund, S, Rotter, JI, Schmidt, H, Schuur, M, Schofield, PW, Scott, RJ, Steen, VM, Stott, DJ, Van Swieten, JC, Taylor, KD, Trollor, J, Trompet, S, Uitterlinden, AG, Weinstein, G, Widen, E, Windham, BG, Jukema, JW, and Wright, AF
- Abstract
General cognitive function is substantially heritable across the human life course from adolescence to old age. We investigated the genetic contribution to variation in this important, health- and well-being-related trait in middle-aged and older adults. We conducted a meta-analysis of genome-wide association studies of 31 cohorts (N=53 949) in which the participants had undertaken multiple, diverse cognitive tests. A general cognitive function phenotype was tested for, and created in each cohort by principal component analysis. We report 13 genome-wide significant single-nucleotide polymorphism (SNP) associations in three genomic regions, 6q16.1, 14q12 and 19q13.32 (best SNP and closest gene, respectively: rs10457441, P=3.93 × 10-9, MIR2113; rs17522122, P=2.55 × 10-8, AKAP6; rs10119, P=5.67 × 10-9, APOE/TOMM40). We report one gene-based significant association with the HMGN1 gene located on chromosome 21 (P=1 × 10-6). These genes have previously been associated with neuropsychiatric phenotypes. Meta-analysis results are consistent with a polygenic model of inheritance. To estimate SNP-based heritability, the genome-wide complex trait analysis procedure was applied to two large cohorts, the Atherosclerosis Risk in Communities Study (N=6617) and the Health and Retirement Study (N=5976). The proportion of phenotypic variation accounted for by all genotyped common SNPs was 29% (s.e.=5%) and 28% (s.e.=7%), respectively. Using polygenic prediction analysis, ∼1.2% of the variance in general cognitive function was predicted in the Generation Scotland cohort (N=5487; P=1.5 × 10-17). In hypothesis-driven tests, there was significant association between general cognitive function and four genes previously associated with Alzheimer's disease: TOMM40, APOE, ABCG1 and MEF2C.
- Published
- 2015
40. Large-scale genomic analyses link reproductive aging to hypothalamic signaling, breast cancer susceptibility and BRCA1-mediated DNA repair
- Author
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Day, FR, Ruth, KS, Thompson, DJ, Lunetta, KL, Pervjakova, N, Chasman, DI, Stolk, L, Finucane, HK, Sulem, P, Bulik-Sullivan, B, Esko, T, Johnson, AD, Elks, CE, Franceschini, N, He, C, Altmaier, E, Brody, JA, Franke, LL, Huffman, JE, Keller, MF, McArdle, PF, Nutile, T, Porcu, E, Robino, A, Rose, LM, Schick, UM, Smith, JA, Teumer, A, Traglia, M, Vuckovic, D, Yao, J, Zhao, W, Albrecht, E, Amin, N, Corre, T, Hottenga, J-J, Mangino, M, Smith, AV, Tanaka, T, Abecasis, GR, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arndt, V, Arnold, AM, Barbieri, C, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bernstein, L, Bielinski, SJ, Blomqvist, C, Boerwinkle, E, Bogdanova, NV, Bojesen, SE, Bolla, MK, Borresen-Dale, A-L, Boutin, TS, Brauch, H, Brenner, H, Bruening, T, Burwinkel, B, Campbell, A, Campbell, H, Chanock, SJ, Chapman, JR, Chen, Y-DI, Chenevix-Trench, G, Couch, FJ, Coviello, AD, Cox, A, Czene, K, Darabi, H, De Vivo, I, Demerath, EW, Dennis, J, Devilee, P, Doerk, T, dos-Santos-Silva, I, Dunning, AM, Eicher, JD, Fasching, PA, Faul, JD, Figueroa, J, Flesch-Janys, D, Gandin, I, Garcia, ME, Garcia-Closas, M, Giles, GG, Girotto, GG, Goldberg, MS, Gonzalez-Neira, A, Goodarzi, MO, Grove, ML, Gudbjartsson, DF, Guenel, P, Guo, X, Haiman, CA, Hall, P, Hamann, U, Henderson, BE, Hocking, LJ, Hofman, A, Homuth, G, Hooning, MJ, Hopper, JL, Hu, FB, Huang, J, Humphreys, K, Hunter, DJ, Jakubowska, A, Jones, SE, Kabisch, M, Karasik, D, Knight, JA, Kolcic, I, Kooperberg, C, Kosma, V-M, Kriebel, J, Kristensen, V, Lambrechts, D, Langenberg, C, Li, J, Li, X, Lindstroem, S, Liu, Y, Luan, J, Lubinski, J, Maegi, R, Mannermaa, A, Manz, J, Margolin, S, Marten, J, Martin, NG, Masciullo, C, Meindl, A, Michailidou, K, Mihailov, E, Milani, L, Milne, RL, Mueller-Nurasyid, M, Nalls, M, Neale, BM, Nevanlinna, H, Neven, P, Newman, AB, Nordestgaard, BG, Olson, JE, Padmanabhan, S, Peterlongo, P, Peters, U, Petersmann, A, Peto, J, Pharoah, PDP, Pirastu, NN, Pirie, A, Pistis, G, Polasek, O, Porteous, D, Psaty, BM, Pylkas, K, Radice, P, Raffel, LJ, Rivadeneira, F, Rudan, I, Rudolph, A, Ruggiero, D, Sala, CF, Sanna, S, Sawyer, EJ, Schlessinger, D, Schmidt, MK, Schmidt, F, Schmutzler, RK, Schoemaker, MJ, Scott, RA, Seynaeve, CM, Simard, J, Sorice, R, Southey, MC, Stoeckl, D, Strauch, K, Swerdlow, A, Taylor, KD, Thorsteinsdottir, U, Toland, AE, Tomlinson, I, Truong, T, Tryggvadottir, L, Turner, ST, Vozzi, D, Wang, Q, Wellons, M, Willemsen, G, Wilson, JF, Winqvist, R, Wolffenbuttel, BBHR, Wright, AF, Yannoukakos, D, Zemunik, T, Zheng, W, Zygmunt, M, Bergmann, S, Boomsma, DI, Buring, JE, Ferrucci, L, Montgomery, GW, Gudnason, V, Spector, TD, van Duijn, CM, Alizadeh, BZ, Ciullo, M, Crisponi, L, Easton, DF, Gasparini, PP, Gieger, C, Harris, TB, Hayward, C, Kardia, SLR, Kraft, P, McKnight, B, Metspalu, A, Morrison, AC, Reiner, AP, Ridker, PM, Rotter, JI, Toniolo, D, Uitterlinden, AG, Ulivi, S, Voelzke, H, Wareham, NJ, Weir, DR, Yerges-Armstrong, LM, Price, AL, Stefansson, K, Visser, JA, Ong, KK, Chang-Claude, J, Murabito, JM, Perry, JRB, Murray, A, Day, FR, Ruth, KS, Thompson, DJ, Lunetta, KL, Pervjakova, N, Chasman, DI, Stolk, L, Finucane, HK, Sulem, P, Bulik-Sullivan, B, Esko, T, Johnson, AD, Elks, CE, Franceschini, N, He, C, Altmaier, E, Brody, JA, Franke, LL, Huffman, JE, Keller, MF, McArdle, PF, Nutile, T, Porcu, E, Robino, A, Rose, LM, Schick, UM, Smith, JA, Teumer, A, Traglia, M, Vuckovic, D, Yao, J, Zhao, W, Albrecht, E, Amin, N, Corre, T, Hottenga, J-J, Mangino, M, Smith, AV, Tanaka, T, Abecasis, GR, Andrulis, IL, Anton-Culver, H, Antoniou, AC, Arndt, V, Arnold, AM, Barbieri, C, Beckmann, MW, Beeghly-Fadiel, A, Benitez, J, Bernstein, L, Bielinski, SJ, Blomqvist, C, Boerwinkle, E, Bogdanova, NV, Bojesen, SE, Bolla, MK, Borresen-Dale, A-L, Boutin, TS, Brauch, H, Brenner, H, Bruening, T, Burwinkel, B, Campbell, A, Campbell, H, Chanock, SJ, Chapman, JR, Chen, Y-DI, Chenevix-Trench, G, Couch, FJ, Coviello, AD, Cox, A, Czene, K, Darabi, H, De Vivo, I, Demerath, EW, Dennis, J, Devilee, P, Doerk, T, dos-Santos-Silva, I, Dunning, AM, Eicher, JD, Fasching, PA, Faul, JD, Figueroa, J, Flesch-Janys, D, Gandin, I, Garcia, ME, Garcia-Closas, M, Giles, GG, Girotto, GG, Goldberg, MS, Gonzalez-Neira, A, Goodarzi, MO, Grove, ML, Gudbjartsson, DF, Guenel, P, Guo, X, Haiman, CA, Hall, P, Hamann, U, Henderson, BE, Hocking, LJ, Hofman, A, Homuth, G, Hooning, MJ, Hopper, JL, Hu, FB, Huang, J, Humphreys, K, Hunter, DJ, Jakubowska, A, Jones, SE, Kabisch, M, Karasik, D, Knight, JA, Kolcic, I, Kooperberg, C, Kosma, V-M, Kriebel, J, Kristensen, V, Lambrechts, D, Langenberg, C, Li, J, Li, X, Lindstroem, S, Liu, Y, Luan, J, Lubinski, J, Maegi, R, Mannermaa, A, Manz, J, Margolin, S, Marten, J, Martin, NG, Masciullo, C, Meindl, A, Michailidou, K, Mihailov, E, Milani, L, Milne, RL, Mueller-Nurasyid, M, Nalls, M, Neale, BM, Nevanlinna, H, Neven, P, Newman, AB, Nordestgaard, BG, Olson, JE, Padmanabhan, S, Peterlongo, P, Peters, U, Petersmann, A, Peto, J, Pharoah, PDP, Pirastu, NN, Pirie, A, Pistis, G, Polasek, O, Porteous, D, Psaty, BM, Pylkas, K, Radice, P, Raffel, LJ, Rivadeneira, F, Rudan, I, Rudolph, A, Ruggiero, D, Sala, CF, Sanna, S, Sawyer, EJ, Schlessinger, D, Schmidt, MK, Schmidt, F, Schmutzler, RK, Schoemaker, MJ, Scott, RA, Seynaeve, CM, Simard, J, Sorice, R, Southey, MC, Stoeckl, D, Strauch, K, Swerdlow, A, Taylor, KD, Thorsteinsdottir, U, Toland, AE, Tomlinson, I, Truong, T, Tryggvadottir, L, Turner, ST, Vozzi, D, Wang, Q, Wellons, M, Willemsen, G, Wilson, JF, Winqvist, R, Wolffenbuttel, BBHR, Wright, AF, Yannoukakos, D, Zemunik, T, Zheng, W, Zygmunt, M, Bergmann, S, Boomsma, DI, Buring, JE, Ferrucci, L, Montgomery, GW, Gudnason, V, Spector, TD, van Duijn, CM, Alizadeh, BZ, Ciullo, M, Crisponi, L, Easton, DF, Gasparini, PP, Gieger, C, Harris, TB, Hayward, C, Kardia, SLR, Kraft, P, McKnight, B, Metspalu, A, Morrison, AC, Reiner, AP, Ridker, PM, Rotter, JI, Toniolo, D, Uitterlinden, AG, Ulivi, S, Voelzke, H, Wareham, NJ, Weir, DR, Yerges-Armstrong, LM, Price, AL, Stefansson, K, Visser, JA, Ong, KK, Chang-Claude, J, Murabito, JM, Perry, JRB, and Murray, A
- Abstract
Menopause timing has a substantial impact on infertility and risk of disease, including breast cancer, but the underlying mechanisms are poorly understood. We report a dual strategy in ∼70,000 women to identify common and low-frequency protein-coding variation associated with age at natural menopause (ANM). We identified 44 regions with common variants, including two regions harboring additional rare missense alleles of large effect. We found enrichment of signals in or near genes involved in delayed puberty, highlighting the first molecular links between the onset and end of reproductive lifespan. Pathway analyses identified major association with DNA damage response (DDR) genes, including the first common coding variant in BRCA1 associated with any complex trait. Mendelian randomization analyses supported a causal effect of later ANM on breast cancer risk (∼6% increase in risk per year; P = 3 × 10(-14)), likely mediated by prolonged sex hormone exposure rather than DDR mechanisms.
- Published
- 2015
41. The transcriptional landscape of age in human peripheral blood
- Author
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Peters, Marjolein, Joehanes, R, Pilling, LC, Schurmann, C, Conneely, KN, Powell, J, Reinmaa, E, Sutphin, GL, Zhernakova, A, Schramm, K, Wilson, YA, Kobes, S, Tukiainen, T, Ramos, YF, Goring, HHH, Fornage, M, Liu, YM, Gharib, SA, Stranger, BE, De Jager, PL, Aviv, A, Levy, D, Murabito, JM, Munson, PJ, Huan, T, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, van Rooij, J, Stolk, Lisette, Broer, Linda, Verbiest, Michael, Jhamai, M, Arp, Pascal, Metspalu, A, Tserel, L, Milani, L, Samani, NJ, Peterson, P, Kasela, S, Codd, V, Peters, A, Ward-Caviness, CK, Herder, Cindy, Waldenberger, M, Roden, M, Singmann, P, Zeilinger, S, Illig, T, Homuth, G, Grabe, HJ, Voelzke, H, Steil, L, Kocher, T, Murray, A, Melzer, D, Yaghootkar, H, Bandinelli, S, Moses, EK, Kent, JW, Curran, JE, Johnson, MP, Williams-Blangero, S, Westra, HJ, Mcrae, AF, Smith, JA, Kardia, SLR, Hovatta, I, Perola, M, Ripatti, S, Salomaa, V, Henders, AK, Martin, NG, Smith, AK, Mehta, D, Binder, EB, Nylocks, KM, Kennedy, EM, Klengel, T, Ding, J, Suchy-Dicey, AM, Enquobahrie, DA, Brody, J, Rotter, JI, Chen, YDI, Houwing-Duistermaat, J, Kloppenburg, M, Slagboom, PE (Eline), Helmer, Q, den Hollander, W, Bean, S, Raj, T, Bakhshi, N, Wang, QP, Oyston, LJ, Psaty, BM, Tracy, RP, Montgomery, GW, Turner, ST, Blangero, J, Meulenbelt, I, Ressler, KJ, Yang, Jiaqi, Franke, L, Kettunen, J, Visscher, PM, Neely, GG, Korstanje, R, Hanson, RL, Prokisch, H, Ferrucci, L, Esko, T, Teumer, A, van Meurs, Joyce, Andrew, D, Peters, Marjolein, Joehanes, R, Pilling, LC, Schurmann, C, Conneely, KN, Powell, J, Reinmaa, E, Sutphin, GL, Zhernakova, A, Schramm, K, Wilson, YA, Kobes, S, Tukiainen, T, Ramos, YF, Goring, HHH, Fornage, M, Liu, YM, Gharib, SA, Stranger, BE, De Jager, PL, Aviv, A, Levy, D, Murabito, JM, Munson, PJ, Huan, T, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, van Rooij, J, Stolk, Lisette, Broer, Linda, Verbiest, Michael, Jhamai, M, Arp, Pascal, Metspalu, A, Tserel, L, Milani, L, Samani, NJ, Peterson, P, Kasela, S, Codd, V, Peters, A, Ward-Caviness, CK, Herder, Cindy, Waldenberger, M, Roden, M, Singmann, P, Zeilinger, S, Illig, T, Homuth, G, Grabe, HJ, Voelzke, H, Steil, L, Kocher, T, Murray, A, Melzer, D, Yaghootkar, H, Bandinelli, S, Moses, EK, Kent, JW, Curran, JE, Johnson, MP, Williams-Blangero, S, Westra, HJ, Mcrae, AF, Smith, JA, Kardia, SLR, Hovatta, I, Perola, M, Ripatti, S, Salomaa, V, Henders, AK, Martin, NG, Smith, AK, Mehta, D, Binder, EB, Nylocks, KM, Kennedy, EM, Klengel, T, Ding, J, Suchy-Dicey, AM, Enquobahrie, DA, Brody, J, Rotter, JI, Chen, YDI, Houwing-Duistermaat, J, Kloppenburg, M, Slagboom, PE (Eline), Helmer, Q, den Hollander, W, Bean, S, Raj, T, Bakhshi, N, Wang, QP, Oyston, LJ, Psaty, BM, Tracy, RP, Montgomery, GW, Turner, ST, Blangero, J, Meulenbelt, I, Ressler, KJ, Yang, Jiaqi, Franke, L, Kettunen, J, Visscher, PM, Neely, GG, Korstanje, R, Hanson, RL, Prokisch, H, Ferrucci, L, Esko, T, Teumer, A, van Meurs, Joyce, and Andrew, D
- Abstract
Disease incidences increase with age, but the molecular characteristics of ageing that lead to increased disease susceptibility remain inadequately understood. Here we perform a whole-blood gene expression meta-analysis in 14,983 individuals of European ancestry (including replication) and identify 1,497 genes that are differentially expressed with chronological age. The age-associated genes do not harbor more age-associated CpG-methylation sites than other genes, but are instead enriched for the presence of potentially functional CpG-methylation sites in enhancer and insulator regions that associate with both chronological age and gene expression levels. We further used the gene expression profiles to calculate the 'transcriptomic age' of an individual, and show that differences between transcriptomic age and chronological age are associated with biological features linked to ageing, such as blood pressure, cholesterol levels, fasting glucose, and body mass index. The transcriptomic prediction model adds biological relevance and complements existing epigenetic prediction models, and can be used by others to calculate transcriptomic age in external cohorts.
- Published
- 2015
42. Directional dominance on stature and cognition in diverse human populations
- Author
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Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, Berndt, SI, Lindgren, CM, Timpson, NJ, Tonjes, A, Munroe, PB, Sorensen, TIA, Rotimi, CN, Arnett, DK, Oldehinkel, Albertine J., Kardia, SLR, Balkau, B, Gambaro, G, Morris, AP, Eriksson, JG, Wright, MJ, Martin, NG, Hunt, SC, Starr, JM, Deary, IJ, Griffiths, LR, Tiemeier, Henning, Pirastu, N, Kaprio, J, Wareham, NJ, Peerusse, L, Wilson, JG, Girotto, G, Caulfield, MJ, Raitakari, O, Boomsma, DI, Gieger, C, van der Harst, P, Hicks, AA, Kraft, P, Sinisalo, J, Knekt, P, Johannesson, M, Magnusson, PKE, Hamsten, A, Schmidt, R, Borecki, IB, Vartiainen, E, Becker, DM, Bharadwaj, D, Mohlke, KL, Boehnke, M, van Duijn, Cornelia M., Sanghera, DK, Teumer, A, Zeggini, E, Metspalu, A, Gasparini, P, Ulivi, S, Ober, C, Toniolo, D, Rudan, I, Porteous, DJ, Ciullo, M, Spector, Tim D., Hayward, C, Dupuis, J, Loos, RJF, Wright, AF, Chandak, GR, Vollenweider, P, Shuldiner, AR, Ridker, PM, Rotter, JI, Sattar, N, Gyllensten, U, North, KE, Pirastu, M, Psaty, Bruce M., Weir, DR, Laakso, M, Gudnason, V, Takahashi, A, Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, Wilson, JF, Joshi, PK, Esko, T, Mattsson, H, Eklund, N, Gandin, I, Nutile, T, Jackson, AU, Schurmann, C, Smith, AV, Zhang, WH, Okada, Y, Stancakova, A, Faul, JD, Zhao, W, Bartz, TM, Concas, MP, Franceschini, N, Enroth, S, Vitart, V, Trompet, S, Guo, XQ, Chasman, DI, O'Connel, JR, Corre, T, Nongmaithem, SS, Chen, Y, Mangino, M, Ruggiero, D, Michela, T, Farmaki, AE, Kacprowski, T, Bjonnes, A, van der Spek, Ashley, Wu, Y, Giri, AK, Yanek, LR, Wang, LH, Hofer, E, Rietveld, CA, McLeod, O, Cornelis, MC, Pattaro, C, Verweij, N, Baumbach, C, Abdellaoui, A, Warren, HR, Vuckovic, D, Mei, H, Bouchard, C, Perry, JRB, Cappellani, S, Mirza, Saira, Benton, MC, Broeckel, U, Medland, SE, Lind, P, Malerba, G, Drong, A, Yengo, L, Bielak, LF, Zhi, DG, van der Most, PJ, Shriner, D, Magi, R, Hemani, G, Karaderi, T, Wang, ZM, Liu, T, Demuth, I, Zhao, JH, Meng, WH, Lataniotis, L, Laan, Sander, Bradfield, JP, Wood, AR, Bonnefond, A, Ahluwalia, TS, Hall, L, Salvi, E, Yazar, S, Carstensen, L, de Haan, HG, Abney, M, Afzal, U, Allison, MA, Amin, Najaf, Asselbergs, FW, Bakker, SJL, Barr, RG, Baumeister, SE, Benjamin, DJ, Bergmann, S, Boerwinkle, E, Bottinger, EP, Campbell, A (Archie), Chakravarti, A, Chan, YL, Chanock, SJ, Chen, C (Christopher Li Hsian), Chen, YDI, Collins, FS, Connell, J, Correa, A, Cupples, LA, Smith, GD, Davies, G, Dorr, M, Ehret, G, Ellis, SB, Feenstra, B, Feitosa, MF, Ford, I, Fox, CS, Frayling, TM, Friedrich, N, Geller, F, Scotland, G, Gillham-Nasenya, I, Gottesman, O, Graff, M, Grodstein, F, Gu, C, Haley, C, Hammond, CJ, Harris, SE, Harris, TB, Hastie, ND, Heard-Costa, NL, Heikkila, K, Hocking, LJ, Homuth, G, Hottenga, Jouke-Jan, Huang, JY, Huffman, JE, Hysi, Pirro G., Arfan Ikram, M., Ingelsson, E, Joensuu, A, Johansson, A, Jousilahti, P, Jukema, JW, Kahonen, M, Kamatani, Y, Kanoni, S, Kerr, SM, Khan, NM, Koellinger, P, Koistinen, HA, Kooner, MK, Kubo, M, Kuusisto, J, Lahti, J, Launer, Lenore J., Lea, RA, Lehne, B, Lehtimaki, T, Liewald, DCM, Lind, L, Loh, M, Lokki, ML, London, SJ, Loomis, SJ, Loukola, A, Lu, YC, Lumley, T, Lundqvist, A, Mannisto, S, Marques-Vidal, P, Masciullo, C, Matchan, A, Mathias, RA, Matsuda, K, Meigs, JB, Meisinger, C, Meitinger, T, Menni, C, Mentch, FD, Mihailov, E, Milani, L, Montasser, ME, Montgomery, G, Morrison, A, Myers, RH, Nadukuru, R, Navarro, P, Nelis, M, Nieminen, MS, Nolte, Ilja M., O'Connor, GT, Ogunniyi, A, Padmanabhan, S, Palmas, WR, Pankow, JS, Patarcic, I, Pavani, F, Peyser, PA, Pietilainen, K, Poulter, N, Prokopenko, I, Ralhan, S, Redmond, P, Rich, SS, Rissanen, H, Robino, A, Rose, LM, Rose, R, Sala, C, Salako, B, Salomaa, V, Sarin, AP, Saxena, R, Schmidt, Heléna, Scott, LJ, Scott, WR, Sennblad, B, Seshadri, S, Sever, P, Shrestha, S, Smith, BH, Smith, JA, Soranzo, N, Sotoodehnia, N, Southam, L, Stanton, AV, Stathopoulou, MG, Strauch, K, Strawbridge, RJ, Suderman, MJ, Tandon, N, Tang, ST, Taylor, KD, Tayo, BO, Toglhofer, AM, Tomaszewski, M, Tsernikova, N, Tuomilehto, J, Uitterlinden, André, Vaidya, D, Vlieg, AV, van Setten, J, Vasankari, T, Vedantam, S, Vlachopoulou, E, Vozzi, D, Vuoksimaa, E, Waldenberger, M, Ware, EB, Wentworth-Shields, W, Whitfield, JB, Wild, S, Willemsen, G, Yajnik, CS, Yao, J, Zaza, G, Zhu, XF, Salem, RM, Melbye, M, Bisgaard, H, Samani, NJ, Cusi, D, Mackey, DA, Cooper, RS, Froguel, P, Pasterkamp, G, Grant, SFA, Hakonarson, H, Ferrucci, L, Scott, RA, Morris, AD, Palmer, CNA, Dedoussis, G, Deloukas, P, Bertram, L, Lindenberger, U, Berndt, SI, Lindgren, CM, Timpson, NJ, Tonjes, A, Munroe, PB, Sorensen, TIA, Rotimi, CN, Arnett, DK, Oldehinkel, Albertine J., Kardia, SLR, Balkau, B, Gambaro, G, Morris, AP, Eriksson, JG, Wright, MJ, Martin, NG, Hunt, SC, Starr, JM, Deary, IJ, Griffiths, LR, Tiemeier, Henning, Pirastu, N, Kaprio, J, Wareham, NJ, Peerusse, L, Wilson, JG, Girotto, G, Caulfield, MJ, Raitakari, O, Boomsma, DI, Gieger, C, van der Harst, P, Hicks, AA, Kraft, P, Sinisalo, J, Knekt, P, Johannesson, M, Magnusson, PKE, Hamsten, A, Schmidt, R, Borecki, IB, Vartiainen, E, Becker, DM, Bharadwaj, D, Mohlke, KL, Boehnke, M, van Duijn, Cornelia M., Sanghera, DK, Teumer, A, Zeggini, E, Metspalu, A, Gasparini, P, Ulivi, S, Ober, C, Toniolo, D, Rudan, I, Porteous, DJ, Ciullo, M, Spector, Tim D., Hayward, C, Dupuis, J, Loos, RJF, Wright, AF, Chandak, GR, Vollenweider, P, Shuldiner, AR, Ridker, PM, Rotter, JI, Sattar, N, Gyllensten, U, North, KE, Pirastu, M, Psaty, Bruce M., Weir, DR, Laakso, M, Gudnason, V, Takahashi, A, Chambers, JC, Kooner, JS, Strachan, DP, Campbell, H, Hirschhorn, JN, Perola, M, Polasek, O, and Wilson, JF
- Abstract
Homozygosity has long been associated with rare, often devastating, Mendelian disorders(1), and Darwin was one of the first to recognize that inbreeding reduces evolutionary fitness(2). However, the effect of the more distant parental relatedness that is common in modern human populations is less well understood. Genomic data now allow us to investigate the effects of homozygosity on traits of public health importance by observing contiguous homozygous segments (runs of homozygosity), which are inferred to be homozygous along their complete length. Given the low levels of genome-wide homozygosity prevalent in most human populations, information is required on very large numbers of people to provide sufficient power(3,4). Here we use runs of homozygosity to study 16 health-related quantitative traits in 354,224 individuals from 102 cohorts, and find statistically significant associations between summed runs of homozygosity and four complex traits: height, forced expiratory lung volume in one second, general cognitive ability and educational attainment (P < 1 x 10(-300), 2.1 x 10(-6), 2.5 x 10(-10) and 1.8 x 10(-10), respectively). In each case, increased homozygosity was associated with decreased trait value, equivalent to the offspring of first cousins being 1.2 cm shorter and having 10 months' less education. Similar effect sizes were found across four continental groups and populations with different degrees of genome-wide homozygosity, providing evidence that homozygosity, rather than confounding, directly contributes to phenotypic variance. Contrary to earlier reports in substantially smaller samples(5,6), no evidence was seen of an influence of genome-wide homozygosity on blood pressure and low density lipoprotein cholesterol, or ten other cardio-metabolic traits. Since directional dominance is predicted for traits under directional evolutionary selection(7), this study provides evidence that increased stature and cognitive function have been positively sele
- Published
- 2015
43. Genetic diversity is a predictor of mortality in humans
- Author
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Bihlmeyer, NA, Brody, JA, Smith, AV, Lunetta, KL, Nalls, M, Smith, JA, Tanaka, T, Davies, G, Yu, L, Mirza, Saira, Teumer, A, Coresh, J, Pankow, JS, Franceschini, N, Scaria, A, Oshima, J, Psaty, BM, Gudnason, V, Eiriksdottir, G, Harris, TB, Li, HY, Karasik, D, Kiel, DP, Garcia, M, Liu, YM, Faul, JD, Kardia, SLR, Zhao, W, Ferrucci, L, Allerhand, M, Liewald, DC, Redmond, P, Starr, JM, De Jager, PL, Evans, DA, Direk, Nese, Ikram, Arfan, Uitterlinden, André, Homuth, G, Lorbeer, R, Grabe, HJ, Launer, L, Murabito, JM, Singleton, AB, Weir, DR, Bandinelli, S, Deary, IJ, Bennett, DA, Tiemeier, Henning, Kocher, T, Lumley, T, Arking, DE, Bihlmeyer, NA, Brody, JA, Smith, AV, Lunetta, KL, Nalls, M, Smith, JA, Tanaka, T, Davies, G, Yu, L, Mirza, Saira, Teumer, A, Coresh, J, Pankow, JS, Franceschini, N, Scaria, A, Oshima, J, Psaty, BM, Gudnason, V, Eiriksdottir, G, Harris, TB, Li, HY, Karasik, D, Kiel, DP, Garcia, M, Liu, YM, Faul, JD, Kardia, SLR, Zhao, W, Ferrucci, L, Allerhand, M, Liewald, DC, Redmond, P, Starr, JM, De Jager, PL, Evans, DA, Direk, Nese, Ikram, Arfan, Uitterlinden, André, Homuth, G, Lorbeer, R, Grabe, HJ, Launer, L, Murabito, JM, Singleton, AB, Weir, DR, Bandinelli, S, Deary, IJ, Bennett, DA, Tiemeier, Henning, Kocher, T, Lumley, T, and Arking, DE
- Abstract
Background: It has been well-established, both by population genetics theory and direct observation in many organisms, that increased genetic diversity provides a survival advantage. However, given the limitations of both sample size and genome-wide metrics, this hypothesis has not been comprehensively tested in human populations. Moreover, the presence of numerous segregating small effect alleles that influence traits that directly impact health directly raises the question as to whether global measures of genomic variation are themselves associated with human health and disease. Results: We performed a meta-analysis of 17 cohorts followed prospectively, with a combined sample size of 46,716 individuals, including a total of 15,234 deaths. We find a significant association between increased heterozygosity and survival (P = 0.03). We estimate that within a single population, every standard deviation of heterozygosity an individual has over the mean decreases that person's risk of death by 1.57%. Conclusions: This effect was consistent between European and African ancestry cohorts, men and women, and major causes of death (cancer and cardiovascular disease), demonstrating the broad positive impact of genomic diversity on human survival.
- Published
- 2014
44. Genome-Wide Association of Body Fat Distribution in African Ancestry Populations Suggests New Loci
- Author
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Liu, CT, Monda, KL, Taylor, KC, Lange, L, Demerath, EW, Palmas, W, Wojczynski, MK, Ellis, JC, Vitolins, MZ, Liu, S, Papanicolaou, GJ, Irvin, MR, Xue, L, Griffin, PJ, Nalls, MA, Adeyemo, A, Liu, J, Li, G, Ruiz-Narvaez, EA, Chen, WM, Chen, F, Henderson, BE, Millikan, RC, Ambrosone, CB, Strom, SS, Guo, X, Andrews, JS, Sun, YV, Mosley, TH, Yanek, LR, Shriner, D, Haritunians, T, Rotter, JI, Speliotes, EK, Smith, M, Rosenberg, L, Mychaleckyj, J, Nayak, U, Spruill, I, Garvey, WT, Pettaway, C, Nyante, S, Bandera, EV, Britton, AF, Zonderman, AB, Rasmussen-Torvik, LJ, Chen, YDI, Ding, J, Lohman, K, Kritchevsky, SB, Zhao, W, Peyser, PA, Kardia, SLR, Kabagambe, E, Broeckel, U, Chen, G, Zhou, J, Wassertheil-Smoller, S, Neuhouser, ML, Rampersaud, E, Psaty, B, Kooperberg, C, Manson, JAE, Kuller, LH, Ochs-Balcom, HM, Johnson, KC, Sucheston, L, Ordovas, JM, Palmer, JR, Haiman, CA, McKnight, B, Howard, BV, Becker, DM, Bielak, LF, Liu, Y, Allison, MA, Grant, SFA, Burke, GL, Patel, SR, Schreiner, PJ, Borecki, IB, Evans, MK, Taylor, H, Sale, MM, Howard, V, Carlson, CS, Rotimi, CN, Cushman, M, Harris, TB, Reiner, AP, Cupples, LA, North, KE, Fox, CS, Liu, CT, Monda, KL, Taylor, KC, Lange, L, Demerath, EW, Palmas, W, Wojczynski, MK, Ellis, JC, Vitolins, MZ, Liu, S, Papanicolaou, GJ, Irvin, MR, Xue, L, Griffin, PJ, Nalls, MA, Adeyemo, A, Liu, J, Li, G, Ruiz-Narvaez, EA, Chen, WM, Chen, F, Henderson, BE, Millikan, RC, Ambrosone, CB, Strom, SS, Guo, X, Andrews, JS, Sun, YV, Mosley, TH, Yanek, LR, Shriner, D, Haritunians, T, Rotter, JI, Speliotes, EK, Smith, M, Rosenberg, L, Mychaleckyj, J, Nayak, U, Spruill, I, Garvey, WT, Pettaway, C, Nyante, S, Bandera, EV, Britton, AF, Zonderman, AB, Rasmussen-Torvik, LJ, Chen, YDI, Ding, J, Lohman, K, Kritchevsky, SB, Zhao, W, Peyser, PA, Kardia, SLR, Kabagambe, E, Broeckel, U, Chen, G, Zhou, J, Wassertheil-Smoller, S, Neuhouser, ML, Rampersaud, E, Psaty, B, Kooperberg, C, Manson, JAE, Kuller, LH, Ochs-Balcom, HM, Johnson, KC, Sucheston, L, Ordovas, JM, Palmer, JR, Haiman, CA, McKnight, B, Howard, BV, Becker, DM, Bielak, LF, Liu, Y, Allison, MA, Grant, SFA, Burke, GL, Patel, SR, Schreiner, PJ, Borecki, IB, Evans, MK, Taylor, H, Sale, MM, Howard, V, Carlson, CS, Rotimi, CN, Cushman, M, Harris, TB, Reiner, AP, Cupples, LA, North, KE, and Fox, CS
- Abstract
Central obesity, measured by waist circumference (WC) or waist-hip ratio (WHR), is a marker of body fat distribution. Although obesity disproportionately affects minority populations, few studies have conducted genome-wide association study (GWAS) of fat distribution among those of predominantly African ancestry (AA). We performed GWAS of WC and WHR, adjusted and unadjusted for BMI, in up to 33,591 and 27,350 AA individuals, respectively. We identified loci associated with fat distribution in AA individuals using meta-analyses of GWA results for WC and WHR (stage 1). Overall, 25 SNPs with single genomic control (GC)-corrected p-values<5.0×10-6 were followed-up (stage 2) in AA with WC and with WHR. Additionally, we interrogated genomic regions of previously identified European ancestry (EA) WHR loci among AA. In joint analysis of association results including both Stage 1 and 2 cohorts, 2 SNPs demonstrated association, rs2075064 at LHX2, p = 2.24×10-8 for WC-adjusted-for-BMI, and rs6931262 at RREB1, p = 2.48×10-8 for WHR-adjusted-for-BMI. However, neither signal was genome-wide significant after double GC-correction (LHX2: p = 6.5×10-8; RREB1: p = 5.7×10-8). Six of fourteen previously reported loci for waist in EA populations were significant (p<0.05 divided by the number of independent SNPs within the region) in AA studied here (TBX15-WARS2, GRB14, ADAMTS9, LY86, RSPO3, ITPR2-SSPN). Further, we observed associations with metabolic traits: rs13389219 at GRB14 associated with HDL-cholesterol, triglycerides, and fasting insulin, and rs13060013 at ADAMTS9 with HDL-cholesterol and fasting insulin. Finally, we observed nominal evidence for sexual dimorphism, with stronger results in AA women at the GRB14 locus (p for interaction = 0.02). In conclusion, we identified two suggestive loci associated with fat distribution in AA populations in addition to confirming 6 loci previously identified in populations of EA. These findings reinforce the concept that there are fat distr
- Published
- 2013
45. Genome-Wide Association and Functional Follow-Up Reveals New Loci for Kidney Function
- Author
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Gibson, G, Pattaro, C, Koettgen, A, Teumer, A, Garnaas, M, Boeger, CA, Fuchsberger, C, Olden, M, Chen, M-H, Tin, A, Taliun, D, Li, M, Gao, X, Gorski, M, Yang, Q, Hundertmark, C, Foster, MC, O'Seaghdha, CM, Glazer, N, Isaacs, A, Liu, C-T, Smith, AV, O'Connell, JR, Struchalin, M, Tanaka, T, Li, G, Johnson, AD, Gierman, HJ, Feitosa, M, Hwang, S-J, Atkinson, EJ, Lohman, K, Cornelis, MC, Johansson, A, Toenjes, A, Dehghan, A, Chouraki, V, Holliday, EG, Sorice, R, Kutalik, Z, Lehtimaeki, T, Esko, T, Deshmukh, H, Ulivi, S, Chu, AY, Murgia, F, Trompet, S, Imboden, M, Kollerits, B, Pistis, G, Harris, TB, Launer, LJ, Aspelund, T, Eiriksdottir, G, Mitchell, BD, Boerwinkle, E, Schmidt, H, Cavalieri, M, Rao, M, Hu, FB, Demirkan, A, Oostra, BA, de Andrade, M, Turner, ST, Ding, J, Andrews, JS, Freedman, BI, Koenig, W, Illig, T, Doering, A, Wichmann, H-E, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, HE, Igl, W, Zaboli, G, Wild, SH, Wright, AF, Campbell, H, Ellinghaus, D, Nothlings, U, Jacobs, G, Biffar, R, Endlich, K, Ernst, F, Homuth, G, Kroemer, HK, Nauck, M, Stracke, S, Voelker, U, Voelzke, H, Kovacs, P, Stumvoll, M, Magi, R, Hofman, A, Uitterlinden, AG, Rivadeneira, F, Aulchenko, YS, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, JJ, Ruggiero, D, Bergmann, S, Kaehoenen, M, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Doney, A, Robino, A, Giulianini, F, Kraemer, BK, Portas, L, Ford, I, Buckley, BM, Adam, M, Thun, G-A, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, SK, Vollenweider, P, Raitakari, O, Metspalu, A, Palmer, C, Gasparini, P, Pirastu, M, Jukema, JW, Probst-Hensch, NM, Kronenberg, F, Toniolo, D, Gudnason, V, Shuldiner, AR, Coresh, J, Schmidt, R, Ferrucci, L, Siscovick, DS, van Duijn, CM, Borecki, I, Kardia, SLR, Liu, Y, Curhan, GC, Rudan, I, Gyllensten, U, Wilson, JF, Franke, A, Pramstaller, PP, Rettig, R, Prokopenko, I, Witteman, JCM, Hayward, C, Ridker, P, Parsa, A, Bochud, M, Heid, IM, Goessling, W, Chasman, DI, Kao, WHL, Fox, CS, Gibson, G, Pattaro, C, Koettgen, A, Teumer, A, Garnaas, M, Boeger, CA, Fuchsberger, C, Olden, M, Chen, M-H, Tin, A, Taliun, D, Li, M, Gao, X, Gorski, M, Yang, Q, Hundertmark, C, Foster, MC, O'Seaghdha, CM, Glazer, N, Isaacs, A, Liu, C-T, Smith, AV, O'Connell, JR, Struchalin, M, Tanaka, T, Li, G, Johnson, AD, Gierman, HJ, Feitosa, M, Hwang, S-J, Atkinson, EJ, Lohman, K, Cornelis, MC, Johansson, A, Toenjes, A, Dehghan, A, Chouraki, V, Holliday, EG, Sorice, R, Kutalik, Z, Lehtimaeki, T, Esko, T, Deshmukh, H, Ulivi, S, Chu, AY, Murgia, F, Trompet, S, Imboden, M, Kollerits, B, Pistis, G, Harris, TB, Launer, LJ, Aspelund, T, Eiriksdottir, G, Mitchell, BD, Boerwinkle, E, Schmidt, H, Cavalieri, M, Rao, M, Hu, FB, Demirkan, A, Oostra, BA, de Andrade, M, Turner, ST, Ding, J, Andrews, JS, Freedman, BI, Koenig, W, Illig, T, Doering, A, Wichmann, H-E, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, HE, Igl, W, Zaboli, G, Wild, SH, Wright, AF, Campbell, H, Ellinghaus, D, Nothlings, U, Jacobs, G, Biffar, R, Endlich, K, Ernst, F, Homuth, G, Kroemer, HK, Nauck, M, Stracke, S, Voelker, U, Voelzke, H, Kovacs, P, Stumvoll, M, Magi, R, Hofman, A, Uitterlinden, AG, Rivadeneira, F, Aulchenko, YS, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, JJ, Ruggiero, D, Bergmann, S, Kaehoenen, M, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Doney, A, Robino, A, Giulianini, F, Kraemer, BK, Portas, L, Ford, I, Buckley, BM, Adam, M, Thun, G-A, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, SK, Vollenweider, P, Raitakari, O, Metspalu, A, Palmer, C, Gasparini, P, Pirastu, M, Jukema, JW, Probst-Hensch, NM, Kronenberg, F, Toniolo, D, Gudnason, V, Shuldiner, AR, Coresh, J, Schmidt, R, Ferrucci, L, Siscovick, DS, van Duijn, CM, Borecki, I, Kardia, SLR, Liu, Y, Curhan, GC, Rudan, I, Gyllensten, U, Wilson, JF, Franke, A, Pramstaller, PP, Rettig, R, Prokopenko, I, Witteman, JCM, Hayward, C, Ridker, P, Parsa, A, Bochud, M, Heid, IM, Goessling, W, Chasman, DI, Kao, WHL, and Fox, CS
- Abstract
Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genome-wide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.
- Published
- 2012
46. Genome-Wide Association and Functional Follow-Up Reveals New Loci for Kidney Function
- Author
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Pattaro, C, Kottgen, A, Teumer, A, Garnaas, M, Boger, CA, Fuchsberger, C, Olden, M, Chen, MH, Tin, A, Taliun, D, Li, M, Gao, XY, Gorski, M, Yang, Q, Hundertmark, C, Foster, MC, O'Seaghdha, CM, Glazer, N, Isaacs, Aaron, Liu, CT, Smith, AV, O'Connell, JR, Struchalin, M, Tanaka, T, Li, G (Guo), Johnson, AD, Gierman, HJ, Feitosa, M, Hwang, SJ, Atkinson, EJ, Lohman, K, Cornelis, MC, Johansson, A, Tonjes, A, Dehghan, Abbas, Chouraki, V, Holliday, EG, Sorice, R, Kutalik, Z, Lehtimaki, T, Esko, T, Deshmukh, H, Ulivi, S, Chu, AY, Murgia, F, Trompet, S, Imboden, M, Kollerits, B, Pistis, G, Harris, TB, Launer, LJ (Lenore), Aspelund, T, Eiriksdottir, G, Mitchell, BD, Boerwinkle, E, Schmidt, Heléna, Cavalieri, M, Rao, M, Hu, FB, Demirkan, Ayse, Oostra, Ben, de Andrade, M, Turner, ST, Ding, JZ (Jing Zhong), Andrews, JS, Freedman, BI, Koenig, W, Illig, T, Doring, A, Wichmann, HE, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, HE, Igl, W, Zaboli, G, Wild, SH, Wright, AF, Campbell, H, Ellinghaus, D, Nothlings, U, Jacobs, Gunar, Biffar, R, Endlich, K, Ernst, F, Homuth, G, Kroemer, HK, Nauck, M, Stracke, S, Volker, U, Volzke, H, Kovacs, P, Stumvoll, M, Magi, R, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, Aulchenko, YS, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, JJ, Ruggiero, D, Bergmann, S, Kahonen, M, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Doney, A, Robino, A, Giulianini, F, Kramer, BK, Portas, L, Ford, I, Buckley, BM, Adam, M, Thun, GA, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, SK, Vollenweider, P, Raitakari, O, Metspalu, A, Palmer, C, Gasparini, P, Pirastu, M, Jukema, JW, Probst-Hensch, NM, Kronenberg, F, Toniolo, D, Gudnason, V, Shuldiner, AR, Coresh, J, Schmidt, R, Ferrucci, L, Siscovick, DS, Duijn, Cornelia, Borecki, I, Kardia, SLR, Liu, YM, Curhan, GC, Rudan, I, Gyllensten, U, Wilson, JF, Franke, A, Pramstaller, PP, Rettig, R, Prokopenko, I, Witteman, JCM, Hayward, C, Ridker, P, Parsa, A, Bochud, M, Heid, IM, Goessling, W, Chasman, DI, Kao, WHL, Fox, CS, Pattaro, C, Kottgen, A, Teumer, A, Garnaas, M, Boger, CA, Fuchsberger, C, Olden, M, Chen, MH, Tin, A, Taliun, D, Li, M, Gao, XY, Gorski, M, Yang, Q, Hundertmark, C, Foster, MC, O'Seaghdha, CM, Glazer, N, Isaacs, Aaron, Liu, CT, Smith, AV, O'Connell, JR, Struchalin, M, Tanaka, T, Li, G (Guo), Johnson, AD, Gierman, HJ, Feitosa, M, Hwang, SJ, Atkinson, EJ, Lohman, K, Cornelis, MC, Johansson, A, Tonjes, A, Dehghan, Abbas, Chouraki, V, Holliday, EG, Sorice, R, Kutalik, Z, Lehtimaki, T, Esko, T, Deshmukh, H, Ulivi, S, Chu, AY, Murgia, F, Trompet, S, Imboden, M, Kollerits, B, Pistis, G, Harris, TB, Launer, LJ (Lenore), Aspelund, T, Eiriksdottir, G, Mitchell, BD, Boerwinkle, E, Schmidt, Heléna, Cavalieri, M, Rao, M, Hu, FB, Demirkan, Ayse, Oostra, Ben, de Andrade, M, Turner, ST, Ding, JZ (Jing Zhong), Andrews, JS, Freedman, BI, Koenig, W, Illig, T, Doring, A, Wichmann, HE, Kolcic, I, Zemunik, T, Boban, M, Minelli, C, Wheeler, HE, Igl, W, Zaboli, G, Wild, SH, Wright, AF, Campbell, H, Ellinghaus, D, Nothlings, U, Jacobs, Gunar, Biffar, R, Endlich, K, Ernst, F, Homuth, G, Kroemer, HK, Nauck, M, Stracke, S, Volker, U, Volzke, H, Kovacs, P, Stumvoll, M, Magi, R, Hofman, Bert, Uitterlinden, André, Rivadeneira, Fernando, Aulchenko, YS, Polasek, O, Hastie, N, Vitart, V, Helmer, C, Wang, JJ, Ruggiero, D, Bergmann, S, Kahonen, M, Viikari, J, Nikopensius, T, Province, M, Ketkar, S, Colhoun, H, Doney, A, Robino, A, Giulianini, F, Kramer, BK, Portas, L, Ford, I, Buckley, BM, Adam, M, Thun, GA, Paulweber, B, Haun, M, Sala, C, Metzger, M, Mitchell, P, Ciullo, M, Kim, SK, Vollenweider, P, Raitakari, O, Metspalu, A, Palmer, C, Gasparini, P, Pirastu, M, Jukema, JW, Probst-Hensch, NM, Kronenberg, F, Toniolo, D, Gudnason, V, Shuldiner, AR, Coresh, J, Schmidt, R, Ferrucci, L, Siscovick, DS, Duijn, Cornelia, Borecki, I, Kardia, SLR, Liu, YM, Curhan, GC, Rudan, I, Gyllensten, U, Wilson, JF, Franke, A, Pramstaller, PP, Rettig, R, Prokopenko, I, Witteman, JCM, Hayward, C, Ridker, P, Parsa, A, Bochud, M, Heid, IM, Goessling, W, Chasman, DI, Kao, WHL, and Fox, CS
- Abstract
Chronic kidney disease (CKD) is an important public health problem with a genetic component. We performed genomewide association studies in up to 130,600 European ancestry participants overall, and stratified for key CKD risk factors. We uncovered 6 new loci in association with estimated glomerular filtration rate (eGFR), the primary clinical measure of CKD, in or near MPPED2, DDX1, SLC47A1, CDK12, CASP9, and INO80. Morpholino knockdown of mpped2 and casp9 in zebrafish embryos revealed podocyte and tubular abnormalities with altered dextran clearance, suggesting a role for these genes in renal function. By providing new insights into genes that regulate renal function, these results could further our understanding of the pathogenesis of CKD.
- Published
- 2012
47. A genome-wide approach accounting for body mass index identifies genetic variants influencing fasting glycemic traits and insulin resistance
- Author
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Manning, AK, Hivert, MF, Scott, RA, Grimsby, JL, Bouatia-Naji, N, Chen, H, Rybin, D, Liu, CT, Bielak, LF, Prokopenko, I, Amin, Najaf, Barnes, D, Cadby, G, Hottenga, JJ (Jouke Jan), Ingelsson, E, Jackson, AU, Johnson, T, Kanoni, S, Ladenvall, C, Lagou, V, Lahti, J, Lecoeur, C, Liu, YM, Martinez-Larrad, MT, Montasser, ME, Navarro, P, Perry, JRB, Rasmussen-Torvik, LJ, Salo, P, Sattar, N, Shungin, D, Strawbridge, RJ, Tanaka, T, Duijn, Cornelia, An, P, de Andrade, M, Andrews, JS, Aspelund, T, Atalay, M, Aulchenko, Yuriy, Balkau, B, Bandinelli, S, Beckmann, JS, Beilby, JP, Bellis, C, Bergman, RN, Blangero, J, Boban, M, Boehnke, M, Boerwinkle, E, Bonnycastle, LL, Boomsma, DI, Borecki, IB, Boettcher, Y, Bouchard, C, Brunner, E, Budimir, D, Campbell, H, Carlson, O, Chines, PS, Clarke, R, Collins, FS, Corbaton-Anchuelo, A, Couper, D, de Faire, U, Dedoussis, GV, Deloukas, P, Dimitriou, M, Egan, JM, Eiriksdottir, G, Erdos, MR, Eriksson, JG, Eury, E, Ferrucci, L, Ford, I, Forouhi, NG, Fox, CS, Franzosi, MG, Franks, PW, Frayling, TM, Froguel, P, Galan, P, de Geus, ED, Gigante, B, Glazer, NL, Goel, A, Groop, L, Gudnason, V, Hallmans, G, Hamsten, A, Hansson, O, Harris, TB, Hayward, C, Heath, S, Hercberg, S, Hicks, AA, Hingorani, A, Hofman, Bert, Hui, J, Hung, J, Jarvelin, MR, Jhun, MA, Johnson, PCD, Jukema, JW, Jula, A, Kao, WH, Kaprio, J, Kardia, SLR, Keinanen-Kiukaanniemi, S, Kivimaki, M, Kolcic, I, Kovacs, P, Kumari, M, Kuusisto, J, Kyvik, KO, Laakso, M, Lakka, T, Lannfelt, L, Lathrop, GM, Launer, LJ (Lenore), Leander, K, Li, G (Guo), Lind, L, Lindstrom, J, Lobbens, S, Loos, RJF, Luan, JA, Lyssenko, V, Magi, R, Magnusson, PKE, Marmot, M, Meneton, P, Mohlke, KL, Mooser, V, Morken, MA, Miljkovic, I, Narisu, N, O'Connell, J, Ong, KK, Oostra, Ben, Palmer, LJ, Palotie, A, Pankow, JS, Peden, JF, Pedersen, NL, Pehlic, M, Peltonen, L, Penninx, B, Pericic, M, Perola, M, Perusse, L, Peyser, PA, Polasek, O, Pramstaller, PP, Province, MA, Raikkonen, K, Rauramaa, R, Rehnberg, E, Rice, K, Rotter, JI, Rudan, I, Ruokonen, A, Saaristo, T, Sabater-Lleal, M, Salomaa, V, Savage, DB, Saxena, R, Schwarz, P, Seedorf, U, Sennblad, B, Serrano-Rios, M, Shuldiner, AR, Sijbrands, E.J.G., Siscovick, DS, Smit, JH, Small, KS, Smith, NL, Smith, AV, Stancakova, A, Stirrups, K, Stumvoll, M, Sun, YV, Swift, AJ, Toenjes, A, Tuomilehto, J, Trompet, S, Uitterlinden, André, Uusitupa, M, Vikstrom, M, Vitart, V, Vohl, MC, Voight, BF, Vollenweider, P, Waeber, G, Waterworth, DM, Watkins, H, Wheeler, E, Widen, E, Wild, SH, Willems, SM, Willemsen, G, Wilson, JF, Witteman, JCM, Wright, AF, Yaghootkar, H, Zelenika, D, Zemunik, T, Zgaga, L, Wareham, NJ, McCarthy, MI, Barroso, I, Watanabe, RM, Florez, JC, Dupuis, J, Meigs, JB, Langenberg, C, Manning, AK, Hivert, MF, Scott, RA, Grimsby, JL, Bouatia-Naji, N, Chen, H, Rybin, D, Liu, CT, Bielak, LF, Prokopenko, I, Amin, Najaf, Barnes, D, Cadby, G, Hottenga, JJ (Jouke Jan), Ingelsson, E, Jackson, AU, Johnson, T, Kanoni, S, Ladenvall, C, Lagou, V, Lahti, J, Lecoeur, C, Liu, YM, Martinez-Larrad, MT, Montasser, ME, Navarro, P, Perry, JRB, Rasmussen-Torvik, LJ, Salo, P, Sattar, N, Shungin, D, Strawbridge, RJ, Tanaka, T, Duijn, Cornelia, An, P, de Andrade, M, Andrews, JS, Aspelund, T, Atalay, M, Aulchenko, Yuriy, Balkau, B, Bandinelli, S, Beckmann, JS, Beilby, JP, Bellis, C, Bergman, RN, Blangero, J, Boban, M, Boehnke, M, Boerwinkle, E, Bonnycastle, LL, Boomsma, DI, Borecki, IB, Boettcher, Y, Bouchard, C, Brunner, E, Budimir, D, Campbell, H, Carlson, O, Chines, PS, Clarke, R, Collins, FS, Corbaton-Anchuelo, A, Couper, D, de Faire, U, Dedoussis, GV, Deloukas, P, Dimitriou, M, Egan, JM, Eiriksdottir, G, Erdos, MR, Eriksson, JG, Eury, E, Ferrucci, L, Ford, I, Forouhi, NG, Fox, CS, Franzosi, MG, Franks, PW, Frayling, TM, Froguel, P, Galan, P, de Geus, ED, Gigante, B, Glazer, NL, Goel, A, Groop, L, Gudnason, V, Hallmans, G, Hamsten, A, Hansson, O, Harris, TB, Hayward, C, Heath, S, Hercberg, S, Hicks, AA, Hingorani, A, Hofman, Bert, Hui, J, Hung, J, Jarvelin, MR, Jhun, MA, Johnson, PCD, Jukema, JW, Jula, A, Kao, WH, Kaprio, J, Kardia, SLR, Keinanen-Kiukaanniemi, S, Kivimaki, M, Kolcic, I, Kovacs, P, Kumari, M, Kuusisto, J, Kyvik, KO, Laakso, M, Lakka, T, Lannfelt, L, Lathrop, GM, Launer, LJ (Lenore), Leander, K, Li, G (Guo), Lind, L, Lindstrom, J, Lobbens, S, Loos, RJF, Luan, JA, Lyssenko, V, Magi, R, Magnusson, PKE, Marmot, M, Meneton, P, Mohlke, KL, Mooser, V, Morken, MA, Miljkovic, I, Narisu, N, O'Connell, J, Ong, KK, Oostra, Ben, Palmer, LJ, Palotie, A, Pankow, JS, Peden, JF, Pedersen, NL, Pehlic, M, Peltonen, L, Penninx, B, Pericic, M, Perola, M, Perusse, L, Peyser, PA, Polasek, O, Pramstaller, PP, Province, MA, Raikkonen, K, Rauramaa, R, Rehnberg, E, Rice, K, Rotter, JI, Rudan, I, Ruokonen, A, Saaristo, T, Sabater-Lleal, M, Salomaa, V, Savage, DB, Saxena, R, Schwarz, P, Seedorf, U, Sennblad, B, Serrano-Rios, M, Shuldiner, AR, Sijbrands, E.J.G., Siscovick, DS, Smit, JH, Small, KS, Smith, NL, Smith, AV, Stancakova, A, Stirrups, K, Stumvoll, M, Sun, YV, Swift, AJ, Toenjes, A, Tuomilehto, J, Trompet, S, Uitterlinden, André, Uusitupa, M, Vikstrom, M, Vitart, V, Vohl, MC, Voight, BF, Vollenweider, P, Waeber, G, Waterworth, DM, Watkins, H, Wheeler, E, Widen, E, Wild, SH, Willems, SM, Willemsen, G, Wilson, JF, Witteman, JCM, Wright, AF, Yaghootkar, H, Zelenika, D, Zemunik, T, Zgaga, L, Wareham, NJ, McCarthy, MI, Barroso, I, Watanabe, RM, Florez, JC, Dupuis, J, Meigs, JB, and Langenberg, C
- Abstract
Recent genome-wide association studies have described many loci implicated in type 2 diabetes (T2D) pathophysiology and beta-cell dysfunction but have contributed little to the understanding of the genetic basis of insulin resistance. We hypothesized that genes implicated in insulin resistance pathways might be uncovered by accounting for differences in body mass index (BMI) and potential interactions between BMI and genetic variants. We applied a joint meta-analysis approach to test associations with fasting insulin and glucose on a genome-wide scale. We present six previously unknown loci associated with fasting insulin at P < 5 x 10(-8) in combined discovery and follow-up analyses of 52 studies comprising up to 96,496 non-diabetic individuals. Risk variants were associated with higher triglyceride and lower high-density lipoprotein (HDL) cholesterol levels, suggesting a role for these loci in insulin resistance pathways. The discovery of these loci will aid further characterization of the role of insulin resistance in T2D pathophysiology.
- Published
- 2012
48. Association of genetic variation with systolic and diastolic blood pressure among African Americans: the Candidate Gene Association Resource study
- Author
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Fox, ER, Young, JH, Li, Y, Dreisbach, AW, Keating, BJ, Musani, SK, Liu, K, Morrison, AC, Ganesh, S, Kutlar, A, Ramachandran, VS, Polak, JF, Fabsitz, RR, Dries, DL, Farlow, DN, Redline, S, Adeyemo, A, Hirschorn, JN, Sun, YV, Wyatt, SB, Penman, AD, Palmas, W, Rotter, JI, Townsend, RR, Doumatey, AP, Tayo, BO, Mosley, TH, Lyon, HN, Kang, SJ, Rotimi, CN, Cooper, RS, Franceschini, N, Curb, JD, Martin, LW, Eaton, CB, Kardia, SLR, Taylor, HA, Caulfield, MJ, Ehret, GB, Johnson, T, Chakravarti, A, Zhu, X, Levy, D, Fox, ER, Young, JH, Li, Y, Dreisbach, AW, Keating, BJ, Musani, SK, Liu, K, Morrison, AC, Ganesh, S, Kutlar, A, Ramachandran, VS, Polak, JF, Fabsitz, RR, Dries, DL, Farlow, DN, Redline, S, Adeyemo, A, Hirschorn, JN, Sun, YV, Wyatt, SB, Penman, AD, Palmas, W, Rotter, JI, Townsend, RR, Doumatey, AP, Tayo, BO, Mosley, TH, Lyon, HN, Kang, SJ, Rotimi, CN, Cooper, RS, Franceschini, N, Curb, JD, Martin, LW, Eaton, CB, Kardia, SLR, Taylor, HA, Caulfield, MJ, Ehret, GB, Johnson, T, Chakravarti, A, Zhu, X, and Levy, D
- Abstract
The prevalence of hypertension in African Americans (AAs) is higher than in other US groups; yet, few have performed genome-wide association studies (GWASs) in AA. Among people of European descent, GWASs have identified genetic variants at 13 loci that are associated with blood pressure. It is unknown if these variants confer susceptibility in people of African ancestry. Here, we examined genome-wide and candidate gene associations with systolic blood pressure (SBP) and diastolic blood pressure (DBP) using the Candidate Gene Association Resource (CARe) consortium consisting of 8591 AAs. Genotypes included genome-wide single-nucleotide polymorphism (SNP) data utilizing the Affymetrix 6.0 array with imputation to 2.5 million HapMap SNPs and candidate gene SNP data utilizing a 50K cardiovascular gene-centric array (ITMAT-Broad-CARe [IBC] array). For Affymetrix data, the strongest signal for DBP was rs10474346 (P= 3.6 × 10(-8)) located near GPR98 and ARRDC3. For SBP, the strongest signal was rs2258119 in C21orf91 (P= 4.7 × 10(-8)). The top IBC association for SBP was rs2012318 (P= 6.4 × 10(-6)) near SLC25A42 and for DBP was rs2523586 (P= 1.3 × 10(-6)) near HLA-B. None of the top variants replicated in additional AA (n = 11 882) or European-American (n = 69 899) cohorts. We replicated previously reported European-American blood pressure SNPs in our AA samples (SH2B3, P= 0.009; TBX3-TBX5, P= 0.03; and CSK-ULK3, P= 0.0004). These genetic loci represent the best evidence of genetic influences on SBP and DBP in AAs to date. More broadly, this work supports that notion that blood pressure among AAs is a trait with genetic underpinnings but also with significant complexity.
- Published
- 2011
49. Novel genomic loci influencing plasma homocysteine levels.
- Author
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Kullo IJ, Ding K, Boerwinkle E, Turner ST, Mosley TH Jr., Kardia SLR, de Andrade M, Kullo, Iftikhar J, Ding, Keyue, Boerwinkle, Eric, Turner, Stephen T, Mosley, Thomas H Jr, Kardia, Sharon L R, and de Andrade, Mariza
- Published
- 2006
- Full Text
- View/download PDF
50. Introduction: the role of health education and behavior in public health genetics.
- Author
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Kardia SLR and Wang C
- Abstract
This article highlights the important role of health behavior and health education (HBHE) research in public health genetics. Broadly defined, public health genetics is the integration of genetic advancements and technologies in the study and practice of public health. The potential role of HBHE within this area is presented across two intersecting continua--namely, the continuum between research and practice and the continuum between individual/personalized medicine and population health. The authors begin this article with an overview of current issues arising from the use of genetic information to improve the public's health and provide a framework for understanding the multidimensional role of HBHE research in translating genetic research into medical and public health practice. An introduction to the nine articles and two practice notes included in this special issue is also provided to draw attention to the crosscutting themes and issues presented. [ABSTRACT FROM AUTHOR]
- Published
- 2005
- Full Text
- View/download PDF
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