Suppr超能文献

鉴定和分析 2 型糖尿病相关自噬相关基因。

Identification and analysis of type 2 diabetes-mellitus-associated autophagy-related genes.

机构信息

Respiratory Medicine, Tangshan Gongren Hospital, Tangshan, Hebei, China.

Department of Respiratory and Critical Care Medicine, Tangshan Gongren Hospital, Tangshan, Hebei, China.

出版信息

Front Endocrinol (Lausanne). 2023 May 8;14:1164112. doi: 10.3389/fendo.2023.1164112. eCollection 2023.

Abstract

INTRODUCTION

Autophagy, an innate safeguard mechanism for protecting the organism against harmful agents, is implicated in the survival of pancreatic â cells and the development of type 2 diabetes mellitus (T2DM). Potential autophagy-related genes (ARGs) may serve as potential biomarkers for T2DM treatment.

METHODS

The GSE25724 dataset was downloaded from the Gene Expression Omnibus (GEO) database, and ARGs were obtained from the Human Autophagy Database. The differentially expressed autophagy-related genes (DEARGs) were screened at the intersection of ARGs and differentially expressed genes (DEGs) between T2DM and non-diabetic islet samples, which were subjected to functional enrichment analyses. A protein-protein interaction (PPI) network was constructed to identify hub DEARGs. Expressions of top 10 DEARGs were validated in human pancreatic â-cell line NES2Y and rat pancreatic INS-1 cells using quantitative reverse transcription polymerase chain reaction (qRT-PCR). Cell viability and insulin secretion were measured after cell transfection with lentiviral vector EIF2AK3 or RB1CC1 into islet cells.

RESULTS

In total, we discovered 1,270 DEGs (266 upregulated and 1,004 downregulated genes) and 30 DEARGs enriched in autophagy- and mitophagy-related pathways. In addition, we identified GAPDH, ITPR1, EIF2AK3, FOXO3, HSPA5, RB1CC1, LAMP2, GABARAPL2, RAB7A, and WIPI1 genes as the hub ARGs. Next, qRT-PCR analysis revealed that expressions of hub DEARGs were consistent with findings from bioinformatics analysis. EIF2AK3, GABARAPL2, HSPA5, LAMP2, and RB1CC1 were both differentially expressed in the two cell types. Overexpression of EIF2AK3 or RB1CC1 promoted cell viability of islet cells and increased the insulin secretion.

DISCUSSION

This study provides potential biomarkers as therapeutic targets for T2DM.

摘要

简介

自噬是一种保护机体免受有害物质侵害的固有保护机制,它与胰腺β细胞的存活和 2 型糖尿病(T2DM)的发生有关。潜在的自噬相关基因(ARGs)可能作为 T2DM 治疗的潜在生物标志物。

方法

从基因表达综合数据库(GEO)中下载 GSE25724 数据集,从人类自噬数据库中获取 ARGs。在 T2DM 与非糖尿病胰岛样本之间的 ARGs 和差异表达基因(DEGs)的交集处筛选差异表达的自噬相关基因(DEARGs),并对其进行功能富集分析。构建蛋白质-蛋白质相互作用(PPI)网络,以识别核心 DEARGs。采用实时定量逆转录聚合酶链反应(qRT-PCR)验证人类胰腺β细胞系 NES2Y 和大鼠胰腺 INS-1 细胞中前 10 个 DEARGs 的表达。通过慢病毒载体 EIF2AK3 或 RB1CC1 转染胰岛细胞,测量细胞活力和胰岛素分泌。

结果

共发现 1270 个 DEGs(266 个上调和 1004 个下调基因)和 30 个参与自噬和线粒体自噬相关途径的 DEARGs。此外,我们确定 GAPDH、ITPR1、EIF2AK3、FOXO3、HSPA5、RB1CC1、LAMP2、GABARAPL2、RAB7A 和 WIPI1 基因作为核心 ARGs。接下来,qRT-PCR 分析显示,核心 DEARGs 的表达与生物信息学分析结果一致。EIF2AK3、GABARAPL2、HSPA5、LAMP2 和 RB1CC1 在两种细胞类型中均有差异表达。EIF2AK3 或 RB1CC1 的过表达促进胰岛细胞的活力并增加胰岛素分泌。

讨论

本研究为 T2DM 的治疗提供了潜在的生物标志物作为治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/614a/10200926/f43a4f13b6a7/fendo-14-1164112-g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验