Peng Hao, Zhu Yun, Goldberg Jack, Vaccarino Viola, Zhao Jinying
Department of Epidemiology, College of Public Health and Health Professions and College of Medicine, University of Florida, Gainesville, FL, United States.
Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, United States.
Front Genet. 2019 Apr 12;10:329. doi: 10.3389/fgene.2019.00329. eCollection 2019.
The timing of daily fluctuations in blood glucose is tightly controlled by the circadian rhythm. DNA methylation accompanies the circadian clock, and aberrant DNA methylation has been associated with circadian disruption and hyperglycemia. However, the precise role of circadian genes methylation in glucose metabolism is unknown. Using a gene-set approach in monozygotic (MZ) twin pairs, we examined the joint effect of 77 CpGs in five core circadian genes (, , , , ) on glucose-related traits in 138 middle-aged, male-male MZ twins (69 pairs). DNA methylation was quantified by bisulfite pyrosequencing. We first conducted matched twin pair analysis to examine the association of single CpG methylation with glucose metabolism. We then performed gene-based and gene-set analyses by the truncated product method to examine the combined effect of DNA methylation at multiple CpGs in a gene or all five circadian genes as a pathway on glucose metabolism. Of the 77 assayed CpGs, only one site was individually associated with insulin resistance at FDR < 0.05. However, the joint effect of DNA methylation in all five circadian genes together showed a significant association with glucose metabolism. Our results may unravel a biological mechanism through which circadian rhythm regulates blood glucose, and highlight the importance of testing the joint effect of multiple CpGs in epigenetic analysis.
血糖的每日波动时间由昼夜节律严格控制。DNA甲基化伴随着生物钟,异常的DNA甲基化与昼夜节律紊乱和高血糖有关。然而,昼夜节律基因甲基化在葡萄糖代谢中的精确作用尚不清楚。我们在同卵(MZ)双胞胎对中采用基因集方法,研究了五个核心昼夜节律基因(,,,,)中77个CpG对138名中年男性MZ双胞胎(69对)葡萄糖相关性状的联合作用。通过亚硫酸氢盐焦磷酸测序对DNA甲基化进行定量。我们首先进行配对双胞胎分析,以检查单个CpG甲基化与葡萄糖代谢的关联。然后,我们通过截短产物法进行基于基因和基因集的分析,以检查基因中多个CpG或所有五个昼夜节律基因作为一条途径的DNA甲基化对葡萄糖代谢的综合影响。在检测的77个CpG中,只有一个位点在FDR < 0.05时与胰岛素抵抗单独相关。然而,所有五个昼夜节律基因中DNA甲基化的联合作用与葡萄糖代谢显示出显著关联。我们的结果可能揭示了昼夜节律调节血糖的生物学机制,并强调了在表观遗传学分析中测试多个CpG联合作用的重要性。