Cargando…

Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis

Patients with inflammatory bowel disease (IBD), including ulcerative colitis and Crohn’s disease, are at higher risk to develop colorectal cancer (CRC). However, the underlying mechanisms of this predisposition remain elusive. We performed in-depth comparative computational analyses to gain new insi...

Descripción completa

Detalles Bibliográficos
Autores principales: Derakhshani, Afshin, Javadrashid, Darya, Hemmat, Nima, Dufour, Antoine, Solimando, Antonio Giovanni, Abdoli Shadbad, Mahdi, Duijf, Pascal H. G., Brunetti, Oronzo, Silvestris, Nicola, Baradaran, Behzad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9008839/
https://www.ncbi.nlm.nih.gov/pubmed/35432477
http://dx.doi.org/10.3389/fgene.2022.848646
_version_ 1784687150870036480
author Derakhshani, Afshin
Javadrashid, Darya
Hemmat, Nima
Dufour, Antoine
Solimando, Antonio Giovanni
Abdoli Shadbad, Mahdi
Duijf, Pascal H. G.
Brunetti, Oronzo
Silvestris, Nicola
Baradaran, Behzad
author_facet Derakhshani, Afshin
Javadrashid, Darya
Hemmat, Nima
Dufour, Antoine
Solimando, Antonio Giovanni
Abdoli Shadbad, Mahdi
Duijf, Pascal H. G.
Brunetti, Oronzo
Silvestris, Nicola
Baradaran, Behzad
author_sort Derakhshani, Afshin
collection PubMed
description Patients with inflammatory bowel disease (IBD), including ulcerative colitis and Crohn’s disease, are at higher risk to develop colorectal cancer (CRC). However, the underlying mechanisms of this predisposition remain elusive. We performed in-depth comparative computational analyses to gain new insights, including weighted gene co-expression network analysis (WGCNA) and gene ontology and pathway enrichment analyses, using gene expression datasets from IBD and CRC patients. When individually comparing IBD and CRC to normal control samples, we identified clusters of highly correlated genes, differentially expressed genes, and module-trait associations specific for each disease. When comparing IBD to CRC, we identified common hub genes and commonly enriched pathways. Most notably, IBD and CRC share significantly increased expression of five genes (MMP10, LCN2, REG1A, REG3A, and DUOX2), enriched inflammatory and neutrophil activation pathways and, most notably, highly significant enrichment of IL-4 and IL-13 signaling. Thus, our work expands our knowledge about the intricate relationship between IBD and CRC development and provides new rationales for developing novel therapeutic strategies.
format Online
Article
Text
id pubmed-9008839
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-90088392022-04-15 Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis Derakhshani, Afshin Javadrashid, Darya Hemmat, Nima Dufour, Antoine Solimando, Antonio Giovanni Abdoli Shadbad, Mahdi Duijf, Pascal H. G. Brunetti, Oronzo Silvestris, Nicola Baradaran, Behzad Front Genet Genetics Patients with inflammatory bowel disease (IBD), including ulcerative colitis and Crohn’s disease, are at higher risk to develop colorectal cancer (CRC). However, the underlying mechanisms of this predisposition remain elusive. We performed in-depth comparative computational analyses to gain new insights, including weighted gene co-expression network analysis (WGCNA) and gene ontology and pathway enrichment analyses, using gene expression datasets from IBD and CRC patients. When individually comparing IBD and CRC to normal control samples, we identified clusters of highly correlated genes, differentially expressed genes, and module-trait associations specific for each disease. When comparing IBD to CRC, we identified common hub genes and commonly enriched pathways. Most notably, IBD and CRC share significantly increased expression of five genes (MMP10, LCN2, REG1A, REG3A, and DUOX2), enriched inflammatory and neutrophil activation pathways and, most notably, highly significant enrichment of IL-4 and IL-13 signaling. Thus, our work expands our knowledge about the intricate relationship between IBD and CRC development and provides new rationales for developing novel therapeutic strategies. Frontiers Media S.A. 2022-03-31 /pmc/articles/PMC9008839/ /pubmed/35432477 http://dx.doi.org/10.3389/fgene.2022.848646 Text en Copyright © 2022 Derakhshani, Javadrashid, Hemmat, Dufour, Solimando, Abdoli Shadbad, Duijf, Brunetti, Silvestris and Baradaran. 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 Genetics
Derakhshani, Afshin
Javadrashid, Darya
Hemmat, Nima
Dufour, Antoine
Solimando, Antonio Giovanni
Abdoli Shadbad, Mahdi
Duijf, Pascal H. G.
Brunetti, Oronzo
Silvestris, Nicola
Baradaran, Behzad
Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title_full Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title_fullStr Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title_full_unstemmed Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title_short Identification of Common and Distinct Pathways in Inflammatory Bowel Disease and Colorectal Cancer: A Hypothesis Based on Weighted Gene Co-Expression Network Analysis
title_sort identification of common and distinct pathways in inflammatory bowel disease and colorectal cancer: a hypothesis based on weighted gene co-expression network analysis
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9008839/
https://www.ncbi.nlm.nih.gov/pubmed/35432477
http://dx.doi.org/10.3389/fgene.2022.848646
work_keys_str_mv AT derakhshaniafshin identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT javadrashiddarya identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT hemmatnima identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT dufourantoine identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT solimandoantoniogiovanni identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT abdolishadbadmahdi identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT duijfpascalhg identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT brunettioronzo identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT silvestrisnicola identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis
AT baradaranbehzad identificationofcommonanddistinctpathwaysininflammatoryboweldiseaseandcolorectalcancerahypothesisbasedonweightedgenecoexpressionnetworkanalysis