DNA methylation QTL mapping across diverse human tissues provides molecular links between genetic variation and complex traits

• Published in: Nature genetics Vol. 55; no. 1; pp. 112 - 122
• Main Authors: Oliva, Meritxell, Demanelis, Kathryn, Lu, Yihao, Chernoff, Meytal, Jasmine, Farzana, Ahsan, Habibul, Kibriya, Muhammad G., Chen, Lin S., Pierce, Brandon L.
• Format: Journal Article
• Language: English
• Published: New York Nature Publishing Group US 01.01.2023; Nature Publishing Group
• Subjects: 631/114/2785; 631/208/176; 631/208/205/2138; Agriculture; Animal Genetics and Genomics; Biomedical and Life Sciences; Biomedicine; Cancer Research; Chromosome Mapping; CpG islands; Deoxyribonucleic acid; DNA; DNA methylation; DNA Methylation - genetics; Gene expression; Gene Function; Gene mapping; Gene regulation; Genetic diversity; Genetic Variation - genetics; Genome-Wide Association Study; Genomes; Genotype & phenotype; Genotypes; Human Genetics; Human tissues; Humans; Multifactorial Inheritance; Quantitative trait loci; Quantitative Trait Loci - genetics; Regulatory mechanisms (biology); Tissues; Transcriptomes
• ISSN: 1061-4036; 1546-1718; 1546-1718
• DOI: 10.1038/s41588-022-01248-z

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.