Section of Endocrinology and Metabolism, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
Section of Molecular Medicine, Department of Internal Medicine, Wake Forest School of Medicine, Winston-Salem, NC.
Diabetes. 2019 Jul;68(7):1508-1522. doi: 10.2337/db18-1229. Epub 2019 Apr 22.
Insulin resistance (IR) is a harbinger of type 2 diabetes (T2D) and partly determined by genetic factors. However, genetically regulated mechanisms of IR remain poorly understood. Using gene expression, genotype, and insulin sensitivity data from the African American Genetics of Metabolism and Expression (AAGMEx) cohort, we performed transcript-wide correlation and expression quantitative trait loci (eQTL) analyses to identify IR-correlated -regulated transcripts (-eGenes) in adipose tissue. These IR-correlated -eGenes were tested in the European ancestry individuals in the Metabolic Syndrome in Men (METSIM) cohort for trans-ethnic replication. Comparison of Matsuda index-correlated transcripts in AAGMEx with the METSIM study identified significant correlation of 3,849 transcripts, with concordant direction of effect for 97.5% of the transcripts. -eQTL for 587 Matsuda index-correlated genes were identified in both cohorts. Enoyl-CoA hydratase domain-containing 3 () was the top-ranked Matsuda index-correlated -eGene. Expression levels of were positively correlated with Matsuda index, and regulated by -eQTL, rs34844369 being the top -eSNP in AAGMEx. Silencing of in adipocytes significantly reduced insulin-stimulated glucose uptake and Akt Ser phosphorylation. RNA sequencing analysis identified 691 differentially expressed genes in -knockdown adipocytes, which were enriched in γ-linolenate biosynthesis, and known IR genes. Thus, our studies elucidated genetic regulatory mechanisms of IR and identified genes and pathways in adipose tissue that are mechanistically involved in IR.
胰岛素抵抗(IR)是 2 型糖尿病(T2D)的先兆,部分由遗传因素决定。然而,IR 的遗传调节机制仍知之甚少。利用来自非裔美国人代谢和表达遗传学(AAGMEx)队列的基因表达、基因型和胰岛素敏感性数据,我们进行了全转录相关性和表达数量性状基因座(eQTL)分析,以鉴定脂肪组织中与 IR 相关的调节转录本(-eGenes)。这些与 IR 相关的 -eGenes 在欧洲血统个体中的代谢综合征男性(METSIM)队列中进行了跨种族复制测试。AAGMEx 中 Matsuda 指数相关转录本与 METSIM 研究的比较确定了 3849 个转录本的显著相关性,其中 97.5%的转录本具有一致的作用方向。在两个队列中都鉴定出 587 个与 Matsuda 指数相关的基因的 -eQTL。烯酰辅酶 A 水合酶结构域包含 3 号基因()是排名最高的与 Matsuda 指数相关的 -eGene。的表达水平与 Matsuda 指数呈正相关,并受 -eQTL 调节,AAGMEx 中的 top -eSNP 为 rs34844369。脂肪细胞中 的沉默显著降低了胰岛素刺激的葡萄糖摄取和 Akt Ser 磷酸化。RNA 测序分析鉴定出 -敲低脂肪细胞中 691 个差异表达基因,这些基因在 γ-亚麻酸生物合成和已知的 IR 基因中富集。因此,我们的研究阐明了 IR 的遗传调节机制,并鉴定出脂肪组织中与 IR 相关的基因和途径。