表达数量性状基因座
生物
德纳姆
数量性状位点
DNA甲基化
全基因组关联研究
遗传学
转录组
基因
遗传关联
计算生物学
基因型
单核苷酸多态性
基因表达
作者
Meritxell Oliva,Kathryn Demanelis,Yihao Lu,Meytal Chernoff,Farzana Jasmine,Habibul Ahsan,Muhammad G. Kibriya,Lin Chen,Brandon L. Pierce
出处
期刊:Nature Genetics
[Springer Nature]
日期:2022-12-12
卷期号:55 (1): 112-122
被引量:83
标识
DOI:10.1038/s41588-022-01248-z
摘要
Studies of DNA methylation (DNAm) in solid human tissues are relatively scarce; tissue-specific characterization of DNAm is needed to understand its role in gene regulation and its relevance to complex traits. We generated array-based DNAm profiles for 987 human samples from the Genotype-Tissue Expression (GTEx) project, representing 9 tissue types and 424 subjects. We characterized methylome and transcriptome correlations (eQTMs), genetic regulation in cis (mQTLs and eQTLs) across tissues and e/mQTLs links to complex traits. We identified mQTLs for 286,152 CpG sites, many of which (>5%) show tissue specificity, and mQTL colocalizations with 2,254 distinct GWAS hits across 83 traits. For 91% of these loci, a candidate gene link was identified by integration of functional maps, including eQTMs, and/or eQTL colocalization, but only 33% of loci involved an eQTL and mQTL present in the same tissue type. With this DNAm-focused integrative analysis, we contribute to the understanding of molecular regulatory mechanisms in human tissues and their impact on complex traits. As part of the enhanced GTEx (eGTEx) project, 987 human samples from 9 tissue types and 424 donors are assayed using DNA methylation microarrays. Colocalization of GWAS variants, eQTLs and mQTLs shows diverse links between genetic variation, molecular phenotypes and complex traits.
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