College of Bioinformatics Science and Technology, Harbin Medical University, Harbin, China.
The Fourth Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Int J Immunogenet. 2023 Dec;50(6):291-298. doi: 10.1111/iji.12637. Epub 2023 Sep 9.
The aim of this study was to compare nonrandom associations between physically adjacent single methylation polymorphism loci among rheumatoid arthritis (RA) and normal subjects for investigating RA-risk methylation haplotypes (meplotype). With 354 ACPA-positive RA patients and 335 normal controls selected from a case-control study based on Swedish population, we conducted the first RA epigenome-wide meplotype association study using our software EWAS2.0, mainly including (i) converted the β value to methylation genotype (menotype) data, (ii) identified methylation disequilibrium (MD) block, (iii) calculated frequent of each meplotypes in MD block and performed case-control association test and (iv) screened for RA-risk meplotypes by odd ratio (OR) and p-values. Ultimately, 545 meplotypes on 334 MD blocks were identified significantly associated with RA (p-value < .05). These meplotypes were mapped to 329 candidate genes related to RA. Subsequently, combined with gene optimization, eight RA-risk meplotypes were identified on three risk genes: HLA-DRB1, HLA-DRB5 and HLA-DQB1. Our results reported the relationship between DNA methylation pattern on HLA-DQB1 and the risk of RA for the first time, demonstrating the co-demethylation of 'cg22984282' and 'cg13423887' on HLA-DQB1 gene (meplotype UU, p-value = 2.90E - 6, OR = 1.68, 95% CI = [1.35, 2.10]) may increase the risk of RA. Our results demonstrates the potential of methylation haplotype analysis to identify RA-related genes from a new perspective and its applicability to the study of other disease.
本研究旨在比较类风湿关节炎(RA)患者和正常对照者中物理相邻的单个甲基化多态性(SNP)之间的非随机关联,以研究 RA 风险甲基化单体型(meplotype)。我们从一项基于瑞典人群的病例对照研究中选择了 354 名 ACPA 阳性 RA 患者和 335 名正常对照者,使用我们的 EWAS2.0 软件进行了首次 RA 全基因组甲基化单体型关联研究,主要包括:(i)将β值转换为甲基化基因型(menotype)数据;(ii)鉴定甲基化不平衡(MD)块;(iii)计算 MD 块中每个 meplotypes 的频率,并进行病例对照关联检验;(iv)通过比值比(OR)和 p 值筛选 RA 风险 meplotypes。最终,在 334 个 MD 块中鉴定出 545 个与 RA 显著相关的 meplotypes(p 值<0.05)。这些 meplotypes 映射到 329 个与 RA 相关的候选基因。随后,结合基因优化,在三个风险基因 HLA-DRB1、HLA-DRB5 和 HLA-DQB1 上鉴定出 8 个 RA 风险 meplotypes。我们的结果首次报道了 HLA-DQB1 上 DNA 甲基化模式与 RA 风险之间的关系,证明了 HLA-DQB1 基因上 'cg22984282' 和 'cg13423887' 的共去甲基化(meplotype UU,p 值=2.90E-6,OR=1.68,95%CI=[1.35, 2.10])可能增加 RA 的风险。我们的结果表明,从新的角度分析甲基化单体型分析有可能识别与 RA 相关的基因,并且适用于其他疾病的研究。