Large-Scale Gene-Centric Meta-analysis across 32 Studies Identifies Multiple Lipid Loci

被引:208
作者
Asselbergs, Folkert W. [2 ,3 ,4 ]
Guo, Yiran [1 ,5 ]
van Iperen, Erik P. A. [6 ,7 ]
Sivapalaratnam, Suthesh [8 ]
Tragante, Vinicius [2 ,4 ]
Lanktree, Matthew B. [9 ,10 ]
Lange, Leslie A. [11 ]
Almoguera, Berta [1 ]
Appelman, Yolande E. [12 ]
Barnard, John [13 ]
Baumert, Jens [14 ]
Beitelshees, Amber L. [15 ]
Bhangale, Tushar R. [16 ]
Chen, Yii-Der Ida [17 ]
Gaunt, Tom R. [18 ]
Gong, Yan [19 ,20 ]
Hopewell, Jemma C. [21 ]
Johnson, Toby [22 ]
Kleber, Marcus E. [23 ,24 ]
Langaee, Taimour Y. [19 ,20 ]
Li, Mingyao [25 ]
Li, Yun R. [1 ]
Liu, Kiang [26 ]
McDonough, Caitrin W. [19 ,20 ]
Meijs, Matthijs El. [2 ]
Middelberg, Rita P. S. [27 ,28 ]
Musunuru, Kiran [29 ,30 ,31 ]
Nelson, Christopher P. [32 ]
O'Connell, Jeffery R. [33 ]
Padmanabhan, Sandosh [34 ]
Pankow, James S. [35 ]
Pankratz, Nathan [36 ]
Rafelt, Suzanne [32 ]
Rajagopalan, Ramakrishnan [37 ,38 ]
Romaine, Simon P. R. [39 ]
Schork, Nicholas J. [40 ,41 ]
Shaffer, Jonathan [42 ]
Shen, Haiqing [33 ]
Smith, Erin N. [43 ,44 ]
Tischfield, Sam E. [45 ]
van der Most, Peter J. [46 ]
van Vliet-Ostaptchouk, Jana V. [47 ,48 ]
Verweij, Niek [49 ,50 ]
Volcik, Kelly A. [51 ]
Zhang, Li [13 ]
Bailey, Kent R. [52 ]
Bailey, Kristian M. [39 ]
Bauer, Florianne [3 ,53 ]
Boer, Jolanda M. A. [54 ]
Braund, Peter S. [32 ]
机构
[1] Childrens Hosp Philadelphia, Abramson Res Ctr, Ctr Appl Genom, Philadelphia, PA 19104 USA
[2] Univ Med Ctr Utrecht, Dept Cardiol, Div Heart & Lungs, NL-3508 GA Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, NL-3508 GA Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Dept Med Genet, NL-3584 CX Utrecht, Netherlands
[5] BGI Shenzhen, Shenzhen 518083, Peoples R China
[6] Durrer Ctr Cardiogenet Res, NL-1105 AZ Amsterdam, Netherlands
[7] Univ Amsterdam, Acad Med Ctr, Dept Clin Epidemiol Biostat & Bioinformat, NL-1105 AZ Amsterdam, Netherlands
[8] Univ Amsterdam, Acad Med Ctr, Dept Vasc Med, NL-1105 AZ Amsterdam, Netherlands
[9] Univ Western Ontario, Schulich Sch Med & Dent, Dept Med, London, ON N6A 3K6, Canada
[10] Univ Western Ontario, Schulich Sch Med & Dent, Dept Biochem, London, ON N6A 3K6, Canada
[11] Univ N Carolina, Sch Med, Dept Genet, Chapel Hill, NC 27514 USA
[12] Vrije Univ Amsterdam Med Ctr, Dept Cardiol, NL-1081 HV Amsterdam, Netherlands
[13] Cleveland Clin, Lerner Res Inst, Dept Quantitat Hlth Sci, Cleveland, OH 44195 USA
[14] German Res Ctr Environm Hlth, Helmholtz Zentrum Munchen, Inst Epidemiol 2, D-85764 Neuherberg, Germany
[15] Univ Maryland, Sch Med, Dept Med, Baltimore, MD 21201 USA
[16] Genentech Inc, Dept Bioinformat & Computat Biol, San Francisco, CA 94080 USA
[17] Cedars Sinai Med Ctr, Inst Med Genet, Los Angeles, CA 90048 USA
[18] Univ Bristol, Sch Social & Community Med, Ctr Causal Anal Translat Epidemiol, MRC, Bristol BS8 2BN, Avon, England
[19] Univ Florida, Dept Pharmacotherapy & Translat Res, Gainesville, FL 32603 USA
[20] Univ Florida, Ctr Pharmacogen, Gainesville, FL 32603 USA
[21] Univ Oxford, Clin Trial Serv Unit, Oxford OX3 7BN, England
[22] Queen Mary Univ London, Barts & London Sch Med, William Harvey Res Inst, Barts & London Genome Ctr, London EC1M 6BQ, England
[23] LURIC Study, D-79098 Freiburg, Germany
[24] Heidelberg Univ, Med Fac Mannheim, Mannheim Inst Publ Hlth Social & Prevent Med, D-68167 Mannheim, Germany
[25] Univ Penn, Perelman Sch Med, Cardiovasc Inst, Philadelphia, PA 19104 USA
[26] Northwestern Univ, Feinberg Sch Med, Dept Prevent Med, Chicago, IL 60611 USA
[27] Royal Brisbane Hosp, Queensland Inst Med Res, Brisbane, Qld 4029, Australia
[28] Prince Charles Hosp, Dept Med, Chermside, Qld 4032, Australia
[29] Broad Inst MIT & Harvard, Cambridge, MA 02141 USA
[30] Massachusetts Gen Hosp, Boston, MA 02114 USA
[31] Harvard Univ, Sch Med, Boston, MA 02115 USA
[32] Univ Leicester, Glenfield Hosp, Dept Cardiovasc Sci, Leicester LE3 9QP, Leics, England
[33] Univ Maryland, Sch Med, Div Endocrinol Diabet & Nutr, Baltimore, MD 21201 USA
[34] Univ Glasgow, Coll Med Vet & Life Sci, Inst Cardiovasc & Med Sci, BHF Glasgow Cardiovasc Res Ctr, Glasgow G12 8TA, Lanark, Scotland
[35] Univ Minnesota, Div Epidemiol & Community Hlth, Minneapolis, MN 55455 USA
[36] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA
[37] Univ Washington, Div Med Genet, Dept Med, Seattle, WA 98195 USA
[38] Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
[39] Univ Leeds, Leeds Inst Genet Hlth & Therapeut, Leeds LS2 9JT, W Yorkshire, England
[40] Scripps Res Inst, La Jolla, CA 92037 USA
[41] Scripps Translat Sci Inst, La Jolla, CA 92037 USA
[42] Columbia Univ, Dept Med, Ctr Behav Cardiovasc Hlth, New York, NY 10032 USA
[43] Univ Calif San Diego, Sch Med, Dept Pediat, La Jolla, CA USA
[44] Univ Calif San Diego, Sch Med, Radys Childrens Hosp, La Jolla, CA USA
[45] Weill Cornell Med Coll, Triinst Training Program Computat Biol & Med, New York, NY 10065 USA
[46] Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, NL-9700 RB Groningen, Netherlands
[47] Univ Groningen, Univ Med Ctr Groningen, Dept Pathol & Med Biol, Med Biol Div,Mol Genet Lab, NL-9700 RB Groningen, Netherlands
[48] Univ Groningen, Univ Med Ctr Groningen, Dept Endocrinol, NL-9700 RB Groningen, Netherlands
[49] Univ Groningen, Univ Med Ctr Groningen, Dept Cardiol, NL-9700 RB Groningen, Netherlands
[50] Univ Groningen, Univ Med Ctr Groningen, Dept Genet, NL-9700 RB Groningen, Netherlands
基金
英国惠康基金; 英国医学研究理事会;
关键词
GENOME-WIDE ASSOCIATION; DENSITY-LIPOPROTEIN CHOLESTEROL; CORONARY-HEART-DISEASE; FAMILIAL HYPERCHOLESTEROLEMIA; APOLIPOPROTEIN B-100; MISSING HERITABILITY; PLASMA TRIGLYCERIDES; QUANTITATIVE TRAITS; STATISTICAL-MODEL; COMPLEX TRAITS;
D O I
10.1016/j.ajhg.2012.08.032
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genome-wide association studies (GWASs) have identified many SNPs underlying variations in plasma-lipid levels. We explore whether additional loci associated with plasma-lipid phenotypes, such as high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), total cholesterol (TC), and triglycerides (TGs), can be identified by a dense gene-centric approach. Our meta-analysis of 32 studies in 66,240 individuals of European ancestry was based on the custom similar to 50,000 SNP genotyping array (the ITMAT-Broad-CARe array) covering similar to 2,000 candidate genes. SNP-lipid associations were replicated either in a cohort comprising an additional 24,736 samples or within the Global Lipid Genetic Consortium. We identified four, six, ten, and four unreported SNPs in established lipid genes for HDL-C, LDL-C, TC, and TGs, respectively. We also identified several lipid-related SNPs in previously unreported genes: DGAT2, HCAR2, GPIHBP1, PPARG, and FTO for HDL-C; SOCS3, APOH, SPTY2D1, BRCA2, and VLDLR for LDL-C; SOCS3, UGT1A1, BRCA2, UBE3B, FCGR2A, CHUK, and INSIG2 for TC; and SERPINF2, C4B, GCK, GATA4, INSR, and LPAL2 for TGs. The proportion of explained phenotypic variance in the subset of studies providing individual-level data was 9.9% for HDL-C, 9.5% for LDL-C, 10.3% for TC, and 8.0% for TGs. This large meta-analysis of lipid phenotypes with the use of a dense gene-centric approach identified multiple SNPs not previously described in established lipid genes and several previously unknown loci. The explained phenotypic variance from this approach was comparable to that from a meta-analysis of GWAS data, suggesting that a focused genotyping approach can further increase the understanding of heritability of plasma lipids.
引用
收藏
页码:823 / 838
页数:16
相关论文
共 76 条
[1]  
Abecasis Group, 2012, EX CHIP DES
[2]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[3]   Sex-associated effect of CETP and LPL polymorphisms on postprandial lipids in familial hypercholesterolaemia [J].
Anagnostopoulou, Katherine K. ;
Kolovou, Genovefa D. ;
Kostakou, Peggy M. ;
Mihas, Constantinos ;
Hatzigeorgiou, Georgios ;
Marvaki, Christina ;
Degiannis, Dimitrios ;
Mikhailidis, Dimitri P. ;
Cokkinos, Dennis V. .
LIPIDS IN HEALTH AND DISEASE, 2009, 8
[4]   Lipid parameters for measuring risk of cardiovascular disease [J].
Arsenault, Benoit J. ;
Boekholdt, S. Matthijs ;
Kastelein, John J. P. .
NATURE REVIEWS CARDIOLOGY, 2011, 8 (04) :197-206
[5]   Familial hypercholesterolemia and coronary heart disease: A HuGE association review [J].
Austin, MA ;
Hutter, CM ;
Zimmern, RL ;
Humphries, SE .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2004, 160 (05) :421-429
[6]   Association studies for quantitative traits in structured populations [J].
Bacanu, SA ;
Devlin, B ;
Roeder, K .
GENETIC EPIDEMIOLOGY, 2002, 22 (01) :78-93
[7]   CETP and atherosclerosis [J].
Barter, P .
ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2000, 20 (09) :2029-2031
[8]   Cholesteryl ester transfer protein - A novel target for raising HDL and inhibiting atherosclerosis [J].
Barter, PJ ;
Brewer, HB ;
Chapman, MJ ;
Hennekens, CH ;
Rader, DJ ;
Tall, AR .
ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2003, 23 (02) :160-167
[9]   Association between multiple cardiovascular risk factors and atherosclerosis in children and young adults [J].
Berenson, GS ;
Srinivasan, SR ;
Bao, WH ;
Newman, WP ;
Tracy, RE ;
Wattigney, WA .
NEW ENGLAND JOURNAL OF MEDICINE, 1998, 338 (23) :1650-1656
[10]   Large-Scale Gene-Centric Analysis Identifies Novel Variants for Coronary Artery Disease [J].
Butterworth, Adam S. ;
Braund, Peter S. ;
Farrall, Martin ;
Hardwick, Robert J. ;
Saleheen, Danish ;
Peden, John F. ;
Soranzo, Nicole ;
Chambers, John C. ;
Sivapalaratnam, Suthesh ;
Kleber, Marcus E. ;
Keating, Brendan ;
Qasim, Atif ;
Klopp, Norman ;
Erdmann, Jeanette ;
Assimes, Themistocles L. ;
Ball, Stephen G. ;
Balmforth, Anthony J. ;
Barnes, Timothy A. ;
Basart, Hanneke ;
Baumert, Jens ;
Bezzina, Connie R. ;
Boerwinkle, Eric ;
Boehm, Bernhard O. ;
Brocheton, Jessy ;
Bugert, Peter ;
Cambien, Francois ;
Clarke, Robert ;
Codd, Veryan ;
Collins, Rory ;
Couper, David ;
Cupples, L. Adrienne ;
de Jong, Jonas S. ;
Diemert, Patrick ;
Ejebe, Kenechi ;
Elbers, Clara C. ;
Elliott, Paul ;
Fornage, Myriam ;
Franzosi, Maria-Grazia ;
Frossard, Philippe ;
Garner, Stephen ;
Goel, Anuj ;
Goodall, Alison H. ;
Hengstenberg, Christian ;
Hunt, Sarah E. ;
Kastelein, John J. P. ;
Klungel, Olaf H. ;
Klueter, Harald ;
Koch, Kerstin ;
Koenig, Inke R. ;
Kooner, Angad S. .
PLOS GENETICS, 2011, 7 (09)