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A Bioinformatics Pipeline for Investigating Molecular Evolution and Gene Expression using RNA-seq
Published on: May 28, 2021
Systemic bioinformatics analysis of recurrent aphthous stomatitis gene expression profiles
Jian Wu1, Zheng-Ping Chen2, An-Quan Shang3
1Department of Laboratory Medicine, The First People's Hospital of Yancheng City, Yancheng 224006, Jiangsu, China.
Recurrent aphthous stomatitis (RAS) is a common oral disease with unknown causes. Bioinformatics analysis identified immune and inflammatory genes, highlighting FBXO6, ITGA4, and VCAM1 as potential therapeutic targets for RAS.
Area of Science:
- Oral Medicine
- Bioinformatics
- Immunology
Background:
- Recurrent aphthous stomatitis (RAS) is a prevalent chronic oral condition affecting 5-25% of populations.
- The underlying pathogenesis of RAS is poorly understood, hindering effective therapeutic development.
Purpose of the Study:
- To identify potential drug targets for RAS through comprehensive bioinformatics analysis of gene expression profiles.
- To elucidate the molecular mechanisms contributing to RAS pathogenesis.
Main Methods:
- Systematic bioinformatics analysis of gene expression datasets (GSE37265) from the Gene Expression Omnibus (GEO).
- Identification of differentially expressed genes (DEGs) using limma package.
- Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis via DAVID.
- Construction and module analysis of protein-protein interaction (PPI) networks using HPRD, BioGrid, and Cytoscape (MCODE).
- Validation of potential targets (FBXO6, ITGA4, VCAM1) using real-time RT-PCR and Western blot.
Main Results:
- Identified 915 significantly differentially expressed genes in RAS samples compared to controls.
- Enriched biological processes related to immune and inflammatory responses.
- Network and module analysis pinpointed FBXO6, ITGA4, and VCAM1 as promising therapeutic targets.
- FBXO6, ITGA4, and VCAM1 expression levels were validated experimentally.
Conclusions:
- This study provides valuable insights into the molecular basis of RAS, implicating immune and inflammatory pathways.
- FBXO6, ITGA4, and VCAM1 represent potential therapeutic targets for the development of novel treatments for recurrent aphthous stomatitis.
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