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Updated: Jul 29, 2025

Evaluating Autophagy Levels in Two Different Pancreatic Cell Models Using LC3 Immunofluorescence
Published on: April 28, 2023
Identification and analysis of type 2 diabetes-mellitus-associated autophagy-related genes
1Respiratory Medicine, Tangshan Gongren Hospital, Tangshan, Hebei, China.
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.
Insights
Autophagy is crucial for pancreatic beta cell survival and type 2 diabetes. This study identifies key autophagy-related genes as potential biomarkers and therapeutic targets for T2DM treatment.
Area of Science:
- Cell Biology
- Endocrinology
- Genetics
Background:
- Autophagy is a cellular process vital for protecting against harmful agents and is implicated in pancreatic beta cell survival.
- Dysregulation of autophagy is linked to the development of type 2 diabetes mellitus (T2DM).
- Autophagy-related genes (ARGs) are potential biomarkers for T2DM treatment strategies.
Purpose of the Study:
- To identify differentially expressed autophagy-related genes (DEARGs) in T2DM.
- To investigate the role of specific DEARGs in pancreatic beta cell function.
- To explore potential therapeutic targets for T2DM based on ARG expression.
Main Methods:
- Downloaded and analyzed the GSE25724 dataset from the Gene Expression Omnibus (GEO) database.
- Identified DEARGs by intersecting ARGs with differentially expressed genes (DEGs) in T2DM islet samples.
- Constructed a protein-protein interaction (PPI) network to identify hub DEARGs and validated their expression using qRT-PCR in human and rat islet cells.
Main Results:
- Identified 1,270 DEGs and 30 DEARGs enriched in autophagy and mitophagy pathways.
- Discovered ten hub ARGs, including EIF2AK3, RB1CC1, HSPA5, LAMP2, and GABARAPL2, with validated differential expression in islet cells.
- Overexpression of EIF2AK3 or RB1CC1 enhanced islet cell viability and insulin secretion.
Conclusions:
- This research identifies novel DEARGs as potential biomarkers for T2DM.
- The study highlights EIF2AK3 and RB1CC1 as promising therapeutic targets for T2DM.
- Findings contribute to understanding autophagy's role in T2DM pathogenesis and treatment.
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