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A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels
Little is known about the underlying airway microbiome diversity in chronic obstructive pulmonary disease (COPD) at in-depth taxonomic levels. Here we present the first insights on the COPD airway microbiome at species and strain-levels. The full-length 16S rRNA gene was characterized from sputum in...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7406711/ https://www.ncbi.nlm.nih.gov/pubmed/32849386 http://dx.doi.org/10.3389/fmicb.2020.01758 |
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author | Wang, Zhang Liu, Haiyue Wang, Fengyan Yang, Yuqiong Wang, Xiaojuan Chen, Boxuan Stampfli, Martin R. Zhou, Hongwei Shu, Wensheng Brightling, Christopher E. Liang, Zhenyu Chen, Rongchang |
author_facet | Wang, Zhang Liu, Haiyue Wang, Fengyan Yang, Yuqiong Wang, Xiaojuan Chen, Boxuan Stampfli, Martin R. Zhou, Hongwei Shu, Wensheng Brightling, Christopher E. Liang, Zhenyu Chen, Rongchang |
author_sort | Wang, Zhang |
collection | PubMed |
description | Little is known about the underlying airway microbiome diversity in chronic obstructive pulmonary disease (COPD) at in-depth taxonomic levels. Here we present the first insights on the COPD airway microbiome at species and strain-levels. The full-length 16S rRNA gene was characterized from sputum in 98 COPD patients and 27 age-matched healthy controls, using the Pacific Biosciences sequencing platform. Individual species within the same genus exhibited reciprocal relationships with COPD and disease severity. Species dominant in health can be taken over by another species within the same genus but with potentially increasing pathogenicity in severe COPD patients. Ralstonia mannitolilytica, an opportunistic pathogen, was significantly increased in frequent exacerbators (fold-change = 4.94, FDR P = 0.005). There were distinct patterns of interaction between bacterial species and host inflammatory mediators according to neutrophilic or eosinophilic inflammations, two major airway inflammatory phenotypes in COPD. Haemophilus influenzae, Moraxella catarrhalis, Pseudomonas aeruginosa, and Neisseria meningitidis were associated with enhanced Th1, Th17 and pro-inflammatory mediators, while a group of seven species including Tropheryma whipplei were specifically associated with Th2 mediators related to eosinophilia. We developed an automated pipeline to assign strain-level taxonomy leveraging bacterial intra-genomic 16S allele frequency. Using this pipeline we further resolved three non-typeable H. influenzae strains PittEE, PittGG and 86-028NP with reasonable precision and uncovered strain-level variation related to airway inflammation. In particular, 86-028NP and PittGG strains exhibited inverse associations with Th2 chemokines CCL17 and CCL13, suggesting their abundances may inversely predict eosinophilic inflammation. A systematic comparison of 16S hypervariable regions indicated V1V3 instead of the commonly used V4 region was the best surrogate for airway microbiome. The full-length 16S data augmented the power of functional inference, which slightly better recapitulated the actual metagenomes. This led to the unique identification of butyrate-producing and nitrate reduction pathways as depleted in COPD. Our analysis uncovered finer-scale airway microbial diversity that was previously underappreciated, thus enabled a refined view of the airway microbiome in COPD. |
format | Online Article Text |
id | pubmed-7406711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-74067112020-08-25 A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels Wang, Zhang Liu, Haiyue Wang, Fengyan Yang, Yuqiong Wang, Xiaojuan Chen, Boxuan Stampfli, Martin R. Zhou, Hongwei Shu, Wensheng Brightling, Christopher E. Liang, Zhenyu Chen, Rongchang Front Microbiol Microbiology Little is known about the underlying airway microbiome diversity in chronic obstructive pulmonary disease (COPD) at in-depth taxonomic levels. Here we present the first insights on the COPD airway microbiome at species and strain-levels. The full-length 16S rRNA gene was characterized from sputum in 98 COPD patients and 27 age-matched healthy controls, using the Pacific Biosciences sequencing platform. Individual species within the same genus exhibited reciprocal relationships with COPD and disease severity. Species dominant in health can be taken over by another species within the same genus but with potentially increasing pathogenicity in severe COPD patients. Ralstonia mannitolilytica, an opportunistic pathogen, was significantly increased in frequent exacerbators (fold-change = 4.94, FDR P = 0.005). There were distinct patterns of interaction between bacterial species and host inflammatory mediators according to neutrophilic or eosinophilic inflammations, two major airway inflammatory phenotypes in COPD. Haemophilus influenzae, Moraxella catarrhalis, Pseudomonas aeruginosa, and Neisseria meningitidis were associated with enhanced Th1, Th17 and pro-inflammatory mediators, while a group of seven species including Tropheryma whipplei were specifically associated with Th2 mediators related to eosinophilia. We developed an automated pipeline to assign strain-level taxonomy leveraging bacterial intra-genomic 16S allele frequency. Using this pipeline we further resolved three non-typeable H. influenzae strains PittEE, PittGG and 86-028NP with reasonable precision and uncovered strain-level variation related to airway inflammation. In particular, 86-028NP and PittGG strains exhibited inverse associations with Th2 chemokines CCL17 and CCL13, suggesting their abundances may inversely predict eosinophilic inflammation. A systematic comparison of 16S hypervariable regions indicated V1V3 instead of the commonly used V4 region was the best surrogate for airway microbiome. The full-length 16S data augmented the power of functional inference, which slightly better recapitulated the actual metagenomes. This led to the unique identification of butyrate-producing and nitrate reduction pathways as depleted in COPD. Our analysis uncovered finer-scale airway microbial diversity that was previously underappreciated, thus enabled a refined view of the airway microbiome in COPD. Frontiers Media S.A. 2020-07-30 /pmc/articles/PMC7406711/ /pubmed/32849386 http://dx.doi.org/10.3389/fmicb.2020.01758 Text en Copyright © 2020 Wang, Liu, Wang, Yang, Wang, Chen, Stampfli, Zhou, Shu, Brightling, Liang and Chen. http://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 Wang, Zhang Liu, Haiyue Wang, Fengyan Yang, Yuqiong Wang, Xiaojuan Chen, Boxuan Stampfli, Martin R. Zhou, Hongwei Shu, Wensheng Brightling, Christopher E. Liang, Zhenyu Chen, Rongchang A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title | A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title_full | A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title_fullStr | A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title_full_unstemmed | A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title_short | A Refined View of Airway Microbiome in Chronic Obstructive Pulmonary Disease at Species and Strain-Levels |
title_sort | refined view of airway microbiome in chronic obstructive pulmonary disease at species and strain-levels |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7406711/ https://www.ncbi.nlm.nih.gov/pubmed/32849386 http://dx.doi.org/10.3389/fmicb.2020.01758 |
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