Center for Research on Genomics and Global Health, National Human Genome Research Institute, National Institutes of Health, Bethesda, MD.
Circ Genom Precis Med. 2020 Oct;13(5):488-503. doi: 10.1161/CIRCGEN.120.002920. Epub 2020 Sep 2.
Resistin, a protein linked with inflammation and cardiometabolic diseases, is one of few proteins for which genome-wide association studies consistently report variants within and near the coding gene (). Here, we took advantage of the reduced linkage disequilibrium in African populations to infer genetic causality for circulating resistin levels by performing genome-wide association studies, whole-exome analysis, fine mapping, Mendelian randomization, and transcriptomic data analyses.
Genome-wide association studies and fine-mapping analyses for resistin were performed in 5621 African-ancestry individuals, including 3754 continental Africans and 1867 African Americans. Causal variants identified were subsequently used as an instrumental variable in Mendelian randomization analyses for homeostatic modeling-derived insulin resistance index, body mass index, and type 2 diabetes.
The lead variant (rs3219175, in the promoter region of ) for the single locus detected was the same for continental Africans (=5.0×10) and for African Americans (9.5×10), respectively explaining 12.1% and 8.5% of variance in circulating resistin. Fine-mapping analyses and functional annotation revealed this variant as likely causal affecting circulating resistin levels as a cis-eQTL increasing expression. Additional variants regulating resistin levels were upstream of with genes , , and showing the strongest association using integrative analysis of genome-wide association studies with transcriptomic data. Mendelian randomization analyses did not provide evidence for resistin increasing insulin resistance, body mass index, or type 2 diabetes risk in African-ancestry populations.
Taking advantage of the fine-mapping resolution power of African genomes, we identified a single variant (rs3219175) as the likely causal variant responsible for most of the variability in circulating resistin levels. In contrast to findings in some other ancestry populations, we showed that resistin does not seem to increase insulin resistance and related cardiometabolic traits in African-ancestry populations.
抵抗素是一种与炎症和心脏代谢疾病相关的蛋白质,是少数几种其基因组范围内关联研究始终报告位于编码基因内或附近的变异的蛋白质之一。在这里,我们利用非洲人群中较低的连锁不平衡,通过进行全基因组关联研究、外显子组分析、精细映射、孟德尔随机化和转录组数据分析,推断循环抵抗素水平的遗传因果关系。
对 5621 名非裔个体(包括 3754 名非洲大陆人和 1867 名非裔美国人)进行了抵抗素的全基因组关联研究和精细映射分析。随后,将鉴定出的因果变异用作孟德尔随机化分析的工具变量,用于稳态建模衍生的胰岛素抵抗指数、体重指数和 2 型糖尿病。
在大陆非洲人和非裔美国人中,检测到的单基因座的主要变异(rs3219175,位于的启动子区域)分别为(=5.0×10)和(9.5×10),分别解释循环抵抗素的 12.1%和 8.5%的变异。精细映射分析和功能注释表明,该变异可能是通过作为顺式-eQTL 增加表达来影响循环抵抗素水平的因果变异。其他调节抵抗素水平的变异位于的上游,使用全基因组关联研究与转录组数据的综合分析,基因、和显示出最强的关联。孟德尔随机化分析并未提供抵抗素增加非洲裔人群胰岛素抵抗、体重指数或 2 型糖尿病风险的证据。
利用非洲基因组的精细映射分辨率优势,我们确定了一个单一的变异(rs3219175)作为负责循环抵抗素水平大部分变异的可能因果变异。与其他一些人群的研究结果不同,我们表明抵抗素似乎不会增加非洲裔人群的胰岛素抵抗和相关的心脏代谢特征。