Center for Epigenetics, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.
Nat Biotechnol. 2013 Feb;31(2):142-7. doi: 10.1038/nbt.2487. Epub 2013 Jan 20.
Epigenetic mechanisms integrate genetic and environmental causes of disease, but comprehensive genome-wide analyses of epigenetic modifications have not yet demonstrated robust association with common diseases. Using Illumina HumanMethylation450 arrays on 354 anti-citrullinated protein antibody-associated rheumatoid arthritis cases and 337 controls, we identified two clusters within the major histocompatibility complex (MHC) region whose differential methylation potentially mediates genetic risk for rheumatoid arthritis. To reduce confounding factors that have hampered previous epigenome-wide studies, we corrected for cellular heterogeneity by estimating and adjusting for cell-type proportions in our blood-derived DNA samples and used mediation analysis to filter out associations likely to be a consequence of disease. Four CpGs also showed an association between genotype and variance of methylation. The associations for both clusters replicated at least one CpG (P < 0.01), with the rest showing suggestive association, in monocyte cell fractions in an independent cohort of 12 cases and 12 controls. Thus, DNA methylation is a potential mediator of genetic risk.
表观遗传机制整合了疾病的遗传和环境原因,但全面的全基因组表观遗传修饰分析尚未证明与常见疾病有很强的关联。我们使用 Illumina HumanMethylation450 阵列对 354 例抗瓜氨酸蛋白抗体相关的类风湿关节炎病例和 337 例对照进行分析,在主要组织相容性复合体(MHC)区域内鉴定出两个簇,其差异甲基化可能介导了类风湿关节炎的遗传风险。为了减少先前全基因组表观基因组研究中的混杂因素,我们通过估计和调整血液衍生 DNA 样本中的细胞类型比例来纠正细胞异质性,并使用中介分析来筛选可能是疾病后果的关联。四个 CpG 也显示出基因型与甲基化变异之间的关联。在一个独立的 12 例病例和 12 例对照的单核细胞亚群中,至少有一个 CpG(P < 0.01)的两个簇的关联得到了复制,其余的关联则提示存在关联。因此,DNA 甲基化是遗传风险的一个潜在介质。