Klebaner Daniella, Huang Yunfeng, Hui Qin, Taylor Jacquelyn Y, Goldberg Jack, Vaccarino Viola, Sun Yan V
Department of Epidemiology, Emory University Rollins School of Public Health, 1518 Clifton Road NE #3049, Atlanta, GA 30322 USA.
School of Nursing, Yale University, Orange, CT USA.
Clin Epigenetics. 2016 Feb 24;8:20. doi: 10.1186/s13148-016-0189-2. eCollection 2016.
Tobacco smoking is a major cause of chronic disease worldwide. Smoking may induce cellular and molecular changes including epigenetic modification, with both short-term and long-term modification patterns that may contribute to phenotypic expression of diseases. Recent epigenome-wide association studies (EWAS) have identified dozens of smoking-related DNA methylation (DNAm) sites. However, the X chromosomal DNAm sites have been largely overlooked due to a lack of an analytical framework for dealing with the sex-dimorphic distribution. To identify novel smoking-related DNAm sites on the X chromosome, we examined the modality of each X chromosomal DNAm site and conducted a sex-specific association study of cigarette smoking.
We used a discovery sample of 139 middle-age twins, and three replication samples of 78 twins, 464 and 333 unrelated individuals including 47, 17, 22, and 89 current smokers, respectively. After correction for multiple testing, the top smoking-related DNAm sites in BCOR and TSC22D3 were significantly hypermethylated and hypomethylated, respectively, among current smokers. These smoking-associated sites were replicated with meta-analysis p-values of 9.17 × 10(-12) and 1.61 × 10(-9). For both sites, the smoking effects on methylation levels were larger in males than that in females.
Our findings highlight the importance of investigating X chromosome methylation patterns and their associations with environmental exposures and disease phenotypes and demonstrate a robust statistical methodology for such study. Existing EWAS of human diseases should incorporate the X chromosomal sites to complete a comprehensive epigenome-wide scan.
吸烟是全球慢性病的主要病因。吸烟可能会引发细胞和分子变化,包括表观遗传修饰,其短期和长期的修饰模式都可能导致疾病的表型表达。最近的全表观基因组关联研究(EWAS)已经确定了数十个与吸烟相关的DNA甲基化(DNAm)位点。然而,由于缺乏处理性别二态分布的分析框架,X染色体DNAm位点在很大程度上被忽视了。为了识别X染色体上与吸烟相关的新DNAm位点,我们研究了每个X染色体DNAm位点的模式,并进行了吸烟的性别特异性关联研究。
我们使用了一个由139名中年双胞胎组成的发现样本,以及三个复制样本,分别为78名双胞胎、464名和333名无亲属关系的个体,其中当前吸烟者分别有47名、17名、22名和89名。经过多重检验校正后,当前吸烟者中,BCOR和TSC22D3中与吸烟相关的顶级DNAm位点分别显著甲基化和去甲基化。这些与吸烟相关的位点在荟萃分析中的p值分别为9.17×10⁻¹²和1.61×10⁻⁹,得到了重复验证。对于这两个位点,吸烟对甲基化水平的影响在男性中比在女性中更大。
我们的研究结果突出了研究X染色体甲基化模式及其与环境暴露和疾病表型关联的重要性,并展示了用于此类研究的强大统计方法。现有的人类疾病EWAS应纳入X染色体位点,以完成全面的全表观基因组扫描。