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The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease
BACKGROUND: The link between gut microbial dysbiosis and the development of chronic obstructive pulmonary disease (COPD) is of considerable interest. However, little is known regarding the potential for the use of the fecal metagenome for the diagnosis of COPD. METHODS: A total of 80 healthy control...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10405926/ https://www.ncbi.nlm.nih.gov/pubmed/37555072 http://dx.doi.org/10.3389/fmicb.2023.1173614 |
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author | Li, Naijian Yi, Xinzhu Chen, Chiyong Dai, Zhouli Deng, Zhishan Pu, Jinding Zhou, Yumin Li, Bing Wang, Zhang Ran, Pixin |
author_facet | Li, Naijian Yi, Xinzhu Chen, Chiyong Dai, Zhouli Deng, Zhishan Pu, Jinding Zhou, Yumin Li, Bing Wang, Zhang Ran, Pixin |
author_sort | Li, Naijian |
collection | PubMed |
description | BACKGROUND: The link between gut microbial dysbiosis and the development of chronic obstructive pulmonary disease (COPD) is of considerable interest. However, little is known regarding the potential for the use of the fecal metagenome for the diagnosis of COPD. METHODS: A total of 80 healthy controls, 31 patients with COPD severity stages I or II, and 49 patients with COPD severity stages III or IV fecal samples were subjected to metagenomic analysis. We characterized the gut microbiome, identified microbial taxonomic and functional markers, and constructed a COPD disease classifier using samples. RESULTS: The fecal microbial diversity of patients with COPD stages I or II was higher than that of healthy controls, but lower in patients with COPD stages III or IV. Twenty-one, twenty-four, and eleven microbial species, including potential pathogens and pro-inflammatory bacteria, were significantly enriched or depleted in healthy controls, patients with COPD stages I or II, and patients with COPD stages III & IV. The KEGG orthology (KO) gene profiles derived demonstrated notable differences in gut microbial function among the three groups. Moreover, gut microbial taxonomic and functional markers could be used to differentiate patients with COPD from healthy controls, on the basis of areas under receiver operating characteristic curves (AUCs) of 0.8814 and 0.8479, respectively. Notably, the gut microbial taxonomic features differed between healthy individuals and patients in stages I-II COPD, which suggests the utility of fecal metagenomic biomarkers for the diagnosis of COPD (AUC = 0.9207). CONCLUSION: Gut microbiota-targeted biomarkers represent potential non-invasive tools for the diagnosis of COPD. |
format | Online Article Text |
id | pubmed-10405926 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104059262023-08-08 The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease Li, Naijian Yi, Xinzhu Chen, Chiyong Dai, Zhouli Deng, Zhishan Pu, Jinding Zhou, Yumin Li, Bing Wang, Zhang Ran, Pixin Front Microbiol Microbiology BACKGROUND: The link between gut microbial dysbiosis and the development of chronic obstructive pulmonary disease (COPD) is of considerable interest. However, little is known regarding the potential for the use of the fecal metagenome for the diagnosis of COPD. METHODS: A total of 80 healthy controls, 31 patients with COPD severity stages I or II, and 49 patients with COPD severity stages III or IV fecal samples were subjected to metagenomic analysis. We characterized the gut microbiome, identified microbial taxonomic and functional markers, and constructed a COPD disease classifier using samples. RESULTS: The fecal microbial diversity of patients with COPD stages I or II was higher than that of healthy controls, but lower in patients with COPD stages III or IV. Twenty-one, twenty-four, and eleven microbial species, including potential pathogens and pro-inflammatory bacteria, were significantly enriched or depleted in healthy controls, patients with COPD stages I or II, and patients with COPD stages III & IV. The KEGG orthology (KO) gene profiles derived demonstrated notable differences in gut microbial function among the three groups. Moreover, gut microbial taxonomic and functional markers could be used to differentiate patients with COPD from healthy controls, on the basis of areas under receiver operating characteristic curves (AUCs) of 0.8814 and 0.8479, respectively. Notably, the gut microbial taxonomic features differed between healthy individuals and patients in stages I-II COPD, which suggests the utility of fecal metagenomic biomarkers for the diagnosis of COPD (AUC = 0.9207). CONCLUSION: Gut microbiota-targeted biomarkers represent potential non-invasive tools for the diagnosis of COPD. Frontiers Media S.A. 2023-07-25 /pmc/articles/PMC10405926/ /pubmed/37555072 http://dx.doi.org/10.3389/fmicb.2023.1173614 Text en Copyright © 2023 Li, Yi, Chen, Dai, Deng, Pu, Zhou, Li, Wang and Ran. 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 | Microbiology Li, Naijian Yi, Xinzhu Chen, Chiyong Dai, Zhouli Deng, Zhishan Pu, Jinding Zhou, Yumin Li, Bing Wang, Zhang Ran, Pixin The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title | The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title_full | The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title_fullStr | The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title_full_unstemmed | The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title_short | The gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
title_sort | gut microbiome as a potential source of non-invasive biomarkers of chronic obstructive pulmonary disease |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10405926/ https://www.ncbi.nlm.nih.gov/pubmed/37555072 http://dx.doi.org/10.3389/fmicb.2023.1173614 |
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