Identfication of key miRNAs in pancreatitis using bioinformatics analysis of microarray data

Dadong Wang1, Zi-Man Zhu1, Yu-Liang Tu1

  • 1Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chinese PLA General Hospital, Beijing 100048, P.R. China.

Molecular Medicine Reports
|November 15, 2016
PubMed

Insights

This study identified specific microRNAs (miRNAs) linked to pancreatitis by analyzing gene expression data. These pancreatitis-associated miRNAs and their target genes offer potential new therapeutic targets for managing pancreatic inflammation.

Area of Science:

  • Molecular Biology
  • Genomics
  • Biochemistry

Background:

  • Pancreatitis is a significant pancreatic inflammation, often caused by alcohol and gallstones.
  • MicroRNAs (miRNAs) play crucial roles in regulating gene expression and are implicated in various diseases.
  • Identifying specific miRNAs involved in pancreatitis pathogenesis is essential for developing targeted therapies.

Purpose of the Study:

  • To identify differentially expressed microRNAs (DE-miRNAs) associated with pancreatitis.
  • To predict target genes of these DE-miRNAs and analyze their functions.
  • To construct a regulatory network of pancreatitis-associated genes and miRNAs for potential therapeutic insights.

Main Methods:

  • Analysis of the GSE24279 microarray dataset containing pancreatitis and normal control samples.
  • Screening for DE-miRNAs using the Limma package.
  • Target gene prediction using miRecords and miRWalk databases.
  • Functional and pathway enrichment analysis using DAVID.
  • Identification of pancreatitis-associated genes using the Comparative Toxicogenomics Database.
  • Construction of a miRNA-gene regulatory network using Cytoscape.

Main Results:

  • 14 upregulated and 39 downregulated miRNAs were identified in pancreatitis samples.
  • 290 target genes of DE-miRNAs were determined, with 279 identified as pancreatitis-associated.
  • Key genes like CCND1, AKT2, CDK6, and SMAD2 were linked to pancreatic cancer pathways.
  • A regulatory network revealed 37 miRNAs targeting pancreatitis-associated genes.
  • Specific miRNAs (hsa-miR-15a, hsa-miR-16, hsa-miR-155, hsa-miR-375, hsa-miR-429) showed potential roles in pancreatitis pathogenesis.

Conclusions:

  • Several miRNAs and their target genes are significantly associated with pancreatitis.
  • These identified miRNAs and their targets represent potential biomarkers and therapeutic targets for pancreatitis.
  • The study provides a foundation for further research into miRNA-based interventions for pancreatitis.

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