Department of Internal Medicine, Section of Endocrinology and Metabolism, Medical Center Boulevard, Wake Forest University School of Medicine, Winston-Salem, NC, 27157, USA.
Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Metabolomics. 2024 Aug 3;20(5):91. doi: 10.1007/s11306-024-02159-2.
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.
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.
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.
Among the 21 one-carbon metabolism pathway metabolites evaluated, six were associated with gluco-metabolic traits (P < 0.05, for BMI, S, 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) and S (β = -1.61, P = 2.49 × 10).
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.
脂肪组织中 DNA 甲基化(DNAm)的变化与肥胖和胰岛素抵抗的发病机制有关。参与改变 DNAm 水平的酶的活性依赖于几种代谢物辅助因子。
为了了解代谢物作为表观遗传标记的机制调节剂的作用,我们检测了选定的血浆代谢物与非裔美国人脂肪组织中 DNAm 水平之间的关联。
在 AAGMEx 队列(N=256)中,通过非靶向液相色谱-质谱法测量代谢物的血浆水平;通过减少代表性亚硫酸氢盐测序和表达微阵列分别测量脂肪组织的 DNAm 和转录水平。
在所评估的 21 种一碳代谢途径代谢物中,有 6 种代谢物与 AAGMEx 中的糖代谢特征(BMI、S 或 Matsuda 指数,P<0.05)相关。196、116 和 180 个 CpG 位点的甲基化水平分别与 S-腺苷同型半胱氨酸(SAH)、胱氨酸和牛磺酸相关(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 CpG 位点在调节脂肪组织转录物的表达中的作用,包括 G 蛋白偶联受体信号通路中的基因。血浆 SAH 水平相关的 CpG 位点 chr19:3403712 和 chr19:3403735 也与脂肪组织中 G 蛋白亚单位 alpha 15(GNA15)的表达相关。GNA15 的表达与 BMI(β=1.87,P=1.9×10)和 S(β=-1.61,P=2.49×10)显著相关。
我们的研究表明,一部分代谢物调节特定基因座中 CpG 位点的甲基化水平,并进而调节肥胖和胰岛素抵抗相关转录物的表达。