Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing, 100191, China.
National Institute of Health Data Science at Peking University, Peking University, Beijing, 100191, China.
Clin Epigenetics. 2022 Oct 23;14(1):132. doi: 10.1186/s13148-022-01356-x.
The associations between blood lipids and DNA methylation have been investigated in epigenome-wide association studies mainly among European ancestry populations. Several studies have explored the direction of the association using cross-sectional data, while evidence of longitudinal data is still lacking.
We tested the associations between peripheral blood leukocytes DNA methylation and four lipid measures from Illumina 450 K or EPIC arrays in 1084 participants from the Chinese National Twin Registry and replicated the result in 988 participants from the China Kadoorie Biobank. A total of 23 associations of 19 CpG sites were identified, with 4 CpG sites located in or adjacent to 3 genes (TMEM49, SNX5/SNORD17 and CCDC7) being novel. Among the validated associations, we conducted a cross-lagged analysis to explore the temporal sequence and found temporal associations of methylation levels of 2 CpG sites with triglyceride and 2 CpG sites with high-density lipoprotein-cholesterol (HDL-C) in all twins. In addition, methylation levels of cg11024682 located in SREBF1 at baseline were temporally associated with triglyceride at follow-up in only monozygotic twins. We then performed a mediation analysis with the longitudinal data and the result showed that the association between body mass index and HDL-C was partially mediated by the methylation level of cg06500161 (ABCG1), with a mediation proportion of 10.1%.
Our study indicated that the DNA methylation levels of ABCG1, AKAP1 and SREBF1 may be involved in lipid metabolism and provided evidence for elucidating the regulatory mechanism of lipid homeostasis.
全基因组关联研究主要在欧洲血统人群中研究了血脂与 DNA 甲基化之间的关联。一些研究使用横断面数据探索了关联的方向,而纵向数据的证据仍然缺乏。
我们在来自中国国家双胞胎登记处的 1084 名参与者和来自中国科达利生物库的 988 名参与者中,检验了外周血白细胞 DNA 甲基化与 Illumina 450K 或 EPIC 阵列中的四个血脂测量值之间的关联。共鉴定出 19 个 CpG 位点的 23 个关联,其中 4 个 CpG 位点位于或邻近 3 个基因(TMEM49、SNX5/SNORD17 和 CCDC7),这是新发现的。在验证的关联中,我们进行了交叉滞后分析以探索时间序列,并发现所有双胞胎中 2 个 CpG 位点的甲基化水平与甘油三酯和 2 个 CpG 位点与高密度脂蛋白胆固醇(HDL-C)之间存在时间关联。此外,仅在同卵双胞胎中,位于 SREBF1 中的 cg11024682 位点的甲基化水平与随访时的甘油三酯呈时间相关。然后,我们使用纵向数据进行了中介分析,结果表明,BMI 与 HDL-C 之间的关联部分由 cg06500161(ABCG1)的甲基化水平介导,介导比例为 10.1%。
我们的研究表明,ABCG1、AKAP1 和 SREBF1 的 DNA 甲基化水平可能参与了脂质代谢,并为阐明脂质动态平衡的调节机制提供了证据。