饮食和活动健康促进干预对 DNA 甲基化区域模式的影响。
Impact of a diet and activity health promotion intervention on regional patterns of DNA methylation.
机构信息
Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, 680 North Lakeshore Drive, Chicago, IL, 60611, USA.
Center for Research Informatics, Biological Sciences Division, University of Chicago, 900 E. 57th. Street, Chicago, IL, 60637, USA.
出版信息
Clin Epigenetics. 2019 Sep 11;11(1):133. doi: 10.1186/s13148-019-0707-0.
BACKGROUND
Studies demonstrate the impact of diet and physical activity on epigenetic biomarkers, specifically DNA methylation. However, no intervention studies have examined the combined impact of dietary and activity changes on the blood epigenome. The objective of this study was to examine the impact of the Make Better Choices 2 (MBC2) healthy diet and activity intervention on patterns of epigenome-wide DNA methylation. The MBC2 study was a 9-month randomized controlled trial among adults aged 18-65 with non-optimal levels of health behaviors. The study compared three 12-week interventions to (1) simultaneously increase exercise and fruit/vegetable intake, while decreasing sedentary leisure screen time; (2) sequentially increase fruit/vegetable intake and decrease leisure screen time first, then increase exercise; (3) increase sleep and decrease stress (control). We collected blood samples at baseline, 3 and 9 months, and measured DNA methylation using the Illumina EPIC (850 k) BeadChip. We examined region-based differential methylation patterns using linear regression models with the false discovery rate of 0.05. We also conducted pathway analysis using gene ontology (GO), KEGG, and IPA canonical pathway databases.
RESULTS
We found no differences between the MBC2 population (n = 340) and the subsample with DNA methylation measured (n = 68) on baseline characteristics or the impact of the intervention on behavior change. We identified no differentially methylated regions at baseline between the control versus intervention groups. At 3 versus 9 months, we identified 154 and 298 differentially methylated regions, respectively, between controls compared to pooled samples from sequential and simultaneous groups. In the GO database, we identified two gene ontology terms related to hemophilic cell adhesion and cell-cell adhesion. In IPA analysis, we found pathways related to carcinogenesis including PI3K/AKT, Wnt/β-catenin, sonic hedgehog, and p53 signaling. We observed an overlap between 3 and 9 months, including the GDP-L-fucose biosynthesis I, methylmalonyl metabolism, and estrogen-mediated cell cycle regulation pathways.
CONCLUSIONS
The results demonstrate that the MBC2 diet and physical activity intervention impacts patterns of DNA methylation in gene regions related to cell cycle regulation and carcinogenesis. Future studies will examine DNA methylation as a biomarker to identify populations that may particularly benefit from incorporating health behavior change into plans for precision prevention.
背景
研究表明,饮食和体育活动对表观遗传生物标志物(特别是 DNA 甲基化)有影响。然而,尚无干预研究探讨饮食和活动改变对血液表观基因组的综合影响。本研究旨在检测“做出更好的选择 2 (MBC2)”健康饮食和活动干预对全基因组 DNA 甲基化模式的影响。MBC2 研究是一项为期 9 个月的随机对照试验,纳入了健康行为水平不理想的 18-65 岁成年人。该研究比较了三种 12 周干预措施:(1)同时增加锻炼和水果/蔬菜摄入量,同时减少久坐休闲屏幕时间;(2)首先增加水果/蔬菜摄入量和减少休闲屏幕时间,然后增加锻炼;(3)增加睡眠和减少压力(对照)。我们在基线、3 个月和 9 个月采集血样,并使用 Illumina EPIC(850k)BeadChip 测量 DNA 甲基化。我们使用线性回归模型和错误发现率为 0.05 来检测基于区域的差异甲基化模式。我们还使用基因本体论(GO)、KEGG 和 IPA 规范途径数据库进行途径分析。
结果
我们发现 MBC2 人群(n=340)和 DNA 甲基化测量亚组(n=68)在基线特征或干预对行为改变的影响方面没有差异。我们没有发现对照组和干预组之间在基线时存在差异甲基化区域。与 3 个月相比,在 9 个月时,我们分别在对照组与顺序和同时组的合并样本之间发现了 154 个和 298 个差异甲基化区域。在 GO 数据库中,我们确定了与血友病细胞黏附和细胞间黏附相关的两个基因本体论术语。在 IPA 分析中,我们发现了与致癌作用相关的途径,包括 PI3K/AKT、Wnt/β-catenin、sonic hedgehog 和 p53 信号通路。我们发现 3 个月和 9 个月之间存在重叠,包括 GDP-L-岩藻糖生物合成 I、甲基丙二酰基辅酶 A 代谢和雌激素介导的细胞周期调节途径。
结论
结果表明,MBC2 饮食和体育活动干预影响了与细胞周期调节和致癌作用相关的基因区域的 DNA 甲基化模式。未来的研究将把 DNA 甲基化作为一种生物标志物,以鉴定可能特别受益于将健康行为改变纳入精准预防计划的人群。