P. Natarajan, J. Bis, L. Bielak, A. Cox, M. Dörr, M. Feitosa, N. Franceschini, Xiuqing Guo, Shih-Jen Hwang, A. Isaacs, Min A. Jhun, M. Kavousi, R. Li-Gao, L. Lyytikäinen, R. Marioni, U. Schminke, N. Stitziel, H. Tada, J. van Setten, A. Smith, D. Vojinović, L. Yanek, J. Yao, L. Yerges-Armstrong, N. Amin, U. Baber, I. Borecki, J. Carr, Y. Chen, L. Cupples, P. D. de Jong, H. D. de Koning, B. D. de Vos, A. Demirkan, V. Fuster, O. Franco, M. Goodarzi, T. Harris, S. Heckbert, G. Heiss, U. Hoffmann, A. Hofman, I. Išgum, J. Jukema, M. Kähönen, S. Kardia, B. Kral, L. Launer, J. Massaro, R. Mehran, B. Mitchell, T. Mosley, R. de Mutsert, A. Newman, Khanh-dung Nguyen, K. North, J. O’Connell, M. Oudkerk, J. Pankow, G. Peloso, W. Post, M. Province, L. Raffield, Olli T. Raitakari, Dermot F. Reilly, F. Rivadeneira, F. Rosendaal, S. Sartori, K. Taylor, A. Teumer, S. Trompet, S. Turner, A. Uitterlinden, Dhananjay Vaidya, A. van der Lugt, U. Völker, Joanna M. Wardlaw, C. Wassel, S. Weiss, M. Wojczynski, D. Becker, L. Becker
{"title":"Multiethnic Exome-Wide Association Study of Subclinical Atherosclerosis","authors":"P. Natarajan, J. Bis, L. Bielak, A. Cox, M. Dörr, M. Feitosa, N. Franceschini, Xiuqing Guo, Shih-Jen Hwang, A. Isaacs, Min A. Jhun, M. Kavousi, R. Li-Gao, L. Lyytikäinen, R. Marioni, U. Schminke, N. Stitziel, H. Tada, J. van Setten, A. Smith, D. Vojinović, L. Yanek, J. Yao, L. Yerges-Armstrong, N. Amin, U. Baber, I. Borecki, J. Carr, Y. Chen, L. Cupples, P. D. de Jong, H. D. de Koning, B. D. de Vos, A. Demirkan, V. Fuster, O. Franco, M. Goodarzi, T. Harris, S. Heckbert, G. Heiss, U. Hoffmann, A. Hofman, I. Išgum, J. Jukema, M. Kähönen, S. Kardia, B. Kral, L. Launer, J. Massaro, R. Mehran, B. Mitchell, T. Mosley, R. de Mutsert, A. Newman, Khanh-dung Nguyen, K. North, J. O’Connell, M. Oudkerk, J. Pankow, G. Peloso, W. Post, M. Province, L. Raffield, Olli T. Raitakari, Dermot F. Reilly, F. Rivadeneira, F. Rosendaal, S. Sartori, K. Taylor, A. Teumer, S. Trompet, S. Turner, A. Uitterlinden, Dhananjay Vaidya, A. van der Lugt, U. Völker, Joanna M. Wardlaw, C. Wassel, S. Weiss, M. Wojczynski, D. Becker, L. Becker","doi":"10.1161/CIRCGENETICS.116.001572","DOIUrl":null,"url":null,"abstract":"Background—The burden of subclinical atherosclerosis in asymptomatic individuals is heritable and associated with elevated risk of developing clinical coronary heart disease. We sought to identify genetic variants in protein-coding regions associated with subclinical atherosclerosis and the risk of subsequent coronary heart disease. Methods and Results—We studied a total of 25 109 European ancestry and African ancestry participants with coronary artery calcification (CAC) measured by cardiac computed tomography and 52 869 participants with common carotid intima–media thickness measured by ultrasonography within the CHARGE Consortium (Cohorts for Heart and Aging Research in Genomic Epidemiology). Participants were genotyped for 247 870 DNA sequence variants (231 539 in exons) across the genome. A meta-analysis of exome-wide association studies was performed across cohorts for CAC and carotid intima–media thickness. APOB p.Arg3527Gln was associated with 4-fold excess CAC (P=3×10−10). The APOE &egr;2 allele (p.Arg176Cys) was associated with both 22.3% reduced CAC (P=1×10−12) and 1.4% reduced carotid intima–media thickness (P=4×10−14) in carriers compared with noncarriers. In secondary analyses conditioning on low-density lipoprotein cholesterol concentration, the &egr;2 protective association with CAC, although attenuated, remained strongly significant. Additionally, the presence of &egr;2 was associated with reduced risk for coronary heart disease (odds ratio 0.77; P=1×10−11). Conclusions—Exome-wide association meta-analysis demonstrates that protein-coding variants in APOB and APOE associate with subclinical atherosclerosis. APOE &egr;2 represents the first significant association for multiple subclinical atherosclerosis traits across multiple ethnicities, as well as clinical coronary heart disease.","PeriodicalId":48940,"journal":{"name":"Circulation-Cardiovascular Genetics","volume":"9 1","pages":"511–520"},"PeriodicalIF":0.0000,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1161/CIRCGENETICS.116.001572","citationCount":"38","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Circulation-Cardiovascular Genetics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1161/CIRCGENETICS.116.001572","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 38
Abstract
Background—The burden of subclinical atherosclerosis in asymptomatic individuals is heritable and associated with elevated risk of developing clinical coronary heart disease. We sought to identify genetic variants in protein-coding regions associated with subclinical atherosclerosis and the risk of subsequent coronary heart disease. Methods and Results—We studied a total of 25 109 European ancestry and African ancestry participants with coronary artery calcification (CAC) measured by cardiac computed tomography and 52 869 participants with common carotid intima–media thickness measured by ultrasonography within the CHARGE Consortium (Cohorts for Heart and Aging Research in Genomic Epidemiology). Participants were genotyped for 247 870 DNA sequence variants (231 539 in exons) across the genome. A meta-analysis of exome-wide association studies was performed across cohorts for CAC and carotid intima–media thickness. APOB p.Arg3527Gln was associated with 4-fold excess CAC (P=3×10−10). The APOE &egr;2 allele (p.Arg176Cys) was associated with both 22.3% reduced CAC (P=1×10−12) and 1.4% reduced carotid intima–media thickness (P=4×10−14) in carriers compared with noncarriers. In secondary analyses conditioning on low-density lipoprotein cholesterol concentration, the &egr;2 protective association with CAC, although attenuated, remained strongly significant. Additionally, the presence of &egr;2 was associated with reduced risk for coronary heart disease (odds ratio 0.77; P=1×10−11). Conclusions—Exome-wide association meta-analysis demonstrates that protein-coding variants in APOB and APOE associate with subclinical atherosclerosis. APOE &egr;2 represents the first significant association for multiple subclinical atherosclerosis traits across multiple ethnicities, as well as clinical coronary heart disease.
期刊介绍:
Circulation: Genomic and Precision Medicine considers all types of original research articles, including studies conducted in human subjects, laboratory animals, in vitro, and in silico. Articles may include investigations of: clinical genetics as applied to the diagnosis and management of monogenic or oligogenic cardiovascular disorders; the molecular basis of complex cardiovascular disorders, including genome-wide association studies, exome and genome sequencing-based association studies, coding variant association studies, genetic linkage studies, epigenomics, transcriptomics, proteomics, metabolomics, and metagenomics; integration of electronic health record data or patient-generated data with any of the aforementioned approaches, including phenome-wide association studies, or with environmental or lifestyle factors; pharmacogenomics; regulation of gene expression; gene therapy and therapeutic genomic editing; systems biology approaches to the diagnosis and management of cardiovascular disorders; novel methods to perform any of the aforementioned studies; and novel applications of precision medicine. Above all, we seek studies with relevance to human cardiovascular biology and disease. Manuscripts are examined by the editorial staff and usually evaluated by expert reviewers assigned by the editors. Both clinical and basic articles will also be subject to statistical review, when appropriate. Provisional or final acceptance is based on originality, scientific content, and topical balance of the journal. Decisions are communicated by email, generally within six weeks. The editors will not discuss a decision about a manuscript over the phone. All rebuttals must be submitted in writing to the editorial office.