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Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression
Inflammatory responses of the intestinal epithelial barrier in patients with Crohn’s disease (CD), a chronic inflammatory bowel disease (IBD), are associated with gut microbial alterations. At a community level, there is scarce mechanistic evidence on the effects of gut microbial alterations on host...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035720/ https://www.ncbi.nlm.nih.gov/pubmed/35479407 http://dx.doi.org/10.1016/j.isci.2022.103963 |
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author | Sudhakar, Padhmanand Andrighetti, Tahila Verstockt, Sare Caenepeel, Clara Ferrante, Marc Sabino, João Verstockt, Bram Vermeire, Severine |
author_facet | Sudhakar, Padhmanand Andrighetti, Tahila Verstockt, Sare Caenepeel, Clara Ferrante, Marc Sabino, João Verstockt, Bram Vermeire, Severine |
author_sort | Sudhakar, Padhmanand |
collection | PubMed |
description | Inflammatory responses of the intestinal epithelial barrier in patients with Crohn’s disease (CD), a chronic inflammatory bowel disease (IBD), are associated with gut microbial alterations. At a community level, there is scarce mechanistic evidence on the effects of gut microbial alterations on host mucosal barrier responses. We used a computational microbe-host interaction prediction framework based on network diffusion and systems biology to integrate publicly available paired gut microbial and intestinal gene expression datasets. The ileal signaling network potentially modulated by the microbiota was enriched with immune-related pathways such as those associated with IL-4, IL-2, IL-13, NFkB, and toll-like receptors. We identified bacterial proteins eliciting post-translational modifications on host receptors, resulting in the de-repression of pro-inflammatory cytokines via critical hub proteins such as NFkB. The signaling networks were over-represented with CD associated genes and CD drug targets. Using datasets generated from our validation cohorts, we confirmed some of the results. |
format | Online Article Text |
id | pubmed-9035720 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-90357202022-04-26 Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression Sudhakar, Padhmanand Andrighetti, Tahila Verstockt, Sare Caenepeel, Clara Ferrante, Marc Sabino, João Verstockt, Bram Vermeire, Severine iScience Article Inflammatory responses of the intestinal epithelial barrier in patients with Crohn’s disease (CD), a chronic inflammatory bowel disease (IBD), are associated with gut microbial alterations. At a community level, there is scarce mechanistic evidence on the effects of gut microbial alterations on host mucosal barrier responses. We used a computational microbe-host interaction prediction framework based on network diffusion and systems biology to integrate publicly available paired gut microbial and intestinal gene expression datasets. The ileal signaling network potentially modulated by the microbiota was enriched with immune-related pathways such as those associated with IL-4, IL-2, IL-13, NFkB, and toll-like receptors. We identified bacterial proteins eliciting post-translational modifications on host receptors, resulting in the de-repression of pro-inflammatory cytokines via critical hub proteins such as NFkB. The signaling networks were over-represented with CD associated genes and CD drug targets. Using datasets generated from our validation cohorts, we confirmed some of the results. Elsevier 2022-02-22 /pmc/articles/PMC9035720/ /pubmed/35479407 http://dx.doi.org/10.1016/j.isci.2022.103963 Text en © 2022 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Article Sudhakar, Padhmanand Andrighetti, Tahila Verstockt, Sare Caenepeel, Clara Ferrante, Marc Sabino, João Verstockt, Bram Vermeire, Severine Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title | Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title_full | Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title_fullStr | Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title_full_unstemmed | Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title_short | Integrated analysis of microbe-host interactions in Crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
title_sort | integrated analysis of microbe-host interactions in crohn’s disease reveals potential mechanisms of microbial proteins on host gene expression |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035720/ https://www.ncbi.nlm.nih.gov/pubmed/35479407 http://dx.doi.org/10.1016/j.isci.2022.103963 |
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