Author:
Anwar Mohammad Yaser,Baldassari Antoine R.,Polikowsky Hannah G.,Sitlani Colleen M.,Highland Heather M.,Chami Nathalie,Chen Hung-Hsin,Graff Mariaelisa,Howard Annie Green,Jung Su Yon,Petty Lauren E.,Wang Zhe,Zhu Wanying,Buyske Steven,Cheng Iona,Kaplan Robert,Kooperberg Charles,Loos Ruth J. F.,Peters Ulrike,McCormick Joseph B.,Fisher-Hoch Susan P.,Avery Christy L.,Taylor Kira C.,Below Jennifer E.,North Kari E.
Abstract
Abstract
Background
Concurrent variation in adiposity and inflammation suggests potential shared functional pathways and pleiotropic disease underpinning. Yet, exploration of pleiotropy in the context of adiposity-inflammation has been scarce, and none has included self-identified Hispanic/Latino populations. Given the high level of ancestral diversity in Hispanic American population, genetic studies may reveal variants that are infrequent/monomorphic in more homogeneous populations.
Methods
Using multi-trait Adaptive Sum of Powered Score (aSPU) method, we examined individual and shared genetic effects underlying inflammatory (CRP) and adiposity-related traits (Body Mass Index [BMI]), and central adiposity (Waist to Hip Ratio [WHR]) in HLA participating in the Population Architecture Using Genomics and Epidemiology (PAGE) cohort (N = 35,871) with replication of effects in the Cameron County Hispanic Cohort (CCHC) which consists of Mexican American individuals.
Results
Of the > 16 million SNPs tested, variants representing 7 independent loci were found to illustrate significant association with multiple traits. Two out of 7 variants were replicated at statistically significant level in multi-trait analyses in CCHC. The lead variant on APOE (rs439401) and rs11208712 were found to harbor multi-trait associations with adiposity and inflammation.
Conclusions
Results from this study demonstrate the importance of considering pleiotropy for improving our understanding of the etiology of the various metabolic pathways that regulate cardiovascular disease development.
Funder
National Institute of Diabetes and Digestive and Kidney Diseases
National Heart, Lung, and Blood Institute
Publisher
Springer Science and Business Media LLC
Subject
Genetics (clinical),Genetics