Integrated analysis of microbe-host interactions in Crohn's disease reveals potential mechanisms of microbial proteins on host gene expression

Detalhes bibliográficos
Autor(a) principal: Sudhakar, Padhmanand
Data de Publicação: 2022
Outros Autores: Andrighetti, Tahila [UNESP], Verstockt, Sare, Caenepeel, Clara, Ferrante, Marc, Sabino, João, Verstockt, Bram, Vermeire, Severine
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1016/j.isci.2022.103963
http://hdl.handle.net/11449/239900
Resumo: 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.
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spelling Integrated analysis of microbe-host interactions in Crohn's disease reveals potential mechanisms of microbial proteins on host gene expressionGastroenterologyMicrobiomeMolecular geneticsInflammatory 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.AbbVieJanssen Research and DevelopmentTakeda Pharmaceuticals North AmericaAmgen FoundationBiogenFerringKaryopharm TherapeuticsLeona M. and Harry B. Helmsley Charitable TrustNestlé Health SciencePfizerH2020 European Research CouncilFonds Wetenschappelijk OnderzoekKU Leuven Department of Chronic Diseases Metabolism and Ageing Translational Research Center for Gastrointestinal Disorders (TARGID) IBD group, ON I Herestraat 49 - box 701Institute of Biosciences São Paulo University (UNESP), SPDepartment of Gastroenterology and Hepatology University Hospitals Leuven KU LeuvenInstitute of Biosciences São Paulo University (UNESP), SPH2020 European Research Council: CrUCCialH2020 European Research Council: ERC-2015-AdG, 694679Fonds Wetenschappelijk Onderzoek: S008419NIBD groupUniversidade Estadual Paulista (UNESP)KU LeuvenSudhakar, PadhmanandAndrighetti, Tahila [UNESP]Verstockt, SareCaenepeel, ClaraFerrante, MarcSabino, JoãoVerstockt, BramVermeire, Severine2023-03-01T19:52:25Z2023-03-01T19:52:25Z2022-05-20info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.1016/j.isci.2022.103963iScience, v. 25, n. 5, 2022.2589-0042http://hdl.handle.net/11449/23990010.1016/j.isci.2022.1039632-s2.0-85128358190Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengiScienceinfo:eu-repo/semantics/openAccess2023-03-01T19:52:25Zoai:repositorio.unesp.br:11449/239900Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462023-03-01T19:52:25Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv 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
spellingShingle Integrated analysis of microbe-host interactions in Crohn's disease reveals potential mechanisms of microbial proteins on host gene expression
Sudhakar, Padhmanand
Gastroenterology
Microbiome
Molecular genetics
title_short 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_sort Integrated analysis of microbe-host interactions in Crohn's disease reveals potential mechanisms of microbial proteins on host gene expression
author Sudhakar, Padhmanand
author_facet Sudhakar, Padhmanand
Andrighetti, Tahila [UNESP]
Verstockt, Sare
Caenepeel, Clara
Ferrante, Marc
Sabino, João
Verstockt, Bram
Vermeire, Severine
author_role author
author2 Andrighetti, Tahila [UNESP]
Verstockt, Sare
Caenepeel, Clara
Ferrante, Marc
Sabino, João
Verstockt, Bram
Vermeire, Severine
author2_role author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv IBD group
Universidade Estadual Paulista (UNESP)
KU Leuven
dc.contributor.author.fl_str_mv Sudhakar, Padhmanand
Andrighetti, Tahila [UNESP]
Verstockt, Sare
Caenepeel, Clara
Ferrante, Marc
Sabino, João
Verstockt, Bram
Vermeire, Severine
dc.subject.por.fl_str_mv Gastroenterology
Microbiome
Molecular genetics
topic Gastroenterology
Microbiome
Molecular genetics
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.
publishDate 2022
dc.date.none.fl_str_mv 2022-05-20
2023-03-01T19:52:25Z
2023-03-01T19:52:25Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1016/j.isci.2022.103963
iScience, v. 25, n. 5, 2022.
2589-0042
http://hdl.handle.net/11449/239900
10.1016/j.isci.2022.103963
2-s2.0-85128358190
url http://dx.doi.org/10.1016/j.isci.2022.103963
http://hdl.handle.net/11449/239900
identifier_str_mv iScience, v. 25, n. 5, 2022.
2589-0042
10.1016/j.isci.2022.103963
2-s2.0-85128358190
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv iScience
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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