非裔美国人BMI的全表观基因组关联研究荟萃分析。

Kendra Ferrier, Mariaelisa Graff, Iain R Konigsberg, Maggie Stanislawski, Heather M Highland, Laura M Raffield, April P Carson, Eric Boerwinkle, Jill M Norris, Chris R Gignoux, Audrey E Hendricks, Sridharan Raghavan, Kari E North, Matthew A Allison, Mathew J Budoff, Silva Kasela, François Aguet, Joshua J Joseph, Charles Kooperberg, Stephen S Rich, Jerome I Rotter, Ethan M Lange, Leslie A Lange
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引用次数: 0

摘要

尽管在确定肥胖发展的危险因素方面取得了相当大的进展,但我们对其病因的了解仍有很大的差距。肥胖(由BMI定义)的变化被认为部分是由于遗传因素;然而,肥胖相关的基因变异只占遗传性的一小部分。表观遗传调控,由基因表达变化的遗传和/或环境因素定义,可能解释了这种“缺失的遗传性”。尽管非裔美国人(AAs)的肥胖负担不成比例,但肥胖的表观遗传学研究主要是在欧洲血统人群中进行的。为了解决种族/民族(RE)肥胖的差异,我们对来自杰克逊心脏研究(JHS, n=1604)和动脉粥样硬化多民族研究(MESA, n=179)的AA参与者进行了BMI表观基因组关联研究(EWAS)荟萃分析。使用线性回归模型进行分析,以甲基化为结果,连续BMI为预测因子,按研究和性别分层,然后进行meta分析。有208个甲基化位点(CpGs)达到表观基因组显著性(p< 8.72×10 -8);其中151项是新的。在新的CpGs中,29个CpGs可在单独的AA样品中进行复制测试,20个可复制。差异甲基化区(DMR)分析结果显示54个DMR与BMI显著相关。在GWAS中,有几个区域靠近或包含先前与肥胖性状相关的基因(例如,SOCS3、ABCG1和TGFB1)。基因和性状富集及通路分析显示免疫系统和炎症相关通路(如IL-6/JAK/STAT通路)基因富集。综上所述,AAs中BMI的EWAS重复了先前在欧洲血统和多种族EWAS中发现的关联,并发现了新的肥胖相关CpGs。
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Epigenome-wide association study meta-analysis of BMI in African American Adults.

Despite considerable advances in identifying risk factors for obesity development, there remains substantial gaps in our knowledge about its etiology. Variation in obesity (defined by BMI) is thought to be due in part to heritable factors; however, obesity-associated genetic variants only account for a small portion of heritability. Epigenetic regulation defined by genetic and/or environmental factors with changes in gene expression, may account for some of this "missing heritability". Epigenetic studies of obesity have largely been conducted in populations of European ancestry, despite the disproportionate burden of obesity in African Americans (AAs). To address race/ethnic (RE)-differences in obesity, we conducted a BMI epigenome-wide association study (EWAS) meta-analysis using AA participants from the Jackson Heart Study (JHS, n=1604) and the Multi-Ethnic Study of Atherosclerosis (MESA, n=179). Analyses using a linear regression model with methylation as the outcome and continuous BMI as the predictor were stratified by study and sex, then meta-analyzed. There were 208 methylation sites (CpGs) that reached epigenome-wide significance (p< 8.72x10 -8 ); 151 of these were novel. Of the novel CpGs, 29 CpGs were available for replication testing in a separate sample of AA and 20 replicated. Differentially methylated region (DMR) analysis resulted in 54 DMRs significantly associated with BMI. Several regions are proximal to, or include, genes previously associated with obesity traits (e.g., SOCS3 , ABCG1 , and TGFB1 ) in GWAS. Gene and trait enrichment and pathway analysis showed enrichment for genes in immune system and inflammation related pathways (e.g., the IL-6/JAK/STAT pathway). In conclusion, EWAS of BMI in AAs replicated previously known associations identified in European and multi-ethnic EWAS and identified novel obesity-associated CpGs.

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