Department of Epidemiology, Human Genetics Center, Human Genetics and Environmental Sciences, School of Public Health (Z.W., H.C., P.S.d.V., M.F., E.B., A.C.M.), University of Texas Health Science Center at Houston, Houston, TX.
Cardiovascular Health Research Unit, Department of Biostatistics and Medicine (T.M.B.), University of Washington, Seattle, WA.
Circ Genom Precis Med. 2020 Aug;13(4):e002772. doi: 10.1161/CIRCGEN.119.002772. Epub 2020 Jun 8.
Alcohol intake influences plasma lipid levels, and such effects may be moderated by genetic variants. We aimed to characterize the role of aggregated rare and low-frequency protein-coding variants in gene by alcohol consumption interactions associated with fasting plasma lipid levels.
In the Cohorts for Heart and Aging Research in Genomic Epidemiology consortium, fasting plasma triglycerides and high- and low-density lipoprotein cholesterol were measured in 34 153 individuals with European ancestry from 5 discovery studies and 32 277 individuals from 6 replication studies. Rare and low-frequency functional protein-coding variants (minor allele frequency, ≤5%) measured by an exome array were aggregated by genes and evaluated by a gene-environment interaction test and a joint test of genetic main and gene-environment interaction effects. Two dichotomous self-reported alcohol consumption variables, current drinker, defined as any recurrent drinking behavior, and regular drinker, defined as the subset of current drinkers who consume at least 2 drinks per week, were considered.
We discovered and replicated 21 gene-lipid associations at 13 known lipid loci through the joint test. Eight loci (, , , , , , , and ) remained significant after conditioning on the common index single-nucleotide polymorphism identified by previous genome-wide association studies, suggesting an independent role for rare and low-frequency variants at these loci. One significant gene-alcohol interaction on triglycerides in a novel locus was significantly discovered (=6.65×10 for the interaction test) and replicated at nominal significance level (=0.013) in .
In conclusion, this study applied new gene-based statistical approaches and suggested that rare and low-frequency genetic variants interacted with alcohol consumption on lipid levels.
饮酒会影响血浆脂质水平,而这种影响可能受到遗传变异的调节。我们旨在描述与空腹血脂水平相关的基因中聚合的罕见和低频蛋白质编码变异与酒精摄入相互作用的作用。
在基因组流行病学心脏和衰老研究的队列中,5 项发现研究中的 34153 名欧洲血统个体和 6 项复制研究中的 32277 名个体测量了空腹血浆甘油三酯和高密度脂蛋白胆固醇。通过外显子组阵列测量的罕见和低频功能蛋白质编码变异(次要等位基因频率,≤5%)按基因聚合,并通过基因-环境相互作用检验和遗传主效应和基因-环境相互作用效应的联合检验进行评估。考虑了两个二分自我报告的酒精消费变量,即当前饮酒者,定义为任何复发性饮酒行为,和规律饮酒者,定义为每周至少饮用 2 杯的当前饮酒者子集。
我们通过联合检验在 13 个已知脂质基因座中发现并复制了 21 个基因-脂质关联。在考虑到以前全基因组关联研究确定的常见索引单核苷酸多态性后,8 个基因座(、、、、、、和)仍然具有统计学意义,这表明这些基因座的罕见和低频变异具有独立作用。在一个新的基因座中,甘油三酯的一个显著基因-酒精相互作用在中以显著水平(=6.65×10 用于交互检验)被发现并复制(=0.013 用于名义水平)。
总之,本研究应用了新的基于基因的统计方法,并表明罕见和低频遗传变异与酒精摄入在血脂水平上相互作用。