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Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer
BACKGROUND: Inflammatory bowel diseases, including ulcerative colitis (UC) and Crohn’s disease, are some of the most common inflammatory disorders of the gastrointestinal tract. The dysfunction of the immune system in the intestines is suggested to be the underlying cause of the pathogenesis of UC....
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893113/ https://www.ncbi.nlm.nih.gov/pubmed/36742294 http://dx.doi.org/10.3389/fimmu.2023.1086898 |
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author | Pan, Zhaoji Lin, Hao Fu, Yanyan Zeng, Fanpeng Gu, Feng Niu, Guoping Fang, Jian Gu, Bing |
author_facet | Pan, Zhaoji Lin, Hao Fu, Yanyan Zeng, Fanpeng Gu, Feng Niu, Guoping Fang, Jian Gu, Bing |
author_sort | Pan, Zhaoji |
collection | PubMed |
description | BACKGROUND: Inflammatory bowel diseases, including ulcerative colitis (UC) and Crohn’s disease, are some of the most common inflammatory disorders of the gastrointestinal tract. The dysfunction of the immune system in the intestines is suggested to be the underlying cause of the pathogenesis of UC. However, the mechanisms regulating these dysfunctional immune cells and inflammatory phenotypes are still unclear. METHODS: The differential expression analysis on microarray datasets were performed including GSE24287, GSE87466, GSE102133, and GSE107499, including 376 samples. “Gene Ontology” and “Kyoto Encyclopedia of Genes and Genomes” pathway enrichment analyses were conducted to identify the common differentially expressed genes (DEGs) in these datasets and explore their underlying biological mechanisms. Further algorithms like “Cell-type Identification by Estimating Relative Subsets of RNA Transcripts” were used to determine the infiltration status of immune cells in patients with UC. “Cytoscape” and “Gene Set Enrichment Analysis” were used to screen for hub genes and to investigate their biological mechanisms. The Tumor Immune Estimation Resource database was used to study the correlation between hub genes and infiltrating immune cells in patients with UC. A total of three hub genes, CCL3, MMP3, and TIMP1, were identified using Cytoscape. RESULTS: A positive correlation was observed between these hub genes and patients with active UC. These genes served as a biomarker for active UC. Moreover, a decrease in CCL3, MMP3, and TIMP1 expression was observed in the mucosa of the intestine of patients with active UC who responded to Golimumab therapy. In addition, results show a significant positive correlation between CCL3, MMP3, and TIMP1 expression and different immune cell types including dendritic cells, macrophages, CD8+ T cells, and neutrophils in patients with colon cancer. Moreover, CCL3, MMP3, and TIMP1 expression were strongly correlated with different immune cell markers. CONCLUSION: Study results show the involvement of hub genes like CCL3, MMP3, and TIMP1 in the pathogenesis of UC. These genes could serve as a novel pharmacological regulator of UC. These could be used as a therapeutic target for treating patients with UC and may serve as biomarkers for immune cell infiltration in colon cancer. |
format | Online Article Text |
id | pubmed-9893113 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98931132023-02-03 Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer Pan, Zhaoji Lin, Hao Fu, Yanyan Zeng, Fanpeng Gu, Feng Niu, Guoping Fang, Jian Gu, Bing Front Immunol Immunology BACKGROUND: Inflammatory bowel diseases, including ulcerative colitis (UC) and Crohn’s disease, are some of the most common inflammatory disorders of the gastrointestinal tract. The dysfunction of the immune system in the intestines is suggested to be the underlying cause of the pathogenesis of UC. However, the mechanisms regulating these dysfunctional immune cells and inflammatory phenotypes are still unclear. METHODS: The differential expression analysis on microarray datasets were performed including GSE24287, GSE87466, GSE102133, and GSE107499, including 376 samples. “Gene Ontology” and “Kyoto Encyclopedia of Genes and Genomes” pathway enrichment analyses were conducted to identify the common differentially expressed genes (DEGs) in these datasets and explore their underlying biological mechanisms. Further algorithms like “Cell-type Identification by Estimating Relative Subsets of RNA Transcripts” were used to determine the infiltration status of immune cells in patients with UC. “Cytoscape” and “Gene Set Enrichment Analysis” were used to screen for hub genes and to investigate their biological mechanisms. The Tumor Immune Estimation Resource database was used to study the correlation between hub genes and infiltrating immune cells in patients with UC. A total of three hub genes, CCL3, MMP3, and TIMP1, were identified using Cytoscape. RESULTS: A positive correlation was observed between these hub genes and patients with active UC. These genes served as a biomarker for active UC. Moreover, a decrease in CCL3, MMP3, and TIMP1 expression was observed in the mucosa of the intestine of patients with active UC who responded to Golimumab therapy. In addition, results show a significant positive correlation between CCL3, MMP3, and TIMP1 expression and different immune cell types including dendritic cells, macrophages, CD8+ T cells, and neutrophils in patients with colon cancer. Moreover, CCL3, MMP3, and TIMP1 expression were strongly correlated with different immune cell markers. CONCLUSION: Study results show the involvement of hub genes like CCL3, MMP3, and TIMP1 in the pathogenesis of UC. These genes could serve as a novel pharmacological regulator of UC. These could be used as a therapeutic target for treating patients with UC and may serve as biomarkers for immune cell infiltration in colon cancer. Frontiers Media S.A. 2023-01-19 /pmc/articles/PMC9893113/ /pubmed/36742294 http://dx.doi.org/10.3389/fimmu.2023.1086898 Text en Copyright © 2023 Pan, Lin, Fu, Zeng, Gu, Niu, Fang and Gu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Pan, Zhaoji Lin, Hao Fu, Yanyan Zeng, Fanpeng Gu, Feng Niu, Guoping Fang, Jian Gu, Bing Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title | Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title_full | Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title_fullStr | Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title_full_unstemmed | Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title_short | Identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
title_sort | identification of gene signatures associated with ulcerative colitis and the association with immune infiltrates in colon cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9893113/ https://www.ncbi.nlm.nih.gov/pubmed/36742294 http://dx.doi.org/10.3389/fimmu.2023.1086898 |
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