Department of General Medicine, Basaveshwara Medical College, Chitradurga 577501, Karnataka, India.
Department of Pharmaceutical Chemistry, K.L.E. College of Pharmacy, Gadag 582101, Karnataka, India.
Medicina (Kaunas). 2023 Feb 7;59(2):309. doi: 10.3390/medicina59020309.
A subject with diabetes and obesity is a class of the metabolic disorder. The current investigation aimed to elucidate the potential biomarker and prognostic targets in subjects with diabetes and obesity. The next-generation sequencing (NGS) data of GSE132831 was downloaded from Gene Expression Omnibus (GEO) database. Functional enrichment analysis of DEGs was conducted with ToppGene. The protein-protein interactions network, module analysis, target gene-miRNA regulatory network and target gene-TF regulatory network were constructed and analyzed. Furthermore, hub genes were validated by receiver operating characteristic (ROC) analysis. A total of 872 DEGs, including 439 up-regulated genes and 433 down-regulated genes were observed. Second, functional enrichment analysis showed that these DEGs are mainly involved in the axon guidance, neutrophil degranulation, plasma membrane bounded cell projection organization and cell activation. The top ten hub genes (, , , , , , , , and ) could be utilized as potential diagnostic indicators for subjects with diabetes and obesity. The hub genes were validated in subjects with diabetes and obesity. This investigation found effective and reliable molecular biomarkers for diagnosis and prognosis by integrated bioinformatics analysis, suggesting new and key therapeutic targets for subjects with diabetes and obesity.
患有糖尿病和肥胖症的受试者是一类代谢紊乱患者。本研究旨在探讨糖尿病和肥胖症患者的潜在生物标志物和预后靶点。从基因表达综合数据库(GEO)中下载了 GSE132831 的下一代测序(NGS)数据。使用 ToppGene 对差异表达基因(DEGs)进行功能富集分析。构建并分析了蛋白质-蛋白质相互作用网络、模块分析、靶基因-miRNA 调控网络和靶基因-TF 调控网络。此外,通过接收者操作特征(ROC)分析验证了关键基因。共观察到 872 个 DEGs,包括 439 个上调基因和 433 个下调基因。其次,功能富集分析表明,这些 DEGs 主要参与轴突导向、嗜中性粒细胞脱颗粒、质膜边界细胞突起组织和细胞激活。前十个关键基因(、、、、、、、、和)可作为糖尿病和肥胖症患者的潜在诊断指标。在糖尿病和肥胖症患者中验证了关键基因。通过综合生物信息学分析,本研究发现了用于诊断和预后的有效且可靠的分子生物标志物,为糖尿病和肥胖症患者提供了新的关键治疗靶点。