Human Genetics Center, University of Texas Health Science Center at Houston, Texas 77030.
Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas 77030.
Genetics. 2018 Jun;209(2):607-616. doi: 10.1534/genetics.118.300751. Epub 2018 Apr 2.
Small molecule lipid-related metabolites are important components of fatty acid and steroid metabolism-two important contributors to human health. This study investigated the extent to which rare and common genetic variants spanning the human genome influence the lipid-related metabolome. Sequence data from 1552 European-Americans (EA) and 1872 African-Americans (AA) were analyzed to examine the impact of common and rare variants on the levels of 102 circulating lipid-related metabolites measured by a combination of chromatography and mass spectroscopy. We conducted single variant tests [minor allele frequency (MAF) > 5%, statistical significance -value ≤ 2.45 × 10] and tests aggregating rare variants (MAF ≤ 5%) across multiple genomic motifs, such as coding regions and regulatory domains, and sliding windows. Multiethnic meta-analyses detected 53 lipid-related metabolites-locus pairs, which were inspected for evidence of consistent signal between the two ethnic groups. Thirty-eight lipid-related metabolite-genomic region associations were consistent across ethnicities, among which seven were novel. The regions contain genes that are related to metabolite transport () and metabolism (, , , and ). Six of the seven novel findings lie in expression quantitative trait loci affecting the expression levels of 14 surrounding genes in multiple tissues. Imputed expression levels of 10 of the affected genes were associated with four corresponding lipid-related traits in at least one tissue. Our findings offer valuable insight into circulating lipid-related metabolite regulation in a multiethnic population.
小分子脂质相关代谢物是脂肪酸和类固醇代谢的重要组成部分-这两者对人类健康都有重要影响。本研究旨在探讨跨越人类基因组的罕见和常见遗传变异在多大程度上影响脂质相关代谢组。对 1552 名欧洲裔美国人(EA)和 1872 名非裔美国人(AA)的序列数据进行了分析,以检查常见和罕见变异对通过色谱和质谱联用测量的 102 种循环脂质相关代谢物水平的影响。我们进行了单变体测试(次要等位基因频率(MAF)> 5%,统计显着性 - 值≤ 2.45×10),并在多个基因组基序(如编码区和调控区)和滑动窗口中对稀有变体(MAF≤5%)进行了汇总测试。多民族荟萃分析检测到 53 个脂质相关代谢物-基因座对,检查了这两个种族之间是否存在一致信号的证据。在 38 个脂质相关代谢物-基因组区域关联中,有 38 个在不同种族之间是一致的,其中 7 个是新的。这些区域包含与代谢物转运()和代谢(,,,和)有关的基因。七个新发现中有六个位于影响多个组织中 14 个周围基因表达水平的表达数量性状基因座中。受影响基因中 10 个的推断表达水平与至少一个组织中四个相应的脂质相关性状相关。我们的研究结果为多民族人群中循环脂质相关代谢物的调节提供了有价值的见解。