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Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a universal respiratory disease resulting from the complex interactions between genes and environmental conditions. The process of COPD is deteriorated by repeated episodes of exacerbations, which are the primary reason for COPD-related mor...

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Autores principales: Yang, Jing, Zhang, Qiang, Zhang, Jun, Ouyang, Yan, Sun, Zepeng, Liu, Xinlong, Qaio, Feng, Xu, Li-Qun, Niu, Yunfei, Li, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966909/
https://www.ncbi.nlm.nih.gov/pubmed/35369515
http://dx.doi.org/10.3389/fmicb.2022.818281
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author Yang, Jing
Zhang, Qiang
Zhang, Jun
Ouyang, Yan
Sun, Zepeng
Liu, Xinlong
Qaio, Feng
Xu, Li-Qun
Niu, Yunfei
Li, Jian
author_facet Yang, Jing
Zhang, Qiang
Zhang, Jun
Ouyang, Yan
Sun, Zepeng
Liu, Xinlong
Qaio, Feng
Xu, Li-Qun
Niu, Yunfei
Li, Jian
author_sort Yang, Jing
collection PubMed
description BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a universal respiratory disease resulting from the complex interactions between genes and environmental conditions. The process of COPD is deteriorated by repeated episodes of exacerbations, which are the primary reason for COPD-related morbidity and mortality. Bacterial pathogens are commonly identified in patients’ respiratory tracts both in the stable state and during acute exacerbations, with significant changes in the prevalence of airway bacteria occurring during acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Therefore, the changes in microbial composition and host inflammatory responses will be necessary to investigate the mechanistic link between the airway microbiome and chronic pulmonary inflammation in COPD patients. METHODS: We performed metatranscriptomic and metagenomic sequencing on sputum samples for twelve AECOPD patients before treatment and for four of them stable COPD (stabilization of AECOPD patients after treatment). Sequencing reads were classified by Kraken2, and the host gene expression was analyzed by Hisat2 and HTseq. The correlation between genes was obtained by the Spearman correlation coefficient. Mann–Whitney U-test was applied to identify microbes that exhibit significantly different distribution in two groups. RESULTS: At the phyla level, the top 5 dominant phyla were Firmicutes, Actinobacteria, Proteobacteria, Bacteroidetes, and Fusobacteria. The proportion of dominant gates in metagenomic data was similar in metatranscriptomic data. There were significant differences in the abundance of specific microorganisms at the class level between the two methods. No significant difference between AECOPD and stable COPD was found. However, the different expression levels of 5 host genes were significantly increased in stable COPD and were involved in immune response and inflammatory pathways, which were associated with macrophages. CONCLUSION: Our study may provide a clue to investigate the mechanism of COPD and potential biomarkers in clinical diagnosis and treatment.
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spelling pubmed-89669092022-03-31 Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing Yang, Jing Zhang, Qiang Zhang, Jun Ouyang, Yan Sun, Zepeng Liu, Xinlong Qaio, Feng Xu, Li-Qun Niu, Yunfei Li, Jian Front Microbiol Microbiology BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a universal respiratory disease resulting from the complex interactions between genes and environmental conditions. The process of COPD is deteriorated by repeated episodes of exacerbations, which are the primary reason for COPD-related morbidity and mortality. Bacterial pathogens are commonly identified in patients’ respiratory tracts both in the stable state and during acute exacerbations, with significant changes in the prevalence of airway bacteria occurring during acute exacerbation of chronic obstructive pulmonary disease (AECOPD). Therefore, the changes in microbial composition and host inflammatory responses will be necessary to investigate the mechanistic link between the airway microbiome and chronic pulmonary inflammation in COPD patients. METHODS: We performed metatranscriptomic and metagenomic sequencing on sputum samples for twelve AECOPD patients before treatment and for four of them stable COPD (stabilization of AECOPD patients after treatment). Sequencing reads were classified by Kraken2, and the host gene expression was analyzed by Hisat2 and HTseq. The correlation between genes was obtained by the Spearman correlation coefficient. Mann–Whitney U-test was applied to identify microbes that exhibit significantly different distribution in two groups. RESULTS: At the phyla level, the top 5 dominant phyla were Firmicutes, Actinobacteria, Proteobacteria, Bacteroidetes, and Fusobacteria. The proportion of dominant gates in metagenomic data was similar in metatranscriptomic data. There were significant differences in the abundance of specific microorganisms at the class level between the two methods. No significant difference between AECOPD and stable COPD was found. However, the different expression levels of 5 host genes were significantly increased in stable COPD and were involved in immune response and inflammatory pathways, which were associated with macrophages. CONCLUSION: Our study may provide a clue to investigate the mechanism of COPD and potential biomarkers in clinical diagnosis and treatment. Frontiers Media S.A. 2022-03-16 /pmc/articles/PMC8966909/ /pubmed/35369515 http://dx.doi.org/10.3389/fmicb.2022.818281 Text en Copyright © 2022 Yang, Zhang, Zhang, Ouyang, Sun, Liu, Qaio, Xu, Niu and Li. 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
Yang, Jing
Zhang, Qiang
Zhang, Jun
Ouyang, Yan
Sun, Zepeng
Liu, Xinlong
Qaio, Feng
Xu, Li-Qun
Niu, Yunfei
Li, Jian
Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title_full Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title_fullStr Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title_full_unstemmed Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title_short Exploring the Change of Host and Microorganism in Chronic Obstructive Pulmonary Disease Patients Based on Metagenomic and Metatranscriptomic Sequencing
title_sort exploring the change of host and microorganism in chronic obstructive pulmonary disease patients based on metagenomic and metatranscriptomic sequencing
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8966909/
https://www.ncbi.nlm.nih.gov/pubmed/35369515
http://dx.doi.org/10.3389/fmicb.2022.818281
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