Christopher J Shore, Sergio Villicaña, Julia S El-Sayed Moustafa, Amy L Roberts, David A Gunn, Veronique Bataille, Panos Deloukas, Tim D Spector, Kerrin S Small, Jordana T Bell
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As a functional follow-up, we performed skin expression QTL (eQTL) analyses in a partially overlapping sample of 604 female twins. Colocalization analysis identified over 3,500 shared genetic effects affecting thousands of CpG sites (10,067) and genes (4,475). Mediation analysis of putative colocalized gene-CpG pairs identified 114 genes with evidence for eQTL effects being mediated by DNA methylation in skin, including in genes implicating skin disease such as ALOX12 and CSPG4. We further explored the relevance of skin meQTLs to skin disease and found that skin meQTLs and CpGs under genetic influence were enriched for multiple skin-related genome-wide and epigenome-wide association signals, including for melanoma and psoriasis. 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引用次数: 0
摘要
全皮肤 DNA 甲基化变异与包括黑色素瘤在内的多种疾病有关,但其遗传基础尚未完全确定。利用 414 例英国健康女性双胞胎的大块皮肤组织样本,我们对超过 40 万个 DNA 甲基化位点进行了基于双胞胎的遗传性和甲基化定量性状位点(meQTL)分析。我们发现,人类皮肤 DNA 甲基化组的平均遗传率低于之前对血液和其他组织的估计(平均遗传率:10.02%)。meQTL 分析确定了影响 18.8% (76,442 个)受测 CpG 位点 DNA 甲基化的局部遗传效应,以及与至少一个远端遗传变异相关的 1,775 个 CpG 位点。作为一项功能性后续研究,我们对部分重叠的 604 对女性双胞胎样本进行了皮肤表达 QTL(eQTL)分析。共定位分析确定了 3500 多个共同的遗传效应,影响数千个 CpG 位点(10,067 个)和基因(4,475 个)。对推测的共定位基因-CpG 对的中介分析发现了 114 个基因,有证据表明皮肤中的 DNA 甲基化介导了 eQTL 效应,包括 ALOX12 和 CSPG4 等与皮肤病有关的基因。我们进一步探讨了皮肤 meQTL 与皮肤病的相关性,发现受遗传影响的皮肤 meQTL 和 CpGs 富集了多个与皮肤相关的全基因组和全表观基因组关联信号,包括黑色素瘤和银屑病。我们的研究结果有助于深入了解皮肤表观基因组变异的调控格局。
Genetic effects on the skin methylome in healthy older twins.
Whole-skin DNA methylation variation has been implicated in several diseases, including melanoma, but its genetic basis has not yet been fully characterized. Using bulk skin tissue samples from 414 healthy female UK twins, we performed twin-based heritability and methylation quantitative trait loci (meQTL) analyses for >400,000 DNA methylation sites. We find that the human skin DNA methylome is on average less heritable than previously estimated in blood and other tissues (mean heritability: 10.02%). meQTL analysis identified local genetic effects influencing DNA methylation at 18.8% (76,442) of tested CpG sites, as well as 1,775 CpG sites associated with at least one distal genetic variant. As a functional follow-up, we performed skin expression QTL (eQTL) analyses in a partially overlapping sample of 604 female twins. Colocalization analysis identified over 3,500 shared genetic effects affecting thousands of CpG sites (10,067) and genes (4,475). Mediation analysis of putative colocalized gene-CpG pairs identified 114 genes with evidence for eQTL effects being mediated by DNA methylation in skin, including in genes implicating skin disease such as ALOX12 and CSPG4. We further explored the relevance of skin meQTLs to skin disease and found that skin meQTLs and CpGs under genetic influence were enriched for multiple skin-related genome-wide and epigenome-wide association signals, including for melanoma and psoriasis. Our findings give insights into the regulatory landscape of epigenomic variation in skin.
期刊介绍:
The American Journal of Human Genetics (AJHG) is a monthly journal published by Cell Press, chosen by The American Society of Human Genetics (ASHG) as its premier publication starting from January 2008. AJHG represents Cell Press's first society-owned journal, and both ASHG and Cell Press anticipate significant synergies between AJHG content and that of other Cell Press titles.