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A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression

The human gut microbiota plays a dual key role in maintaining human health or inducing disorders, for example, obesity, type 2 diabetes, and cancers such as colorectal cancer (CRC). High-throughput data analysis, such as metagenomics and metabolomics, have shown the diverse effects of alterations in...

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Autores principales: Salahshouri, Pejman, Emadi-Baygi, Modjtaba, Jalili, Mahdi, Khan, Faiz M., Wolkenhauer, Olaf, Salehzadeh-Yazdi, Ali
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303431/
https://www.ncbi.nlm.nih.gov/pubmed/34357350
http://dx.doi.org/10.3390/metabo11070456
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author Salahshouri, Pejman
Emadi-Baygi, Modjtaba
Jalili, Mahdi
Khan, Faiz M.
Wolkenhauer, Olaf
Salehzadeh-Yazdi, Ali
author_facet Salahshouri, Pejman
Emadi-Baygi, Modjtaba
Jalili, Mahdi
Khan, Faiz M.
Wolkenhauer, Olaf
Salehzadeh-Yazdi, Ali
author_sort Salahshouri, Pejman
collection PubMed
description The human gut microbiota plays a dual key role in maintaining human health or inducing disorders, for example, obesity, type 2 diabetes, and cancers such as colorectal cancer (CRC). High-throughput data analysis, such as metagenomics and metabolomics, have shown the diverse effects of alterations in dynamic bacterial populations on the initiation and progression of colorectal cancer. However, it is well established that microbiome and human cells constantly influence each other, so it is not appropriate to study them independently. Genome-scale metabolic modeling is a well-established mathematical framework that describes the dynamic behavior of these two axes at the system level. In this study, we created community microbiome models of three conditions during colorectal cancer progression, including carcinoma, adenoma and health status, and showed how changes in the microbial population influence intestinal secretions. Conclusively, our findings showed that alterations in the gut microbiome might provoke mutations and transform adenomas into carcinomas. These alterations include the secretion of mutagenic metabolites such as H(2)S, NO compounds, spermidine and TMA (trimethylamine), as well as the reduction of butyrate. Furthermore, we found that the colorectal cancer microbiome can promote inflammation, cancer progression (e.g., angiogenesis) and cancer prevention (e.g., apoptosis) by increasing and decreasing certain metabolites such as histamine, glutamine and pyruvate. Thus, modulating the gut microbiome could be a promising strategy for the prevention and treatment of CRC.
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spelling pubmed-83034312021-07-25 A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression Salahshouri, Pejman Emadi-Baygi, Modjtaba Jalili, Mahdi Khan, Faiz M. Wolkenhauer, Olaf Salehzadeh-Yazdi, Ali Metabolites Article The human gut microbiota plays a dual key role in maintaining human health or inducing disorders, for example, obesity, type 2 diabetes, and cancers such as colorectal cancer (CRC). High-throughput data analysis, such as metagenomics and metabolomics, have shown the diverse effects of alterations in dynamic bacterial populations on the initiation and progression of colorectal cancer. However, it is well established that microbiome and human cells constantly influence each other, so it is not appropriate to study them independently. Genome-scale metabolic modeling is a well-established mathematical framework that describes the dynamic behavior of these two axes at the system level. In this study, we created community microbiome models of three conditions during colorectal cancer progression, including carcinoma, adenoma and health status, and showed how changes in the microbial population influence intestinal secretions. Conclusively, our findings showed that alterations in the gut microbiome might provoke mutations and transform adenomas into carcinomas. These alterations include the secretion of mutagenic metabolites such as H(2)S, NO compounds, spermidine and TMA (trimethylamine), as well as the reduction of butyrate. Furthermore, we found that the colorectal cancer microbiome can promote inflammation, cancer progression (e.g., angiogenesis) and cancer prevention (e.g., apoptosis) by increasing and decreasing certain metabolites such as histamine, glutamine and pyruvate. Thus, modulating the gut microbiome could be a promising strategy for the prevention and treatment of CRC. MDPI 2021-07-15 /pmc/articles/PMC8303431/ /pubmed/34357350 http://dx.doi.org/10.3390/metabo11070456 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Salahshouri, Pejman
Emadi-Baygi, Modjtaba
Jalili, Mahdi
Khan, Faiz M.
Wolkenhauer, Olaf
Salehzadeh-Yazdi, Ali
A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title_full A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title_fullStr A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title_full_unstemmed A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title_short A Metabolic Model of Intestinal Secretions: The Link between Human Microbiota and Colorectal Cancer Progression
title_sort metabolic model of intestinal secretions: the link between human microbiota and colorectal cancer progression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8303431/
https://www.ncbi.nlm.nih.gov/pubmed/34357350
http://dx.doi.org/10.3390/metabo11070456
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