Metaboepigenetic regulation of gene expression in obesity and insulin resistance

IF 3.5 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM Metabolomics Pub Date : 2024-08-03 DOI:10.1007/s11306-024-02159-2
Swapan K. Das, Mary E. Comeau, Carl D. Langefeld
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Abstract

Introduction

Variation in DNA methylation (DNAm) in adipose tissue is associated with the pathogenesis of obesity and insulin resistance. The activity of enzymes involved in altering DNAm levels is dependent on several metabolite cofactors.

Objectives

To understand the role of metabolites as mechanistic regulators of epigenetic marks, we tested the association between selected plasma metabolites and DNAm levels in the adipose tissue of African Americans.

Methods

In the AAGMEx cohort (N = 256), plasma levels of metabolites were measured by untargeted liquid chromatography-mass spectrometry; adipose tissue DNAm and transcript levels were measured by reduced representation bisulfite sequencing, and expression microarray, respectively.

Results

Among the 21 one-carbon metabolism pathway metabolites evaluated, six were associated with gluco-metabolic traits (PFDR < 0.05, for BMI, SI, or Matsuda index) in AAGMEx. Methylation levels of 196, 116, and 180 CpG-sites were associated (P < 0.0001) with S-adenosylhomocysteine (SAH), cystine, and hypotaurine, respectively. Cis-expression quantitative trait methylation (cis eQTM) analyses suggested the role of metabolite-level-associated CpG sites in regulating the expression of adipose tissue transcripts, including genes in G-protein coupled receptor signaling pathway. Plasma SAH level-associated CpG sites chr19:3403712 and chr19:3403735 were also associated with the expression of G-protein subunit alpha 15 (GNA15) in adipose. The expression of GNA15 was significantly correlated with BMI (β = 1.87, P = 1.9 × 10–16) and SI (β = -1.61, P = 2.49 × 10–5).

Conclusion

Our study suggests that a subset of metabolites modulates the methylation levels of CpG sites in specific loci and, in turn, regulates the expression of transcripts involved in obesity and insulin resistance.

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肥胖和胰岛素抵抗中基因表达的代谢表观遗传调控
引言 脂肪组织中 DNA 甲基化(DNAm)的变化与肥胖症和胰岛素抵抗的发病机制有关。为了了解代谢物作为表观遗传标记的机理调节因子的作用,我们检测了所选血浆代谢物与非裔美国人脂肪组织中 DNAm 水平之间的关联。方法在 AAGMEx 队列(N = 256)中,采用非靶向液相色谱-质谱法测量血浆中代谢物的水平;采用还原表征亚硫酸氢盐测序法和表达芯片法分别测量脂肪组织 DNAm 和转录本的水平。结果在 AAGMEx 中评估的 21 种一碳代谢途径代谢物中,有 6 种与葡萄糖代谢特征相关(PFDR < 0.05,体重指数、SI 或松田指数)。196、116 和 180 个 CpG 位点的甲基化水平分别与 S-腺苷高半胱氨酸(SAH)、胱氨酸和低牛磺酸相关(P < 0.0001)。顺式表达定量性状甲基化(cis-eQTM)分析表明,代谢物水平相关的CpG位点在调控脂肪组织转录本(包括G蛋白偶联受体信号通路中的基因)的表达中发挥作用。血浆 SAH 水平相关的 CpG 位点 chr19:3403712 和 chr19:3403735 也与脂肪中 G 蛋白亚基α15(GNA15)的表达有关。GNA15 的表达与 BMI(β = 1.87,P = 1.9 × 10-16)和 SI(β = -1.61,P = 2.49 × 10-5)显著相关。
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来源期刊
Metabolomics
Metabolomics 医学-内分泌学与代谢
CiteScore
6.60
自引率
2.80%
发文量
84
审稿时长
2 months
期刊介绍: Metabolomics publishes current research regarding the development of technology platforms for metabolomics. This includes, but is not limited to: metabolomic applications within man, including pre-clinical and clinical pharmacometabolomics for precision medicine metabolic profiling and fingerprinting metabolite target analysis metabolomic applications within animals, plants and microbes transcriptomics and proteomics in systems biology Metabolomics is an indispensable platform for researchers using new post-genomics approaches, to discover networks and interactions between metabolites, pharmaceuticals, SNPs, proteins and more. Its articles go beyond the genome and metabolome, by including original clinical study material together with big data from new emerging technologies.
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