New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk

被引:226
作者
Lu, Yingchang [1 ,2 ]
Day, Felix R. [3 ]
Gustafsson, Stefan [4 ,5 ]
Buchkovich, Martin L. [6 ]
Na, Jianbo [7 ]
Bataille, Veronique [8 ,9 ]
Cousminer, Diana L. [10 ]
Dastani, Zari [11 ]
Drong, Alexander W. [12 ]
Esko, Tonu [13 ,14 ,15 ,16 ,17 ,18 ]
Evans, David M. [19 ,20 ]
Falchi, Mario [9 ,21 ]
Feitosa, Mary F. [22 ]
Ferreira, Teresa [12 ]
Hedman, Asa K. [4 ,5 ,12 ]
Haring, Robin [23 ,24 ]
Hysi, Pirro G. [9 ]
Iles, Mark M. [25 ]
Justice, Anne E. [26 ]
Kanoni, Stavroula [27 ,28 ]
Lagou, Vasiliki [12 ,29 ]
Li, Rui [11 ]
Li, Xin [30 ]
Locke, Adam [31 ]
Lu, Chen [32 ]
Magi, Reedik [12 ,13 ]
Perry, John R. B. [3 ]
Pers, Tune H. [15 ,16 ,17 ,18 ,33 ,34 ,35 ]
Qi, Qibin [36 ]
Sanna, Marianna [9 ,21 ]
Schmidt, Ellen M. [37 ]
Scott, William R. [38 ,39 ]
Shungin, Dmitry [40 ,41 ,42 ]
Teumer, Alexander [43 ,44 ]
Vinkhuyzen, Anna A. E. [45 ]
Walker, Ryan W. [1 ,2 ]
Westra, Harm-Jan [46 ,47 ,48 ,49 ,50 ]
Zhang, Mingfeng [51 ]
Zhang, Weihua [38 ,39 ]
Zhao, Jing Hua [3 ]
Zhu, Zhihong [45 ]
Afzal, Uzma [38 ,39 ]
Ahluwalia, Tarunveer Singh [33 ,52 ,53 ,54 ]
Bakker, Stephan J. L. [55 ]
Bellis, Claire [56 ]
Bonnefond, Amelie [57 ,58 ,59 ]
Borodulin, Katja [60 ]
Buchman, Aron S. [61 ]
Cederholm, Tommy [62 ]
Choh, Audrey C. [63 ]
机构
[1] Icahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Dept Prevent Med, New York, NY 10029 USA
[3] Univ Cambridge, MRC Epidemiol Unit, Sch Clin Med, Inst Metab Sci, Cambridge Biomed Campus, Cambridge CB2 0QQ, England
[4] Uppsala Univ, Sci Life Lab, S-75085 Uppsala, Sweden
[5] Uppsala Univ, Dept Med Sci, Mol Epidemiol, S-75185 Uppsala, Sweden
[6] Univ N Carolina, Dept Genet, Chapel Hill, NC 27599 USA
[7] Icahn Sch Med Mt Sinai, Dept Dev & Regenerat Biol, New York, NY 10029 USA
[8] West Herts NHS Trust, Hemel Hempstead HP2 4AD, Herts, England
[9] Kings Coll London, Dept Twin Res & Genet Epidemiol, London SE1 7EH, England
[10] Univ Helsinki, Inst Mol Med Finland, FI-00290 Helsinki, Finland
[11] McGill Univ, Jewish Gen Hosp, Lady Davis Inst, Dept Epidemiol Biostat & Human Genet, Montreal, PQ H3T 1E2, Canada
[12] Univ Oxford, Wellcome Trust Ctr Human Genet, Oxford OX3 7BN, England
[13] Univ Tartu, Estonian Genome Ctr, EE-51010 Tartu, Estonia
[14] Broad Inst Massachusetts Inst Technol & Harvard U, Cambridge, MA USA
[15] Boston Childrens Hosp, Div Endocrinol, Boston, MA 02115 USA
[16] Boston Childrens Hosp, Div Genet, Boston, MA 02115 USA
[17] Boston Childrens Hosp, Ctr Basic & Translat Obes Res, Boston, MA 02115 USA
[18] Harvard Univ, Sch Med, Dept Genet, Boston, MA 02115 USA
[19] Univ Queensland, Diamantina Inst, Translat Res Inst, Brisbane, Qld 4102, Australia
[20] Univ Bristol, Sch Social & Community Med, MRC Integrat Epidemiol Unit, Bristol BS8 2BN, Avon, England
[21] Univ London Imperial Coll Sci Technol & Med, Sch Publ Hlth, Dept Genom Common Dis, London W12 0NN, England
[22] Washington Univ, Sch Med, Dept Genet, Div Stat Genom, St Louis, MO 63108 USA
[23] Univ Med Greifswald, Inst Clin Chem & Lab Med, D-17475 Greifswald, Germany
[24] European Univ Appl Sci, Fac Appl Publ Hlth, D-18055 Rostock, Germany
[25] Univ Leeds, Canc Res UK Leeds Ctr, Leeds Inst Canc & Pathol, Leeds LS9 7TF, W Yorkshire, England
[26] Univ N Carolina, Dept Epidemiol, Chapel Hill, NC 27599 USA
[27] Queen Mary Univ London, Barts & London Sch Med & Dent, William Harvey Res Inst, London EC1M 6BQ, England
[28] Wellcome Trust Sanger Inst, Human Genet, Cambridge CB10 1SA, England
[29] Univ Oxford, Churchill Hosp, Oxford Ctr Diabet Endocrinol & Metab, Oxford OX3 7LJ, England
[30] Harvard Univ, Sch Publ Hlth, Dept Epidemiol, Boston, MA 02115 USA
[31] Univ Michigan, Dept Biostat, Ctr Stat Genet, Ann Arbor, MI 48109 USA
[32] Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02118 USA
[33] Univ Copenhagen, Fac Hlth & Med Sci, Sect Metab Genet, Novo Nordisk Fdn Ctr Basic Metab Res, DK-2100 Copenhagen, Denmark
[34] Broad Inst MIT & Harvard, Med & Populat Genet Program, Cambridge, MA 02142 USA
[35] Statens Serum Inst, Dept Epidemiol Res, DK-2100 Copenhagen, Denmark
[36] Albert Einstein Coll Med, Dept Epidemiol & Popualt Hlth, Bronx, NY 10461 USA
[37] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[38] Univ London Imperial Coll Sci Technol & Med, Dept Epidemiol & Biostat, London W2 1PG, England
[39] Ealing Hosp NHS Trust, Southall UB1 3HW, Middx, England
[40] Lund Univ, Ctr Diabet, Dept Clin Sci, Genet & Mol Epidemiol Unit,Skane Univ Hosptial, S-20502 Malmo, Sweden
[41] Umea Univ, Dept Publ Hlth & Clin Med, Med Unit, S-90187 Umea, Sweden
[42] Umea Univ, Dept Odontol, S-90185 Umea, Sweden
[43] Univ Med Greifswald, Inst Community Med, D-17475 Greifswald, Germany
[44] Univ Med Greifswald, Interfac Inst Genet & Funct Genom, D-17475 Greifswald, Germany
[45] Univ Queensland, Queensland Brain Inst, Brisbane, Qld 4072, Australia
[46] Broad Inst Harvard & Massachusetts Inst Technol, Program Med & Populat Genet, Cambridge, MA 02142 USA
[47] Brigham & Womens Hosp, Dept Med, Div Genet, Boston, MA 02446 USA
[48] Brigham & Womens Hosp, Dept Med, Div Rheumatol, Boston, MA 02446 USA
[49] Harvard Univ, Sch Med, Boston, MA 02446 USA
[50] Partners Ctr Personalized Genet Med, Boston, MA 02446 USA
基金
瑞典研究理事会; 瑞士国家科学基金会; 英国医学研究理事会; 美国国家卫生研究院; 芬兰科学院; 美国食品与农业研究所; 英国惠康基金; 欧洲研究理事会; 加拿大健康研究院; 澳大利亚研究理事会; 俄罗斯基础研究基金会; 英国生物技术与生命科学研究理事会;
关键词
GENOME-WIDE ASSOCIATION; MASS INDEX; COMMON VARIANTS; INSULIN-RESISTANCE; IDENTIFIES COMMON; PROVIDES INSIGHTS; GENETIC-VARIATION; ENERGY-BALANCE; EARLY-ONSET; APOE LOCUS;
D O I
10.1038/ncomms10495
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
To increase our understanding of the genetic basis of adiposity and its links to cardiometabolic disease risk, we conducted a genome-wide association meta-analysis of body fat percentage (BF%) in up to 100,716 individuals. Twelve loci reached genome-wide significance (P < 5 x 10(-8)), of which eight were previously associated with increased overall adiposity (BMI, BF%) and four (in or near COBLL1/GRB14, IGF2BP1, PLA2G6, CRTC1) were novel associations with BF%. Seven loci showed a larger effect on BF% than on BMI, suggestive of a primary association with adiposity, while five loci showed larger effects on BMI than on BF%, suggesting association with both fat and lean mass. In particular, the loci more strongly associated with BF% showed distinct cross-phenotype association signatures with a range of cardiometabolic traits revealing new insights in the link between adiposity and disease risk.
引用
收藏
页数:15
相关论文
共 70 条
[21]   Trans-eQTLs Reveal That Independent Genetic Variants Associated with a Complex Phenotype Converge on Intermediate Genes, with a Major Role for the HLA [J].
Fehrmann, Rudolf S. N. ;
Jansen, Ritsert C. ;
Veldink, Jan H. ;
Westra, Harm-Jan ;
Arends, Danny ;
Bonder, Marc Jan ;
Fu, Jingyuan ;
Deelen, Patrick ;
Groen, Harry J. M. ;
Smolonska, Asia ;
Weersma, Rinse K. ;
Hofstra, Robert M. W. ;
Buurman, Wim A. ;
Rensen, Sander ;
Wolfs, Marcel G. M. ;
Platteel, Mathieu ;
Zhernakova, Alexandra ;
Elbers, Clara C. ;
Festen, Eleanora M. ;
Trynka, Gosia ;
Hofker, Marten H. ;
Saris, Christiaan G. J. ;
Ophoff, Roel A. ;
van den Berg, Leonard H. ;
van Heel, David A. ;
Wijmenga, Cisca ;
Meerman, Gerard J. Te ;
Franke, Lude .
PLOS GENETICS, 2011, 7 (08)
[22]   Genome-Wide Association for Abdominal Subcutaneous and Visceral Adipose Reveals a Novel Locus for Visceral Fat in Women [J].
Fox, Caroline S. ;
Liu, Yongmei ;
White, Charles C. ;
Feitosa, Mary ;
Smith, Albert V. ;
Heard-Costa, Nancy ;
Lohman, Kurt ;
Johnson, Andrew D. ;
Foster, Meredith C. ;
Greenawalt, Danielle M. ;
Griffin, Paula ;
Ding, Jinghong ;
Newman, Anne B. ;
Tylavsky, Fran ;
Miljkovic, Iva ;
Kritchevsky, Stephen B. ;
Launer, Lenore ;
Garcia, Melissa ;
Eiriksdottir, Gudny ;
Carr, J. Jeffrey ;
Gudnason, Vilmunder ;
Harris, Tamara B. ;
Cupples, L. Adrienne ;
Borecki, Ingrid B. .
PLOS GENETICS, 2012, 8 (05)
[23]   A common variant in the FTO gene is associated with body mass index and predisposes to childhood and adult obesity [J].
Frayling, Timothy M. ;
Timpson, Nicholas J. ;
Weedon, Michael N. ;
Zeggini, Eleftheria ;
Freathy, Rachel M. ;
Lindgren, Cecilia M. ;
Perry, John R. B. ;
Elliott, Katherine S. ;
Lango, Hana ;
Rayner, Nigel W. ;
Shields, Beverley ;
Harries, Lorna W. ;
Barrett, Jeffrey C. ;
Ellard, Sian ;
Groves, Christopher J. ;
Knight, Bridget ;
Patch, Ann-Marie ;
Ness, Andrew R. ;
Ebrahim, Shah ;
Lawlor, Debbie A. ;
Ring, Susan M. ;
Ben-Shlomo, Yoav ;
Jarvelin, Marjo-Riitta ;
Sovio, Ulla ;
Bennett, Amanda J. ;
Melzer, David ;
Ferrucci, Luigi ;
Loos, Ruth J. F. ;
Barroso, Ines ;
Wareham, Nicholas J. ;
Karpe, Fredrik ;
Owen, Katharine R. ;
Cardon, Lon R. ;
Walker, Mark ;
Hitman, Graham A. ;
Palmer, Colin N. A. ;
Doney, Alex S. F. ;
Morris, Andrew D. ;
Smith, George Davey ;
Hattersley, Andrew T. ;
McCarthy, Mark I. .
SCIENCE, 2007, 316 (5826) :889-894
[24]   The early topography of thalamocortical projections is shifted in Ebf1 and Dlx1/2 mutant mice [J].
Garel, S ;
Yun, K ;
Grosschedl, R ;
Rubenstein, JLR .
DEVELOPMENT, 2002, 129 (24) :5621-5634
[25]   Gene-centric meta-analyses of 108 912 individuals confirm known body mass index loci and reveal three novel signals [J].
Guo, Yiran ;
Lanktree, Matthew B. ;
Taylor, Kira C. ;
Hakonarson, Hakon ;
Lange, Leslie A. ;
Keating, Brendan J. .
HUMAN MOLECULAR GENETICS, 2013, 22 (01) :184-201
[26]   Dwarfism and impaired gut development in insulin-like growth factor II mRNA-binding protein 1-deficient mice [J].
Hansen, TVO ;
Hammer, NA ;
Nielsen, J ;
Madsen, M ;
Dalbaeck, C ;
Wewer, UM ;
Christiansen, J ;
Nielsen, FC .
MOLECULAR AND CELLULAR BIOLOGY, 2004, 24 (10) :4448-4464
[27]   NRXN3 Is a Novel Locus for Waist Circumference: A Genome-Wide Association Study from the CHARGE Consortium [J].
Heard-Costa, Nancy L. ;
Zillikens, M. Carola ;
Monda, Keri L. ;
Johansson, Asa ;
Harris, Tamara B. ;
Fu, Mao ;
Haritunians, Talin ;
Feitosa, Mary F. ;
Aspelund, Thor ;
Eiriksdottir, Gudny ;
Garcia, Melissa ;
Launer, Lenore J. ;
Smith, Albert V. ;
Mitchell, Braxton D. ;
McArdle, Patrick F. ;
Shuldiner, Alan R. ;
Bielinski, Suzette J. ;
Boerwinkle, Eric ;
Brancati, Fred ;
Demerath, Ellen W. ;
Pankow, James S. ;
Arnold, Alice M. ;
Chen, Yii-Der Ida ;
Glazer, Nicole L. ;
McKnight, Barbara ;
Psaty, Bruce M. ;
Rotter, Jerome I. ;
Amin, Najaf ;
Campbell, Harry ;
Gyllensten, Ulf ;
Pattaro, Cristian ;
Pramstaller, Peter P. ;
Rudan, Igor ;
Struchalin, Maksim ;
Vitart, Veronique ;
Gao, Xiaoyi ;
Kraja, Aldi ;
Province, Michael A. ;
Zhang, Qunyuan ;
Atwood, Larry D. ;
Dupuis, Josee ;
Hirschhorn, Joel N. ;
Jaquish, Cashell E. ;
O'Donnell, Christopher J. ;
Vasan, Ramachandran S. ;
White, Charles C. ;
Aulchenko, Yurii S. ;
Estrada, Karol ;
Hofman, Albert ;
Rivadeneira, Fernando .
PLOS GENETICS, 2009, 5 (06)
[28]   Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution [J].
Heid, Iris M. ;
Jackson, Anne U. ;
Randall, Joshua C. ;
Winkler, Thomas W. ;
Qi, Lu ;
Steinthorsdottir, Valgerdur ;
Thorleifsson, Gudmar ;
Zillikens, M. Carola ;
Speliotes, Elizabeth K. ;
Maegi, Reedik ;
Workalemahu, Tsegaselassie ;
White, Charles C. ;
Bouatia-Naji, Nabila ;
Harris, Tamara B. ;
Berndt, Sonja I. ;
Ingelsson, Erik ;
Willer, Cristen J. ;
Weedon, Michael N. ;
Luan, Jianan ;
Vedantam, Sailaja ;
Esko, Tonu ;
Kilpelaeinen, Tuomas O. ;
Kutalik, Zoltan ;
Li, Shengxu ;
Monda, Keri L. ;
Dixon, Anna L. ;
Holmes, Christopher C. ;
Kaplan, Lee M. ;
Liang, Liming ;
Min, Josine L. ;
Moffatt, Miriam F. ;
Molony, Cliona ;
Nicholson, George ;
Schadt, Eric E. ;
Zondervan, Krina T. ;
Feitosa, Mary F. ;
Ferreira, Teresa ;
Allen, Hana Lango ;
Weyant, Robert J. ;
Wheeler, Eleanor ;
Wood, Andrew R. ;
Estrada, Karol ;
Goddard, Michael E. ;
Lettre, Guillaume ;
Mangino, Massimo ;
Nyholt, Dale R. ;
Purcell, Shaun ;
Smith, Albert Vernon ;
Visscher, Peter M. ;
Yang, Jian .
NATURE GENETICS, 2010, 42 (11) :949-U160
[29]   Percentage of body fat cutoffs by sex, age, and race-ethnicity in the US adult population from NHANES 1999-2004 [J].
Heo, Moonseong ;
Faith, Myles S. ;
Pietrobelli, Angelo ;
Heymsfield, Steven B. .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2012, 95 (03) :594-602
[30]   PICK1 Deficiency Impairs Secretory Vesicle Biogenesis and Leads to Growth Retardation and Decreased Glucose Tolerance [J].
Holst, Birgitte ;
Madsen, Kenneth L. ;
Jansen, Anna M. ;
Jin, Chunyu ;
Rickhag, Mattias ;
Lund, Viktor K. ;
Jensen, Morten ;
Bhatia, Vikram ;
Sorensen, Gunnar ;
Madsen, Andreas N. ;
Xue, Zhichao ;
Moller, Siri K. ;
Woldbye, David ;
Qvortrup, Klaus ;
Huganir, Richard ;
Stamou, Dimitrios ;
Kjaerulff, Ole ;
Gether, Ulrik .
PLOS BIOLOGY, 2013, 11 (04)