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Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach
Crohn’s disease (CD) and ulcerative colitis (UC), the two main forms of inflammatory bowel disease (IBD), affect several million people worldwide. CD and UC are characterized by periods of clinical remission and relapse. Although IBD patients present chronic alterations of the gut microbiome, called...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665270/ https://www.ncbi.nlm.nih.gov/pubmed/34938418 http://dx.doi.org/10.1016/j.csbj.2021.11.037 |
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author | Serrano-Gómez, Gerard Mayorga, Luis Oyarzun, Iñigo Roca, Joaquim Borruel, Natalia Casellas, Francesc Varela, Encarna Pozuelo, Marta Machiels, Kathleen Guarner, Francisco Vermeire, Severine Manichanh, Chaysavanh |
author_facet | Serrano-Gómez, Gerard Mayorga, Luis Oyarzun, Iñigo Roca, Joaquim Borruel, Natalia Casellas, Francesc Varela, Encarna Pozuelo, Marta Machiels, Kathleen Guarner, Francisco Vermeire, Severine Manichanh, Chaysavanh |
author_sort | Serrano-Gómez, Gerard |
collection | PubMed |
description | Crohn’s disease (CD) and ulcerative colitis (UC), the two main forms of inflammatory bowel disease (IBD), affect several million people worldwide. CD and UC are characterized by periods of clinical remission and relapse. Although IBD patients present chronic alterations of the gut microbiome, called dysbiosis, little attention has been devoted to the relapse-related microbiome. To address this gap, we generated shotgun metagenomic data from the stools of two European cohorts—134 Spanish (followed up for one year) and 49 Belgian (followed up for 6 months) subjects—to characterize the microbial taxonomic and metabolic profiles present. To assess the predictive value of microbiome data, we added the taxonomic profiles generated from a previous study of 130 Americans. Our results revealed that CD was more dysbiotic than UC compared to healthy controls (HC) and that strategies for energy extraction and propionate production were different in CD compared to UC and HC. Remarkably, CD and UC relapses were not associated with alpha- or beta-diversity, or with a dysbiotic score. However, CD relapse was linked to alterations at the species and metabolic pathway levels, including those involved in propionate production. The random forest method using taxonomic profiles allowed the prediction of CD vs. non-CD with an AUC = 0.938, UC vs. HC with an AUC = 0.646, and CD relapse vs. remission with an AUC = 0.769. Our study validates previous taxonomic findings, points to different relapse-related growth and defence mechanisms in CD compared to UC and HC and provides biomarkers to discriminate IBD subtypes and predict disease activity. |
format | Online Article Text |
id | pubmed-8665270 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-86652702021-12-21 Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach Serrano-Gómez, Gerard Mayorga, Luis Oyarzun, Iñigo Roca, Joaquim Borruel, Natalia Casellas, Francesc Varela, Encarna Pozuelo, Marta Machiels, Kathleen Guarner, Francisco Vermeire, Severine Manichanh, Chaysavanh Comput Struct Biotechnol J Research Article Crohn’s disease (CD) and ulcerative colitis (UC), the two main forms of inflammatory bowel disease (IBD), affect several million people worldwide. CD and UC are characterized by periods of clinical remission and relapse. Although IBD patients present chronic alterations of the gut microbiome, called dysbiosis, little attention has been devoted to the relapse-related microbiome. To address this gap, we generated shotgun metagenomic data from the stools of two European cohorts—134 Spanish (followed up for one year) and 49 Belgian (followed up for 6 months) subjects—to characterize the microbial taxonomic and metabolic profiles present. To assess the predictive value of microbiome data, we added the taxonomic profiles generated from a previous study of 130 Americans. Our results revealed that CD was more dysbiotic than UC compared to healthy controls (HC) and that strategies for energy extraction and propionate production were different in CD compared to UC and HC. Remarkably, CD and UC relapses were not associated with alpha- or beta-diversity, or with a dysbiotic score. However, CD relapse was linked to alterations at the species and metabolic pathway levels, including those involved in propionate production. The random forest method using taxonomic profiles allowed the prediction of CD vs. non-CD with an AUC = 0.938, UC vs. HC with an AUC = 0.646, and CD relapse vs. remission with an AUC = 0.769. Our study validates previous taxonomic findings, points to different relapse-related growth and defence mechanisms in CD compared to UC and HC and provides biomarkers to discriminate IBD subtypes and predict disease activity. Research Network of Computational and Structural Biotechnology 2021-12-02 /pmc/articles/PMC8665270/ /pubmed/34938418 http://dx.doi.org/10.1016/j.csbj.2021.11.037 Text en © 2021 The Author(s) 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 | Research Article Serrano-Gómez, Gerard Mayorga, Luis Oyarzun, Iñigo Roca, Joaquim Borruel, Natalia Casellas, Francesc Varela, Encarna Pozuelo, Marta Machiels, Kathleen Guarner, Francisco Vermeire, Severine Manichanh, Chaysavanh Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title | Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title_full | Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title_fullStr | Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title_full_unstemmed | Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title_short | Dysbiosis and relapse-related microbiome in inflammatory bowel disease: A shotgun metagenomic approach |
title_sort | dysbiosis and relapse-related microbiome in inflammatory bowel disease: a shotgun metagenomic approach |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8665270/ https://www.ncbi.nlm.nih.gov/pubmed/34938418 http://dx.doi.org/10.1016/j.csbj.2021.11.037 |
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