Identifying Novel Gene Variants in Coronary Artery Disease and Shared Genes With Several Cardiovascular Risk Factors

被引:52
作者
LeBlanc, Marissa [1 ,2 ,3 ]
Zuber, Verena [4 ,5 ]
Andreassen, Bettina Kulle [1 ,2 ]
Witoelar, Aree [4 ,5 ]
Zeng, Lingyao [6 ]
Bettella, Francesco [4 ,5 ]
Wang, Yunpeng [4 ,7 ,8 ]
McEvoy, Linda K. [7 ,9 ]
Thompson, Wesley K. [10 ]
Schork, Andrew J. [7 ,11 ]
Reppe, Sjur [12 ,13 ,14 ]
Barrett-Connor, Elizabeth [15 ]
Ligthart, Symen [16 ]
Dehghan, Abbas [16 ]
Gautvik, Kaare M. [13 ,14 ]
Nelson, Christopher P. [17 ,18 ]
Schunkert, Heribert [6 ]
Samani, Nilesh J. [17 ,18 ]
Ridker, Paul M. [19 ]
Chasman, Daniel I. [19 ]
Aukrust, Pal [20 ,21 ,22 ,23 ]
Djurovic, Srdjan [4 ,5 ]
Frigessi, Arnoldo [2 ,3 ]
Desikan, Rahul S. [7 ,9 ,24 ]
Dale, Anders M. [7 ,8 ,9 ,10 ]
Andreassen, Ole A. [4 ,5 ,7 ]
机构
[1] Univ Oslo, Dept Clin Mol Biol, Inst Clin Med, Oslo, Norway
[2] Univ Oslo, Oslo Ctr Biostat & Epidemiol, Dept Biostat, Oslo, Norway
[3] Oslo Univ Hosp, Res Support Serv, N-0424 Oslo, Norway
[4] Univ Oslo, NORMENT KG Jebsen Ctr Psychosis Res, Inst Clin Med, Oslo, Norway
[5] Oslo Univ Hosp, Div Mental Hlth & Addict, N-0424 Oslo, Norway
[6] Tech Univ Munich, Deutsch Herzzentrum Munchen, D-80290 Munich, Germany
[7] Univ Calif San Diego, Multimodal Imaging Lab, La Jolla, CA 92093 USA
[8] Univ Calif San Diego, Dept Neurosci, La Jolla, CA 92093 USA
[9] Univ Calif San Diego, Dept Radiol, San Diego, CA 92103 USA
[10] Univ Calif San Diego, Dept Psychiat, San Diego, CA 92103 USA
[11] Univ Calif San Diego, Cognit Sci Grad Program, San Diego, CA 92103 USA
[12] Oslo Univ Hosp, Dept Med Biochem, N-0424 Oslo, Norway
[13] Lovisenberg Diakonale Hosp, Dept Med Biochem, Oslo, Norway
[14] Univ Oslo, Inst Basic Med Sci, Oslo, Norway
[15] Univ Calif San Diego, Family & Prevent Med, Div Epidemiol, La Jolla, CA 92093 USA
[16] Erasmus Univ, Med Ctr, Dept Epidemiol, Rotterdam, Netherlands
[17] Univ Leicester, Dept Cardiovasc Sci, Leicester, Leics, England
[18] Glenfield Hosp, Natl Inst Hlth Res, Leicester Cardiovasc Dis Biomed Res Unit, Leicester, Leics, England
[19] Brigham & Womens Hosp, Div Preventat Med, Ctr Cardiovasc Dis Prevent, Boston, MA 02115 USA
[20] Oslo Univ Hosp, Internal Med Res Inst, N-0424 Oslo, Norway
[21] Oslo Univ Hosp, Sect Clin Immunol & Infect Dis, N-0424 Oslo, Norway
[22] Univ Oslo, Oslo, Norway
[23] Univ Oslo, KG Jebsen Inflammatory Res Ctr, Oslo, Norway
[24] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, Neuroradiol Sect, San Francisco, CA 94143 USA
基金
美国国家卫生研究院;
关键词
coronary artery disease; coronary heart disease; genome-wide association study; genetic pleiotropy; lipids; molecular epidemiology; myocardial infarction; Women's Genome Health Study; GENOME-WIDE ASSOCIATION; BODY-MASS INDEX; HEART-DISEASE; BLOOD-PRESSURE; COMMON VARIANTS; METABOLIC SYNDROME; ESSENTIAL-HYPERTENSION; LEVERAGING PLEIOTROPY; MISSING HERITABILITY; LOCI;
D O I
10.1161/CIRCRESAHA.115.306629
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Rationale: Coronary artery disease (CAD) is a critical determinant of morbidity and mortality. Previous studies have identified several cardiovascular disease risk factors, which may partly arise from a shared genetic basis with CAD, and thus be useful for discovery of CAD genes. Objective: We aimed to improve discovery of CAD genes and inform the pathogenic relationship between CAD and several cardiovascular disease risk factors using a shared polygenic signal-informed statistical framework. Methods and Results: Using genome-wide association studies summary statistics and shared polygenic pleiotropy-informed conditional and conjunctional false discovery rate methodology, we systematically investigated genetic overlap between CAD and 8 traits related to cardiovascular disease risk factors: low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, triglycerides, type 2 diabetes mellitus, C-reactive protein, body mass index, systolic blood pressure, and type 1 diabetes mellitus. We found significant enrichment of single-nucleotide polymorphisms associated with CAD as a function of their association with low-density lipoprotein, high-density lipoprotein, triglycerides, type 2 diabetes mellitus, C-reactive protein, body mass index, systolic blood pressure, and type 1 diabetes mellitus. Applying the conditional false discovery rate method to the enriched phenotypes, we identified 67 novel loci associated with CAD (overall conditional false discovery rate <0.01). Furthermore, we identified 53 loci with significant effects in both CAD and at least 1 of low-density lipoprotein, high-density lipoprotein, triglycerides, type 2 diabetes mellitus, C-reactive protein, systolic blood pressure, and type 1 diabetes mellitus. Conclusions: The observed polygenic overlap between CAD and cardiometabolic risk factors indicates a pathogenic relation that warrants further investigation. The new gene loci identified implicate novel genetic mechanisms related to CAD.
引用
收藏
页码:83 / 94
页数:12
相关论文
共 53 条
[1]   Null Mutation in Hormone-Sensitive Lipase Gene and Risk of Type 2 Diabetes [J].
Albert, Jessica S. ;
Yerges-Armstrong, Laura M. ;
Horenstein, Richard B. ;
Pollin, Toni I. ;
Sreenivasan, Urmila T. ;
Chai, Sumbul ;
Blaner, William S. ;
Snitker, Soren ;
O'Connell, Jeffrey R. ;
Gong, Da-Wei ;
Breyer, Richard J., III ;
Ryan, Alice S. ;
McLenithan, John C. ;
Shuldiner, Alan R. ;
Sztalryd, Carole ;
Damcott, Coleen M. .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 370 (24) :2307-2315
[2]   A map of human genome variation from population-scale sequencing [J].
Altshuler, David ;
Durbin, Richard M. ;
Abecasis, Goncalo R. ;
Bentley, David R. ;
Chakravarti, Aravinda ;
Clark, Andrew G. ;
Collins, Francis S. ;
De la Vega, Francisco M. ;
Donnelly, Peter ;
Egholm, Michael ;
Flicek, Paul ;
Gabriel, Stacey B. ;
Gibbs, Richard A. ;
Knoppers, Bartha M. ;
Lander, Eric S. ;
Lehrach, Hans ;
Mardis, Elaine R. ;
McVean, Gil A. ;
Nickerson, DebbieA. ;
Peltonen, Leena ;
Schafer, Alan J. ;
Sherry, Stephen T. ;
Wang, Jun ;
Wilson, Richard K. ;
Gibbs, Richard A. ;
Deiros, David ;
Metzker, Mike ;
Muzny, Donna ;
Reid, Jeff ;
Wheeler, David ;
Wang, Jun ;
Li, Jingxiang ;
Jian, Min ;
Li, Guoqing ;
Li, Ruiqiang ;
Liang, Huiqing ;
Tian, Geng ;
Wang, Bo ;
Wang, Jian ;
Wang, Wei ;
Yang, Huanming ;
Zhang, Xiuqing ;
Zheng, Huisong ;
Lander, Eric S. ;
Altshuler, David L. ;
Ambrogio, Lauren ;
Bloom, Toby ;
Cibulskis, Kristian ;
Fennell, Tim J. ;
Gabriel, Stacey B. .
NATURE, 2010, 467 (7319) :1061-1073
[3]   Genetic pleiotropy between multiple sclerosis and schizophrenia but not bipolar disorder: differential involvement of immune-related gene loci [J].
Andreassen, O. A. ;
Harbo, H. F. ;
Wang, Y. ;
Thompson, W. K. ;
Schork, A. J. ;
Mattingsdal, M. ;
Zuber, V. ;
Bettella, F. ;
Ripke, S. ;
Kelsoe, J. R. ;
Kendler, K. S. ;
O'Donovan, M. C. ;
Sklar, P. ;
McEvoy, L. K. ;
Desikan, R. S. ;
Lie, B. A. ;
Djurovic, S. ;
Dale, A. M. .
MOLECULAR PSYCHIATRY, 2015, 20 (02) :207-214
[4]   Abundant Genetic Overlap between Blood Lipids and Immune-Mediated Diseases Indicates Shared Molecular Genetic Mechanisms [J].
Andreassen, Ole A. ;
Desikan, Rahul S. ;
Wang, Yunpeng ;
Thompson, Wesley K. ;
Schork, Andrew J. ;
Zuber, Verena ;
Doncheva, Nadezhda T. ;
Ellinghaus, Eva ;
Albrecht, Mario ;
Mattingsdal, Morten ;
Franke, Andre ;
Lie, Benedicte A. ;
Mills, Ian ;
Aukrust, Pal ;
McEvoy, Linda K. ;
Djurovic, Srdjan ;
Karlsen, Tom H. ;
Dale, Anders M. .
PLOS ONE, 2015, 10 (04)
[5]   Shared common variants in prostate cancer and blood lipids [J].
Andreassen, Ole A. ;
Zuber, Verena ;
Thompson, Wesley K. ;
Schork, Andrew J. ;
Bettella, Francesco ;
Djurovic, Srdjan ;
Desikan, Rahul S. ;
Mills, Ian G. ;
Dale, Anders M. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2014, 43 (04) :1205-1214
[6]   Identifying Common Genetic Variants in Blood Pressure Due to Polygenic Pleiotropy With Associated Phenotypes [J].
Andreassen, Ole A. ;
McEvoy, Linda K. ;
Thompson, Wesley K. ;
Wang, Yunpeng ;
Reppe, Sjur ;
Schork, Andrew J. ;
Zuber, Verena ;
Barrett-Connor, Elizabeth ;
Gautvik, Kaare ;
Aukrust, Pal ;
Karlsen, Tom H. ;
Djurovic, Srdjan ;
Desikan, Rahul S. ;
Dale, Anders M. .
HYPERTENSION, 2014, 63 (04) :819-826
[7]   Improved Detection of Common Variants Associated with Schizophrenia and Bipolar Disorder Using Pleiotropy-Informed Conditional False Discovery Rate [J].
Andreassen, Ole A. ;
Thompson, Wesley K. ;
Schork, Andrew J. ;
Ripke, Stephan ;
Mattingsdal, Morten ;
Kelsoe, John R. ;
Kendler, Kenneth S. ;
O'Donovan, Michael C. ;
Rujescu, Dan ;
Werge, Thomas ;
Sklar, Pamela ;
Roddey, J. Cooper ;
Chen, Chi-Hua ;
McEvoy, Linda ;
Desikan, Rahul S. ;
Djurovic, Srdjan ;
Dale, Anders M. .
PLOS GENETICS, 2013, 9 (04)
[8]   Improved Detection of Common Variants Associated with Schizophrenia by Leveraging Pleiotropy with Cardiovascular-Disease Risk Factors [J].
Andreassen, Ole A. ;
Djurovic, Srdjan ;
Thompson, Wesley K. ;
Schork, Andrew J. ;
Kendler, Kenneth S. ;
O'Donovan, Michael C. ;
Rujescu, Dan ;
Werge, Thomas ;
van de Bunt, Martijn ;
Morris, Andrew P. ;
McCarthy, Mark I. ;
Roddey, J. Cooper ;
McEvoy, Linda K. ;
Desikan, Rahul S. ;
Dale, Anders M. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2013, 92 (02) :197-209
[9]   Genome-wide association study and meta-analysis find that over 40 loci affect risk of type 1 diabetes [J].
Barrett, Jeffrey C. ;
Clayton, David G. ;
Concannon, Patrick ;
Akolkar, Beena ;
Cooper, Jason D. ;
Erlich, Henry A. ;
Julier, Cecile ;
Morahan, Grant ;
Nerup, Jorn ;
Nierras, Concepcion ;
Plagnol, Vincent ;
Pociot, Flemming ;
Schuilenburg, Helen ;
Smyth, Deborah J. ;
Stevens, Helen ;
Todd, John A. ;
Walker, Neil M. ;
Rich, Stephen S. .
NATURE GENETICS, 2009, 41 (06) :703-707
[10]   Relaxed significance criteria for linkage analysis [J].
Chen, Lin ;
Storey, John D. .
GENETICS, 2006, 173 (04) :2371-2381