Department of Occupational and Environmental Health, College of Public Health, Zhengzhou University, Zhengzhou 450001, China.
Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou 450001, China.
Genes (Basel). 2022 Nov 9;13(11):2073. doi: 10.3390/genes13112073.
Increasing evidence suggested that the expression and inter-regulation of long noncoding RNA (lncRNA), microRNA (miRNA), and messenger RNA (mRNA) were related to the development of diabetes. Based on bioinformatics analysis, this study aimed to comprehensively analyze the dysregulated RNA molecules related to new-onset type 2 diabetes mellitus (T2DM). Twenty-four patients with new-onset T2DM were included as cases, and sex- and age-matched participants were included as controls. The differentially expressed lncRNAs, miRNAs, and mRNAs between the two groups were screened by RNA sequencing. LncRNA-miRNA-mRNA network and enrichment analysis were used to reveal the RNA molecules that were potentially associated with T2DM and their early changes. A total of 123 lncRNAs, 49 miRNAs, and 312 mRNAs were differentially expressed in the new-onset T2DM (fold change ≥ 1.5 and value < 0.05). Functional analysis revealed that differentially expressed RNAs were likely to play essential roles in diabetes-related pathways. In addition, the protein-protein interaction (PPI) network screened multiple hub mRNAs, and lncRNA-miRNA-mRNA networks showed that a single miRNA could be related to multiple lncRNAs, and then they coregulated more mRNAs. SLC25A4, PLCB1, AGTR2, PRKN, and SCD5 were shown to be important mRNAs in T2DM, and miR-199b-5p, miR-202-5p, miR-548o-3p as well as miR-1255b-5p could be involved in their regulation. In conclusion, several new and previously identified dysregulated lncRNAs, miRNAs, and mRNAs were found to be vital biomarkers in T2DM. Their alterations and interactions could modulate the pathophysiology of T2DM. Those findings may provide new insights into the molecular mechanisms underlying the development of T2DM.
越来越多的证据表明,长链非编码 RNA(lncRNA)、微小 RNA(miRNA)和信使 RNA(mRNA)的表达和相互调节与糖尿病的发展有关。基于生物信息学分析,本研究旨在全面分析与新诊断 2 型糖尿病(T2DM)相关的失调 RNA 分子。将 24 例新诊断的 T2DM 患者作为病例纳入,选择性别和年龄匹配的参与者作为对照。通过 RNA 测序筛选两组间差异表达的 lncRNA、miRNA 和 mRNA。lncRNA-miRNA-mRNA 网络和富集分析用于揭示与 T2DM 相关的潜在 RNA 分子及其早期变化。新诊断的 T2DM 中共有 123 个 lncRNA、49 个 miRNA 和 312 个 mRNA 差异表达(倍数变化≥1.5 和 P 值<0.05)。功能分析表明,差异表达的 RNA 可能在糖尿病相关途径中发挥重要作用。此外,蛋白质-蛋白质相互作用(PPI)网络筛选出多个 hub mRNA,lncRNA-miRNA-mRNA 网络表明单个 miRNA 可能与多个 lncRNA 相关,然后它们共同调节更多的 mRNA。SLC25A4、PLCB1、AGTR2、PRKN 和 SCD5 被证明是 T2DM 中的重要 mRNA,miR-199b-5p、miR-202-5p、miR-548o-3p 和 miR-1255b-5p 可能参与其调节。总之,发现了几种新的和以前鉴定的失调 lncRNA、miRNA 和 mRNA,它们是 T2DM 的重要生物标志物。它们的改变和相互作用可能调节 T2DM 的病理生理学。这些发现可能为 T2DM 发展的分子机制提供新的见解。