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饮食质量的血液 DNA 甲基化特征及其与心血管代谢特征的关联。

Blood DNA methylation signature of diet quality and association with cardiometabolic traits.

机构信息

Hospital del Mar Research Institute (IMIM), Programme of Epidemiology and Public Health, Dr Aiguader, 88, 08003 Barcelona, Spain.

MRC Unit for Lifelong Health and Ageing, University College London, London WC1E 7HB, UK.

出版信息

Eur J Prev Cardiol. 2024 Jan 25;31(2):191-202. doi: 10.1093/eurjpc/zwad317.

Abstract

AIMS

Diet quality might influence cardiometabolic health through epigenetic changes, but this has been little investigated in adults. Our aims were to identify cytosine-phosphate-guanine (CpG) dinucleotides associated with diet quality by conducting an epigenome-wide association study (EWAS) based on blood DNA methylation (DNAm) and to assess how diet-related CpGs associate with inherited susceptibility to cardiometabolic traits: body mass index (BMI), systolic blood pressure (SBP), triglycerides, type 2 diabetes (T2D), and coronary heart disease (CHD).

METHODS AND RESULTS

Meta-EWAS including 5274 participants in four cohorts from Spain, the USA, and the UK. We derived three dietary scores (exposures) to measure adherence to a Mediterranean diet, to a healthy plant-based diet, and to the Dietary Approaches to Stop Hypertension. Blood DNAm (outcome) was assessed with the Infinium arrays Human Methylation 450K BeadChip and MethylationEPIC BeadChip. For each diet score, we performed linear EWAS adjusted for age, sex, blood cells, smoking and technical variables, and BMI in a second set of models. We also conducted Mendelian randomization analyses to assess the potential causal relationship between diet-related CpGs and cardiometabolic traits. We found 18 differentially methylated CpGs associated with dietary scores (P < 1.08 × 10-7; Bonferroni correction), of which 12 were previously associated with cardiometabolic traits. Enrichment analysis revealed overrepresentation of diet-associated genes in pathways involved in inflammation and cardiovascular disease. Mendelian randomization analyses suggested that genetically determined methylation levels corresponding to lower diet quality at cg02079413 (SNORA54), cg02107842 (MAST4), and cg23761815 (SLC29A3) were causally associated with higher BMI and at cg05399785 (WDR8) with greater SBP, and methylation levels associated with higher diet quality at cg00711496 (PRMT1) with lower BMI, T2D risk, and CHD risk and at cg0557921 (AHRR) with lower CHD risk.

CONCLUSION

Diet quality in adults was related to differential methylation in blood at 18 CpGs, some of which related to cardiometabolic health.

摘要

目的

饮食质量可能通过表观遗传变化影响心脏代谢健康,但成年人对此研究甚少。我们的目的是通过基于血液 DNA 甲基化(DNAm)的全基因组关联研究(EWAS)来确定与饮食质量相关的胞嘧啶-磷酸-鸟嘌呤(CpG)二核苷酸,并评估与心脏代谢特征相关的饮食相关 CpG 与遗传易感性的关联:体重指数(BMI)、收缩压(SBP)、甘油三酯、2 型糖尿病(T2D)和冠心病(CHD)。

方法和结果

Meta-EWAS 包括来自西班牙、美国和英国的四个队列的 5274 名参与者。我们得出了三个饮食评分(暴露)来衡量对地中海饮食、健康植物性饮食和停止高血压的饮食方法的依从性。血液 DNAm(结果)使用 Infinium 芯片人类甲基化 450K BeadChip 和 MethylationEPIC BeadChip 进行评估。对于每个饮食评分,我们在第二组模型中进行了线性 EWAS,调整了年龄、性别、血细胞、吸烟和技术变量以及 BMI。我们还进行了孟德尔随机化分析,以评估与饮食相关的 CpG 与心脏代谢特征之间的潜在因果关系。我们发现了 18 个与饮食评分相关的差异甲基化 CpG(P < 1.08×10-7;Bonferroni 校正),其中 12 个先前与心脏代谢特征相关。富集分析显示,与饮食相关的基因在涉及炎症和心血管疾病的途径中过度表达。孟德尔随机化分析表明,与较低饮食质量相关的基因在 cg02079413(SNORA54)、cg02107842(MAST4)和 cg23761815(SLC29A3)处的遗传决定的甲基化水平与更高的 BMI 相关,在 cg05399785(WDR8)处与更高的 SBP 相关,在 cg00711496(PRMT1)处与更低的 BMI、T2D 风险和 CHD 风险相关,在 cg0557921(AHRR)处与更低的 CHD 风险相关。

结论

成年人的饮食质量与血液中 18 个 CpG 的差异甲基化有关,其中一些与心脏代谢健康有关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/05e5/10809172/b40bb449d238/zwad317_ga1.jpg

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