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DNA 甲基化与脂质代谢:226 项代谢指标的 EWAS 研究。

DNA methylation and lipid metabolism: an EWAS of 226 metabolic measures.

机构信息

Research Unit of Molecular Epidemiology, Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Ingolstaedter Landstraße 1, 85764, Neuherberg, Germany.

Institute of Epidemiology, Helmholtz Zentrum München German Research Center for Environmental Health, Neuherberg, Germany.

出版信息

Clin Epigenetics. 2021 Jan 7;13(1):7. doi: 10.1186/s13148-020-00957-8.

Abstract

BACKGROUND

The discovery of robust and trans-ethnically replicated DNA methylation markers of metabolic phenotypes, has hinted at a potential role of epigenetic mechanisms in lipid metabolism. However, DNA methylation and the lipid compositions and lipid concentrations of lipoprotein sizes have been scarcely studied. Here, we present an epigenome-wide association study (EWAS) (N = 5414 total) of mostly lipid-related metabolic measures, including a fine profiling of lipoproteins. As lipoproteins are the main players in the different stages of lipid metabolism, examination of epigenetic markers of detailed lipoprotein features might improve the diagnosis, prognosis, and treatment of metabolic disturbances.

RESULTS

We conducted an EWAS of leukocyte DNA methylation and 226 metabolic measurements determined by nuclear magnetic resonance spectroscopy in the population-based KORA F4 study (N = 1662) and replicated the results in the LOLIPOP, NFBC1966, and YFS cohorts (N = 3752). Follow-up analyses in the discovery cohort included investigations into gene transcripts, metabolic-measure ratios for pathway analysis, and disease endpoints. We identified 161 associations (p value < 4.7 × 10), covering 16 CpG sites at 11 loci and 57 metabolic measures. Identified metabolic measures were primarily medium and small lipoproteins, and fatty acids. For apolipoprotein B-containing lipoproteins, the associations mainly involved triglyceride composition and concentrations of cholesterol esters, triglycerides, free cholesterol, and phospholipids. All associations for HDL lipoproteins involved triglyceride measures only. Associated metabolic measure ratios, proxies of enzymatic activity, highlight amino acid, glucose, and lipid pathways as being potentially epigenetically implicated. Five CpG sites in four genes were associated with differential expression of transcripts in blood or adipose tissue. CpG sites in ABCG1 and PHGDH showed associations with metabolic measures, gene transcription, and metabolic measure ratios and were additionally linked to obesity or previous myocardial infarction, extending previously reported observations.

CONCLUSION

Our study provides evidence of a link between DNA methylation and the lipid compositions and lipid concentrations of different lipoprotein size subclasses, thus offering in-depth insights into well-known associations of DNA methylation with total serum lipids. The results support detailed profiling of lipid metabolism to improve the molecular understanding of dyslipidemia and related disease mechanisms.

摘要

背景

代谢表型的稳健且跨种族复制的 DNA 甲基化标志物的发现,暗示了表观遗传机制在脂质代谢中的潜在作用。然而,DNA 甲基化以及脂蛋白大小的脂质组成和脂质浓度几乎没有被研究过。在这里,我们展示了一项针对大多数与脂质相关的代谢指标(包括脂蛋白的精细分析)的全基因组关联研究(EWAS)(总样本量为 5414 例)。由于脂蛋白是脂质代谢不同阶段的主要参与者,因此检查详细脂蛋白特征的表观遗传标记可能会改善代谢紊乱的诊断、预后和治疗。

结果

我们在基于人群的 KORA F4 研究(N=1662)中进行了白细胞 DNA 甲基化与通过核磁共振光谱法测定的 226 项代谢测量的 EWAS,并在 LOLIPOP、NFBC1966 和 YFS 队列中进行了结果复制(N=3752)。在发现队列中的后续分析包括对基因转录物、代谢测量比值进行途径分析以及疾病终点的调查。我们鉴定出 161 个关联(p 值<4.7×10-8),涵盖 11 个基因座上的 16 个 CpG 位点和 57 个代谢测量值。鉴定出的代谢测量值主要是中、小脂蛋白和脂肪酸。对于载脂蛋白 B 含量的脂蛋白,关联主要涉及甘油三酯组成和胆固醇酯、甘油三酯、游离胆固醇和磷脂的浓度。所有与高密度脂蛋白脂蛋白相关的关联仅涉及甘油三酯测量值。关联的代谢测量比值,酶活性的代表,突出了氨基酸、葡萄糖和脂质途径可能受到表观遗传影响。四个基因中的四个 CpG 位点与血液或脂肪组织中转录物的差异表达相关。ABCG1 和 PHGDH 中的 CpG 位点与代谢测量值、基因转录以及代谢测量比值相关,并且还与肥胖或先前的心肌梗死相关,扩展了先前报道的观察结果。

结论

我们的研究提供了 DNA 甲基化与不同脂蛋白大小亚类的脂质组成和脂质浓度之间存在联系的证据,从而深入了解 DNA 甲基化与总血清脂质的已知关联。结果支持对脂质代谢进行详细分析,以提高对血脂异常和相关疾病机制的分子理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3907/7789600/e474c7a7c5d8/13148_2020_957_Fig1_HTML.jpg

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