Bernhard O. Boehm, Marten H. Hofker, Clara C. Elbers, Sam E. Tischfield, Yvonne T. van der Schouw, Richa Saxena, Caitrin W. McDonough, Kandice Kottke-Marchant, Folkert W. Asselbergs, Heribert Schunkert, L. Adrienne Cupples, Nicole L. Glazer, Philippa J. Talmud, John G. Gums, Wolfgang Koenig, Debbie A Lawlor, Matthew B. Lanktree, Myriam Fornage, Andrea Z. LaCroix, A. H. Zwinderman, Alice V. Stanton, Ronald P. Stolk, Kristian M. Bailey, Jeffery R. O'Connell, James S. Pankow, Jolanda M. A. Boer, Brendan J. Keating, Alan R. Shuldiner, Christian Hengstenberg, Yun Li, Olle Melander, Christian Delles, Gail P. Jarvik, John Whitfield, Stephen Newhouse, Rita P.S. Middelberg, Winfried März, Arthur A.M. Wilde, Patricia B. Munroe, Yan Gong, Herman A. Taylor, Denis C. Shields, Hugh Watkins, Ronald Klein, Charles Kooperberg, Hans L. Hillege, Elina Toskala, Christie M. Ballantyne, Mingyao Li, Suzanne Rafelt, Nilesh J. Samani, Bruce H. R. Wolffenbuttel, Kent R. Bailey, Pieter A. Doevendans, Yii-Der Ida Chen, Jens Baumert, Peter Sever, Vinicius Tragante, Florianne Bauer, Sonia S. Anand, W. M. Monique Verschuren, Braxton D. Mitchell, Barbara Thorand, Daniel I. Swerdlow, Jonathan A. Shaffer, Barbara E.K. Klein, Kiang Liu, Michael Y. Tsai, Neil R Poulter, Nicholas J. Schork, Simon P. R. Romaine, Bernhard M. Kaess, Mark J. Caulfield, Wei Chen, Erin N. Smith, Connie R. Bezzina, Stephen S. Rich, Tushar Bhangale, Leslie A. Lange, Mika Kivimäki, John Barnard, Julie A. Johnson, Roy L. Silverstein, Daichi Shimbo, Yiran Guo, Jessica van Setten, Meena Kumari, Berta Almoguera, Claire E. Hastie, Marcus E. Kleber, Robert A. Hegele, Mieke D. Trip, Matthijs F.L. Meijs, Bruce M. Psaty, Tina Shah, Susan Redline, Eric Boerwinkle, Cisca Wijmenga, Jonas S. Dejong, Catharina A. Hartman, Karen J. Cruickshanks, Taimour Y. Langaee, Amber A. Burt, Niek Verweij, David Duggan, Jerome I. Rotter, Ellen Van Der Schoot, Sathanur R. Srinivasan, N. Charlotte Onland-Moret, Paul Burton, Hakon Hakonarson, Laya Mallela, Fotios Drenos, Yolande Appelman, Rhonda M. Cooper-DeHoff, Peter S. Braund, Eric J. Topol, Michael V. Holmes, Grant W. Montgomery, Hubert Scharnagl, Alexander P. Reiner, Susan Kirkland, Daniel J. Rader, John C. Whittaker, Clement E. Furlong, Suthesh Sivapalaratnam, Gerald S. Berenson, Kiran Musunuru, Steve E. Humphries, Toby Johnson, Sarah S. Murray, Ramakrishnan Rajagopalan, Paul I.W. de Bakker, Erik P A Van Iperen, John J.P. Kastelein, Robert Clarke, Jemma C. Hopewell, Thomas Illig, Wendy S. Post, Anna F. Dominiczak, Christopher P. Nelson, Amber L. Beitelshees, Gurunathan Murugesan, Pim van der Harst, G. Kees Hovingh, Muredach P. Reilly, Karina W. Davidson, John M. C. Connell, Anthony J. Balmforth, James G. Wilson, Jose M. Ordovas, Sarah G. Buxbaum, Tom R. Gaunt, Jana V. van Vliet-Ostaptchouk, Li Zhang, Peter J. van der Most, Ian N. M. Day, Willem H. Ouwehand, Salim Yusuf, Haiqing Shen, Sekar Kathiresan, Nathan Pankratz, Sandosh Padmanabhan, Pamela J. Schreiner, Alistair S. Hall, Juan P. Casas, Nicholas G. Martin, Joost L. Van Pelt, Kelly A. Volcik, Aroon D. Hingorani, Cardiology, ICaR - Heartfailure and pulmonary arterial hypertension, Faculteit Medische Wetenschappen/UMCG, Life Course Epidemiology (LCE), Lifestyle Medicine (LM), Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE), Cardiovascular Centre (CVC), Groningen Kidney Center (GKC), Center for Liver, Digestive and Metabolic Diseases (CLDM), Vascular Ageing Programme (VAP), Groningen Institute for Gastro Intestinal Genetics and Immunology (3GI), APH - Amsterdam Public Health, Epidemiology and Data Science, Graduate School, Vascular Medicine, ACS - Amsterdam Cardiovascular Sciences, Landsteiner Laboratory, and Clinical Haematology
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 ∼50,000 SNP genotyping array (the ITMAT-Broad-CARe array) covering ∼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. © 2012 The American Society of Human Genetics.