Impact of a Genetic Risk Score on Myocardial Infarction Risk Across Different Ethnic Populations

被引:16
作者
Joseph, Philip G. [1 ]
Pare, Guillaume [1 ]
Asma, Senay [1 ]
Engert, James C. [2 ]
Yusuf, Salim [1 ]
Anand, Sonia S. [1 ]
机构
[1] McMaster Univ, Populat Hlth Res Inst, Hamilton, ON, Canada
[2] McGill Univ, Montreal, PQ, Canada
基金
加拿大健康研究院;
关键词
CORONARY-HEART-DISEASE; GENOME-WIDE ASSOCIATION; CARDIOVASCULAR-DISEASE; 52; COUNTRIES; ATHEROSCLEROSIS; PREDICTION; INTERHEART; MUTATIONS;
D O I
10.1016/j.cjca.2016.05.014
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Myocardial infarction (MI) risk varies by ethnicity, although the influence of genetic factors remains unclear. Using a genetic risk score (GRS), we examined the association between 25 coronary artery disease (CAD)-related single nucleotide polymorphisms and MI across 6 ethnic groups. Methods: We studied 8556 participants in the INTERHEART case-control study from 6 ethnic groups: Europeans, South Asians, Southeast Asians, Arabs, Latin Americans, and Africans. Associations between the GRS and MI were tested in each group by logistic regression and overall by meta-analysis. Results: Overall, the GRS increased the odds of MI by 1.07 (95% confidence interval [CI], 1.04-1.09) per risk allele in the unadjusted model, with little change (odds ratio, 1.06; 95% CI, 1.04-1.09) after adjusting for demographic and modifiable factors. In Europeans, South Asians, Southeast Asians, and Arabs, the GRS was significantly associated with MI, with minimal heterogeneity observed. In these groups, a score > 23 risk alleles (highest 4 quintiles) was associated with only a 5% difference in population attributable risk (PAR) (36% to 41%) for MI. The GRS was not significant in Latin Americans or Africans. In the overall cohort, modest changes, beyond clinical factors, in PAR (88% to 91%), concordance statistic (0.73 to 0.74), and continuous net reclassification improvement (12%) were observed with the GRS. Conclusions: A CAD GRS is associated with MI across a multiethnic cohort, with significant and consistent effects across 4 distinct ethnicities. However, it only modestly improves MI risk prediction beyond clinical factors.
引用
收藏
页码:1440 / 1446
页数:7
相关论文
共 27 条
[1]   Genetic Information and the Prediction of Incident Type 2 Diabetes in a High-Risk Multiethnic Population: The EpiDREAM genetic study [J].
Anand, Sonia S. ;
Meyre, David ;
Pare, Guillaume ;
Bailey, Swneke D. ;
Xie, Changchun ;
Zhang, Xiaohe ;
Montpetit, Alexandre ;
Desai, Dipika ;
Bosch, Jackie ;
Mohan, Viswanathan ;
Diaz, Rafael ;
McQueen, Matthew J. ;
Cordell, Heather J. ;
Keavney, Bernard ;
Yusuf, Salim ;
Gaudet, Daniel ;
Gerstein, Hertzel ;
Engert, James C. .
DIABETES CARE, 2013, 36 (09) :2836-2842
[2]   Differences in risk factors, atherosclerosis, and cardiovascular disease between ethnic groups in Canada: the Study of Health Assessment and Risk in Ethnic groups (SHARE) [J].
Anand, SS ;
Yusuf, S ;
Vuksan, V ;
Devanesen, S ;
Teo, KK ;
Montague, PA ;
Kelemen, L ;
Yi, CL ;
Lonn, E ;
Gerstein, H ;
Hegele, RA ;
McQueen, M .
LANCET, 2000, 356 (9226) :279-284
[3]  
[Anonymous], 2008, COCHRANE HDB SYSTEMA
[4]   VARIANCE CALCULATIONS AND CONFIDENCE-INTERVALS FOR ESTIMATES OF THE ATTRIBUTABLE RISK BASED ON LOGISTIC-MODELS [J].
BENICHOU, J ;
GAIL, MH .
BIOMETRICS, 1990, 46 (04) :991-1003
[5]   A genetic risk score based on direct associations with coronary heart disease improves coronary heart disease risk prediction in the Atherosclerosis Risk in Communities (ARIC), but not in the Rotterdam and Framingham Offspring, Studies [J].
Brautbar, Ariel ;
Pompeii, Lisa A. ;
Dehghan, Abbas ;
Ngwa, Julius S. ;
Nambi, Vijay ;
Virani, Salim S. ;
Rivadeneira, Fernando ;
Uitterlinden, Andre G. ;
Hofman, Albert ;
Witteman, Jacqueline C. M. ;
Pencina, Michael J. ;
Folsom, Aaron R. ;
Cupples, L. Adrienne ;
Ballantyne, Christie M. ;
Boerwinkle, Eric .
ATHEROSCLEROSIS, 2012, 223 (02) :421-426
[6]   Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls [J].
Burton, Paul R. ;
Clayton, David G. ;
Cardon, Lon R. ;
Craddock, Nick ;
Deloukas, Panos ;
Duncanson, Audrey ;
Kwiatkowski, Dominic P. ;
McCarthy, Mark I. ;
Ouwehand, Willem H. ;
Samani, Nilesh J. ;
Todd, John A. ;
Donnelly, Peter ;
Barrett, Jeffrey C. ;
Davison, Dan ;
Easton, Doug ;
Evans, David ;
Leung, Hin-Tak ;
Marchini, Jonathan L. ;
Morris, Andrew P. ;
Spencer, Chris C. A. ;
Tobin, Martin D. ;
Attwood, Antony P. ;
Boorman, James P. ;
Cant, Barbara ;
Everson, Ursula ;
Hussey, Judith M. ;
Jolley, Jennifer D. ;
Knight, Alexandra S. ;
Koch, Kerstin ;
Meech, Elizabeth ;
Nutland, Sarah ;
Prowse, Christopher V. ;
Stevens, Helen E. ;
Taylor, Niall C. ;
Walters, Graham R. ;
Walker, Neil M. ;
Watkins, Nicholas A. ;
Winzer, Thilo ;
Jones, Richard W. ;
McArdle, Wendy L. ;
Ring, Susan M. ;
Strachan, David P. ;
Pembrey, Marcus ;
Breen, Gerome ;
St Clair, David ;
Caesar, Sian ;
Gordon-Smith, Katherine ;
Jones, Lisa ;
Fraser, Christine ;
Green, Elain K. .
NATURE, 2007, 447 (7145) :661-678
[7]   Accounting for Linkage Disequilibrium in Association Analysis of Diverse Populations [J].
Charles, Bashira A. ;
Shriner, Daniel ;
Rotimi, Charles N. .
GENETIC EPIDEMIOLOGY, 2014, 38 (03) :265-273
[8]   Genome-wide association studies: implications for multiethnic samples [J].
Cooper, Richard S. ;
Tayo, Bamidele ;
Zhu, Xiaofeng .
HUMAN MOLECULAR GENETICS, 2008, 17 :R151-R155
[9]   Loss-of-Function Mutations in APOC3, Triglycerides, and Coronary Disease [J].
Crosby, Jacy ;
Peloso, Gina M. ;
Auer, Paul L. ;
Crosslin, David R. ;
Stitziel, Nathan O. ;
Lange, Leslie A. ;
Lu, Yingchang ;
Tang, Zheng-zheng ;
Zhang, He ;
Hindy, George ;
Masca, Nicholas ;
Stirrups, Kathleen ;
Kanoni, Stavroula ;
Do, Ron ;
Jun, Goo ;
Hu, Youna ;
Kang, Hyun Min ;
Xue, Chenyi ;
Goel, Anuj ;
Farrall, Martin ;
Duga, Stefano ;
Merlini, Pier Angelica ;
Asselta, Rosanna ;
Girelli, Domenico ;
Olivieri, Oliviero ;
Martinelli, Nicola ;
Yin, Wu ;
Reilly, Dermot ;
Speliotes, Elizabeth ;
Fox, Caroline S. ;
Hveem, Kristian ;
Holmen, Oddgeir L. ;
Nikpay, Majid ;
Farlow, Deborah N. ;
Assimes, Themistocles L. ;
Franceschini, Nora ;
Robinson, Jennifer ;
North, Kari E. ;
Martin, Lisa W. ;
DePristo, Mark ;
Gupta, Namrata ;
Escher, Stefan A. ;
Jansson, Jan-Hakan ;
Van Zuydam, Natalie ;
Palmer, Colin N. A. ;
Wareham, Nicholas ;
Koch, Werner ;
Meitinger, Thomas ;
Peters, Annette ;
Lieb, Wolfgang .
NEW ENGLAND JOURNAL OF MEDICINE, 2014, 371 (01) :22-31
[10]   Large-scale association analysis identifies new risk loci for coronary artery disease [J].
Deloukas, Panos ;
Kanoni, Stavroula ;
Willenborg, Christina ;
Farrall, Martin ;
Assimes, Themistocles L. ;
Thompson, John R. ;
Ingelsson, Erik ;
Saleheen, Danish ;
Erdmann, Jeanette ;
Goldstein, Benjamin A. ;
Stirrups, Kathleen ;
Koenig, Inke R. ;
Cazier, Jean-Baptiste ;
Johansson, Asa ;
Hall, Alistair S. ;
Lee, Jong-Young ;
Willer, Cristen J. ;
Chambers, John C. ;
Esko, Tonu ;
Folkersen, Lasse ;
Goel, Anuj ;
Grundberg, Elin ;
Havulinna, Aki S. ;
Ho, Weang K. ;
Hopewell, Jemma C. ;
Eriksson, Niclas ;
Kleber, Marcus E. ;
Kristiansson, Kati ;
Lundmark, Per ;
Lyytikainen, Leo-Pekka ;
Rafelt, Suzanne ;
Shungin, Dmitry ;
Strawbridge, Rona J. ;
Thorleifsson, Gudmar ;
Tikkanen, Emmi ;
Van Zuydam, Natalie ;
Voight, Benjamin F. ;
Waite, Lindsay L. ;
Zhang, Weihua ;
Ziegler, Andreas ;
Absher, Devin ;
Altshuler, David ;
Balmforth, Anthony J. ;
Barroso, Ines ;
Braund, Peter S. ;
Burgdorf, Christof ;
Claudi-Boehm, Simone ;
Cox, David ;
Dimitriou, Maria ;
Do, Ron .
NATURE GENETICS, 2013, 45 (01) :25-U52