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2 型糖尿病的表观遗传学分析:韩国基因组与流行病学研究中的 DNA 甲基化全基因组关联研究。

Epigenetic Profiling of Type 2 Diabetes Mellitus: An Epigenome-Wide Association Study of DNA Methylation in the Korean Genome and Epidemiology Study.

机构信息

Korea Food Research Institute, Wanju-gun 55365, Jeollabuk-do, Republic of Korea.

出版信息

Genes (Basel). 2023 Dec 13;14(12):2207. doi: 10.3390/genes14122207.

Abstract

Diabetes is characterized by persistently high blood glucose levels and severe complications and affects millions of people worldwide. In this study, we explored the epigenetic landscape of diabetes using data from the Korean Genome and Epidemiology Study (KoGES), specifically the Ansung-Ansan (AS-AS) cohort. Using epigenome-wide association studies, we investigated DNA methylation patterns in patients with type 2 diabetes mellitus (T2DM) and those with normal glucose regulation. Differential methylation analysis revealed 106 differentially methylated probes (DMPs), with the 10 top DMPs prominently associated with TXNIP, PDK4, NBPF20, ARRDC4, UFM1, PFKFB2, C7orf50, and ABCG1, indicating significant changes in methylation. Correlation analysis highlighted the association between the leading DMPs (e.g., cg19693031 and cg26974062 for TXNIP and cg26823705 for NBPF20) and key glycemic markers (fasting plasma glucose and hemoglobin A1c), confirming their relevance in T2DM. Moreover, we identified 62 significantly differentially methylated regions (DMRs) spanning 61 genes. A DMR associated with PDE1C showed hypermethylation, whereas DMRs associated with DIP2C, FLJ90757, PRSS50, and TDRD9 showed hypomethylation. PDE1C and TDRD9 showed a strong positive correlation between the CpG sites included in each DMR, which have previously been implicated in T2DM-related processes. This study contributes to the understanding of epigenetic modifications in T2DM. These valuable insights can be utilized in identifying potential biomarkers and therapeutic targets for effective management and prevention of diabetes.

摘要

糖尿病的特征是血糖水平持续升高和严重的并发症,并影响全球数百万人。在这项研究中,我们使用来自韩国基因组和流行病学研究(KoGES)的数据,特别是安城-安山(AS-AS)队列,探讨了糖尿病的表观基因组景观。我们使用全基因组关联研究,研究了 2 型糖尿病(T2DM)患者和血糖正常调节患者的 DNA 甲基化模式。差异甲基化分析揭示了 106 个差异甲基化探针(DMP),其中前 10 个 DMP 与 TXNIP、PDK4、NBPF20、ARRDC4、UFM1、PFKFB2、C7orf50 和 ABCG1 显著相关,表明甲基化发生了显著变化。相关性分析突出了主要 DMP(例如,TXNIP 的 cg19693031 和 cg26974062 以及 NBPF20 的 cg26823705)与关键血糖标志物(空腹血浆葡萄糖和血红蛋白 A1c)之间的关联,证实了它们在 T2DM 中的相关性。此外,我们鉴定了 62 个跨越 61 个基因的显著差异甲基化区域(DMR)。与 PDE1C 相关的 DMR 表现出高甲基化,而与 DIP2C、FLJ90757、PRSS50 和 TDRD9 相关的 DMR 表现出低甲基化。PDE1C 和 TDRD9 之间在每个 DMR 中包含的 CpG 位点之间存在强烈的正相关,这些 CpG 位点先前已被认为与 T2DM 相关过程有关。这项研究有助于理解 T2DM 中的表观遗传修饰。这些有价值的见解可用于识别潜在的生物标志物和治疗靶点,以有效管理和预防糖尿病。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2986/10743302/814bc41d604e/genes-14-02207-g001.jpg

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