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Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis
BACKGROUND: This bioinformatics study aimed to identify differentially expressed genes (DEGs) and protein–protein interaction (PPI) networks associated with functional pathways in ulcerative colitis based on 3 Gene Expression Omnibus (GEO) datasets. MATERIAL/METHODS: The GSE87466, GSE75214, and GSE4...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
International Scientific Literature, Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7824989/ https://www.ncbi.nlm.nih.gov/pubmed/33462173 http://dx.doi.org/10.12659/MSM.927917 |
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author | Cao, Feng Cheng, Yun-Sheng Yu, Liang Xu, Yan-Yan Wang, Yong |
author_facet | Cao, Feng Cheng, Yun-Sheng Yu, Liang Xu, Yan-Yan Wang, Yong |
author_sort | Cao, Feng |
collection | PubMed |
description | BACKGROUND: This bioinformatics study aimed to identify differentially expressed genes (DEGs) and protein–protein interaction (PPI) networks associated with functional pathways in ulcerative colitis based on 3 Gene Expression Omnibus (GEO) datasets. MATERIAL/METHODS: The GSE87466, GSE75214, and GSE48958 MINiML formatted family files were downloaded from the GEO database. DEGs were identified from the 3 datasets, and volcano maps and heat maps were drawn after R language standardization and analysis, respectively. Venn diagram software was used to identify common DEGs. PPI analysis of common DEGs was performed using the Search Tool for the Retrieval of Interacting Genes. Gene modules and hub genes were visualized in the PPI network using Cytoscape. Enrichment analysis was performed for all common DEGs, module genes, and hub genes. RESULTS: A total of 90 DEGs were selected, which included 3 functional modules and 1 hub gene module. CXCL8 module genes were mainly enriched in cytokine-mediated signaling pathways and interleukin (IL)-10 signaling. CCL20 module genes were mainly enriched in the IL-17 signaling pathway and cellular response to IL-1. Hub gene modules mainly involved IL-10, IL-4, and IL-13 signaling pathways. CXCL8, CXCL1, and IL-1β were the top 3 hub genes and were mainly involved in IL-10 signaling. CONCLUSIONS: Bioinformatics analysis using 3 GEO datasets identified CXCL8, CXCL1, and IL-1β, which are involved in IL-10 signaling, as the top 3 hub genes in ulcerative colitis. The findings from this study remain to be validated, but they may contribute to the further understanding of the pathogenesis of ulcerative colitis. |
format | Online Article Text |
id | pubmed-7824989 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | International Scientific Literature, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-78249892021-01-26 Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis Cao, Feng Cheng, Yun-Sheng Yu, Liang Xu, Yan-Yan Wang, Yong Med Sci Monit Database Analysis BACKGROUND: This bioinformatics study aimed to identify differentially expressed genes (DEGs) and protein–protein interaction (PPI) networks associated with functional pathways in ulcerative colitis based on 3 Gene Expression Omnibus (GEO) datasets. MATERIAL/METHODS: The GSE87466, GSE75214, and GSE48958 MINiML formatted family files were downloaded from the GEO database. DEGs were identified from the 3 datasets, and volcano maps and heat maps were drawn after R language standardization and analysis, respectively. Venn diagram software was used to identify common DEGs. PPI analysis of common DEGs was performed using the Search Tool for the Retrieval of Interacting Genes. Gene modules and hub genes were visualized in the PPI network using Cytoscape. Enrichment analysis was performed for all common DEGs, module genes, and hub genes. RESULTS: A total of 90 DEGs were selected, which included 3 functional modules and 1 hub gene module. CXCL8 module genes were mainly enriched in cytokine-mediated signaling pathways and interleukin (IL)-10 signaling. CCL20 module genes were mainly enriched in the IL-17 signaling pathway and cellular response to IL-1. Hub gene modules mainly involved IL-10, IL-4, and IL-13 signaling pathways. CXCL8, CXCL1, and IL-1β were the top 3 hub genes and were mainly involved in IL-10 signaling. CONCLUSIONS: Bioinformatics analysis using 3 GEO datasets identified CXCL8, CXCL1, and IL-1β, which are involved in IL-10 signaling, as the top 3 hub genes in ulcerative colitis. The findings from this study remain to be validated, but they may contribute to the further understanding of the pathogenesis of ulcerative colitis. International Scientific Literature, Inc. 2021-01-19 /pmc/articles/PMC7824989/ /pubmed/33462173 http://dx.doi.org/10.12659/MSM.927917 Text en © Med Sci Monit, 2021 This work is licensed under Creative Common Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) ) |
spellingShingle | Database Analysis Cao, Feng Cheng, Yun-Sheng Yu, Liang Xu, Yan-Yan Wang, Yong Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title | Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title_full | Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title_fullStr | Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title_full_unstemmed | Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title_short | Bioinformatics Analysis of Differentially Expressed Genes and Protein–Protein Interaction Networks Associated with Functional Pathways in Ulcerative Colitis |
title_sort | bioinformatics analysis of differentially expressed genes and protein–protein interaction networks associated with functional pathways in ulcerative colitis |
topic | Database Analysis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7824989/ https://www.ncbi.nlm.nih.gov/pubmed/33462173 http://dx.doi.org/10.12659/MSM.927917 |
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