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
[41]   A high-sugar diet produces obesity and insulin resistance in wild-type Drosophila [J].
Musselman, Laura Palanker ;
Fink, Jill L. ;
Narzinski, Kirk ;
Ramachandran, Prasanna Venkatesh ;
Hathiramani, Sumitha Sukumar ;
Cagan, Ross L. ;
Baranski, Thomas J. .
DISEASE MODELS & MECHANISMS, 2011, 4 (06) :842-849
[42]   A survey of genetic human cortical gene expression [J].
Myers, Amanda J. ;
Gibbs, J. Raphael ;
AWebster, Jennifer ;
Rohrer, Kristen ;
Zhao, Alice ;
Marlowe, Lauren ;
Kaleem, Mona ;
Leung, Doris ;
Bryden, Leslie ;
Nath, Priti ;
Zismann, Victoria L. ;
Joshipura, Keta ;
Huentelman, Matthew J. ;
Hu-Lince, Diane ;
Coon, Keith D. ;
Craig, David W. ;
Pearson, John V. ;
Holmans, Peter ;
Heward, Christopher B. ;
Reiman, Eric M. ;
Stephan, Dietrich ;
Hardy, John .
NATURE GENETICS, 2007, 39 (12) :1494-1499
[43]   Genome-wide association study identifies nidogen 1 (NID1) as a susceptibility locus to cutaneous nevi and melanoma risk [J].
Nan, Hongmei ;
Xu, Mousheng ;
Zhang, Jiangwen ;
Zhang, Mingfeng ;
Kraft, Peter ;
Qureshi, Abrar A. ;
Chen, Constance ;
Guo, Qun ;
Hu, Frank B. ;
Rimm, Eric B. ;
Curhan, Gary ;
Song, Yiqing ;
Amos, Christopher I. ;
Wang, Li-E ;
Lee, Jeffrey E. ;
Wei, Qingyi ;
Hunter, David J. ;
Han, Jiali .
HUMAN MOLECULAR GENETICS, 2011, 20 (13) :2673-2679
[44]   A comprehensive 1000 Genomes-based genome-wide association meta-analysis of coronary artery disease [J].
Nikpay, Majid ;
Goel, Anuj ;
Won, Hong-Hee ;
Hall, Leanne M. ;
Willenborg, Christina ;
Kanoni, Stavroula ;
Saleheen, Danish ;
Kyriakou, Theodosios ;
Nelson, Christopher P. ;
Hopewell, Jemma C. ;
Webb, Thomas R. ;
Zeng, Lingyao ;
Dehghan, Abbas ;
Alver, Maris ;
Armasu, Sebastian M. ;
Auro, Kirsi ;
Bjonnes, Andrew ;
Chasman, Daniel I. ;
Chen, Shufeng ;
Ford, Ian ;
Franceschini, Nora ;
Gieger, Christian ;
Grace, Christopher ;
Gustafsson, Stefan ;
Huang, Jie ;
Hwang, Shih-Jen ;
Kim, Yun Kyoung ;
Kleber, Marcus E. ;
Lau, King Wai ;
Lu, Xiangfeng ;
Lu, Yingchang ;
Lyytikainen, Leo-Pekka ;
Mihailov, Evelin ;
Morrison, Alanna C. ;
Pervjakova, Natalia ;
Qu, Liming ;
Rose, Lynda M. ;
Salfati, Elias ;
Saxena, Richa ;
Scholz, Markus ;
Smith, Albert V. ;
Tikkanen, Emmi ;
Uitterlinden, Andre ;
Yang, Xueli ;
Zhang, Weihua ;
Zhao, Wei ;
de Andrade, Mariza ;
de Vries, Paul S. ;
van Zuydam, Natalie R. ;
Anand, Sonia S. .
NATURE GENETICS, 2015, 47 (10) :1121-+
[45]   Genetic Determinants of Serum Testosterone Concentrations in Men [J].
Ohlsson, Claes ;
Wallaschofski, Henri ;
Lunetta, Kathryn L. ;
Stolk, Lisette ;
Perry, John R. B. ;
Koster, Annemarie ;
Petersen, Ann-Kristin ;
Eriksson, Joel ;
Lehtimaki, Terho ;
Huhtaniemi, Ilpo T. ;
Hammond, Geoffrey L. ;
Maggio, Marcello ;
Coviello, Andrea D. ;
Ferrucci, Luigi ;
Heier, Margit ;
Hofman, Albert ;
Holliday, Kate L. ;
Jansson, John-Olov ;
Kahonen, Mika ;
Karasik, David ;
Karlsson, Magnus K. ;
Kiel, Douglas P. ;
Liu, Yongmei ;
Ljunggren, Osten ;
Lorentzon, Mattias ;
Lyytikainen, Leo-Pekka ;
Meitinger, Thomas ;
Mellstrom, Dan ;
Melzer, David ;
Miljkovic, Iva ;
Nauck, Matthias ;
Nilsson, Maria ;
Penninx, Brenda ;
Pye, Stephen R. ;
Vasan, Ramachandran S. ;
Reincke, Martin ;
Rivadeneira, Fernando ;
Tajar, Abdelouahid ;
Teumer, Alexander ;
Uitterlinden, Andre G. ;
Ulloor, Jagadish ;
Viikari, Jorma ;
Voelker, Uwe ;
Voelzke, Henry ;
Wichmann, H. Erich ;
Wu, Tsung-Sheng ;
Zhuang, Wei Vivian ;
Ziv, Elad ;
Wu, Frederick C. W. ;
Raitakari, Olli .
PLOS GENETICS, 2011, 7 (10)
[46]   Common variants at CDKAL1 and KLF9 are associated with body mass index in east Asian populations [J].
Okada, Yukinori ;
Kubo, Michiaki ;
Ohmiya, Hiroko ;
Takahashi, Atsushi ;
Kumasaka, Natsuhiko ;
Hosono, Naoya ;
Maeda, Shiro ;
Wen, Wanqing ;
Dorajoo, Rajkumar ;
Go, Min Jin ;
Zheng, Wei ;
Kato, Norihiro ;
Wu, Jer-Yuarn ;
Lu, Qi ;
Tsunoda, Tatsuhiko ;
Yamamoto, Kazuhiko ;
Nakamura, Yusuke ;
Kamatani, Naoyuki ;
Tanaka, Toshihiro .
NATURE GENETICS, 2012, 44 (03) :302-U105
[47]   Parent-of-origin-specific allelic associations among 106 genomic loci for age at menarche [J].
Perry, John R. B. ;
Day, Felix ;
Elks, Cathy E. ;
Sulem, Patrick ;
Thompson, Deborah J. ;
Ferreira, Teresa ;
He, Chunyan ;
Chasman, Daniel I. ;
Esko, Toenu ;
Thorleifsson, Gudmar ;
Albrecht, Eva ;
Ang, Wei Q. ;
Corre, Tanguy ;
Cousminer, Diana L. ;
Feenstra, Bjarke ;
Franceschini, Nora ;
Ganna, Andrea ;
Johnson, Andrew D. ;
Kjellqvist, Sanela ;
Lunetta, Kathryn L. ;
McMahon, George ;
Nolte, Ilja M. ;
Paternoster, Lavinia ;
Porcu, Eleonora ;
Smith, Albert V. ;
Stolk, Lisette ;
Teumer, Alexander ;
Tsernikova, Natalia ;
Tikkanen, Emmi ;
Ulivi, Sheila ;
Wagner, Erin K. ;
Amin, Najaf ;
Bierut, Laura J. ;
Byrne, Enda M. ;
Hottenga, Jouke-Jan ;
Koller, Daniel L. ;
Mangino, Massimo ;
Pers, Tune H. ;
Yerges-Armstrong, Laura M. ;
Zhao, Jing Hua ;
Andrulis, Irene L. ;
Anton-Culver, Hoda ;
Atsma, Femke ;
Bandinelli, Stefania ;
Beckmann, Matthias W. ;
Benitez, Javier ;
Blomqvist, Carl ;
Bojesen, Stig E. ;
Bolla, Manjeet K. ;
Bonanni, Bernardo .
NATURE, 2014, 514 (7520) :92-+
[48]   Biological interpretation of genome-wide association studies using predicted gene functions [J].
Pers, Tune H. ;
Karjalainen, Juha M. ;
Chan, Yingleong ;
Westra, Harm-Jan ;
Wood, Andrew R. ;
Yang, Jian ;
Lui, Julian C. ;
Vedantam, Sailaja ;
Gustafsson, Stefan ;
Esko, Tonu ;
Frayling, Tim ;
Speliotes, Elizabeth K. ;
Boehnke, Michael ;
Raychaudhuri, Soumya ;
Fehrmann, Rudolf S. N. ;
Hirschhorn, Joel N. ;
Franke, Lude .
NATURE COMMUNICATIONS, 2015, 6
[49]   Genome-Wide Association Study Reveals Multiple Loci Associated with Primary Tooth Development during Infancy [J].
Pillas, Demetris ;
Hoggart, Clive J. ;
Evans, David M. ;
O'Reilly, Paul F. ;
Sipila, Kirsi ;
Lahdesmaki, Raija ;
Millwood, Iona Y. ;
Kaakinen, Marika ;
Netuveli, Gopalakrishnan ;
Blane, David ;
Charoen, Pimphen ;
Sovio, Ulla ;
Pouta, Anneli ;
Freimer, Nelson ;
Hartikainen, Anna-Liisa ;
Laitinen, Jaana ;
Vaara, Sarianna ;
Glaser, Beate ;
Crawford, Peter ;
Timpson, Nicholas J. ;
Ring, Susan M. ;
Deng, Guohong ;
Zhang, Weihua ;
McCarthy, Mark I. ;
Deloukas, Panos ;
Peltonen, Leena ;
Elliott, Paul ;
Coin, Lachlan J. M. ;
Smith, George Davey ;
Jarvelin, Marjo-Riitta .
PLOS GENETICS, 2010, 6 (02)
[50]   Loss-of-Function Mutations in SOX10 Cause Kallmann Syndrome with Deafness [J].
Pingault, Veronique ;
Bodereau, Virginie ;
Baral, Viviane ;
Marcos, Severine ;
Watanabe, Yuli ;
Chaoui, Asma ;
Fouveaut, Corinne ;
Leroy, Chrystel ;
Verier-Mine, Odile ;
Francannet, Christine ;
Dupin-Deguine, Delphine ;
Archambeaud, Francoise ;
Kurtz, Francois-Joseph ;
Young, Jacques ;
Bertherat, Jerome ;
Marlin, Sandrine ;
Goossens, Michel ;
Hardelin, Jean-Pierre ;
Dode, Catherine ;
Bondurand, Nadege .
AMERICAN JOURNAL OF HUMAN GENETICS, 2013, 92 (05) :707-724