ArticlePloS one2019
Chronic obstructive pulmonary disease upper airway microbiome is associated with select clinical characteristics.
Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Peripheral blood microbial signatures in current and former smokers.Scientific reports · 2021Pooled it
- Chlorhexidine oral rinses for symptomatic COPD: a randomised, blind, placebo-controlled preliminary study.BMJ open · 2021Trial
- Mitochondria Meet the Lung Microbiome: A Bidirectional Dialogue in Inflammation and Respiratory Diseases.Biomedicines · 2026Review
- Multi-site microbiomes' response to chronic obstructive pulmonary disease.Microbiology spectrum · 2026Article
- Characteristics of Respiratory Microbiome in COPD-A Literature Review.Advances in respiratory medicine · 2026Review
- Why the COPD Microbiome Matters: How Airway Microbes Shape Disease Severity and Treatment Response.International journal of chronic obstructive pulmonary disease · 2026Review
- Tobacco use, self-reported professional dental cleaning habits, and lung adenocarcinoma diagnosis are associated with bronchial and lung microbiome alpha diversity.Respiratory research · 2024Article
- Sputum microbe community alterations induced by long-term inhaled corticosteroid use are associated with airway function in chronic obstructive pulmonary disease patients based on metagenomic next-generation sequencing (mNGS).Frontiers in pharmacology · 2024Article
- Impact of breastfeeding and other early-life factors on the development of the oral microbiome.Frontiers in microbiology · 2023Review
- Differences of the Nasal Microbiome and Mycobiome by Clinical Characteristics of COPD Patients.Chronic obstructive pulmonary diseases (Miami, Fla.) · 2022Article
- Effects of inhaled corticosteroids (ICS) on lung microbiota and local immune response in long-term treatment of chronic obstructive pulmonary disease (COPD): utility of titration and therapeutic index.Naunyn-Schmiedeberg's archives of pharmacology · 2022Article
- Balancing Benefits and Risks: Do Inhaled Corticosteroids Modify the Lung Microbiome?American journal of respiratory and critical care medicine · 2021Article
- A statistical model for describing and simulating microbial community profiles.PLoS computational biology · 2021Article
- Reconsidering ventilator-associated pneumonia from a new dimension of the lung microbiome.EBioMedicine · 2020Review
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Authors and funding
7 authors.
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Abstract
backgroundChronic obstructive pulmonary disease (COPD) is an inflammatory lung disorder associated with lung microbiome dysbiosis. Although the upper airway microbiome is the source of the lung microbiome, the relationships between the oral, nasal, and sputum microbiota are incompletely understood. Our objective was to determine features that differentiate the oral, nasal, and sputum microbiome among subjects with stable COPD.
methodsWe recruited 15 current or former smokers to provide oral and sputum samples on day 1. On day 2, another oral sample and a nasal sample were obtained. Each sample and control underwent DNA extraction, 16S V4 rRNA amplification, 16S V4 sequencing, and qPCR of 16S rRNA. Data were analyzed using dada2 and R.
resultsMost (14 of 15) subjects were male with a mean age of 65.2. One subject had no pulmonary obstruction, while 5 had mild COPD, 7 had moderate COPD, and 2 had severe COPD. Three subjects (20%) were current tobacco users and 2 subjects (13%) used inhaled corticosteroids (ICS). Subjects had a mean of 49.1 pack-years of tobacco exposure. Bacterial biomass was associated with anatomic site, but no differences in biomass were observed with age, FEV1 percent predicted (FEV1pp), ICS use, smoking status, or edentulous state. Shannon index was associated with site (lower nasal diversity than oral and sputum diversity, p<0.001), but not age, ICS use, FEV1pp, tobacco use, or edentulous state. β-diversity was illustrated by principal coordinate analysis using Bray-Curtis dissimilarity and PERMANOVA analyses, showing sample clustering by anatomic site (p = 0.001) with nasal samples forming a cluster separate from the combined oral wash samples and sputum samples. Clustering was also observed with ICS use (p = 0.029) and edentulous state (p = 0.019), while FEV1pp and current tobacco use were not significant. In an amplicon sequencing variant (ASV)-level analysis of oral samples using a linear regression model with Benjamini-Hochberg correction at an FDR<0.10, 10 ASVs were associated with age while no ASVs were associated with FEV1pp or smoking status. Sputum sample analysis demonstrated that 51 ASVs (25 unique genera) were associated with age, 61 ASVs (32 genera) were associated with FEV1pp, and no ASVs were associated with smoking status. In a combined dataset, the frequent exacerbator phenotype, rather than ICS use, was associated with decreased sputum Shannon diversity.
conclusionsAmong the upper airway microbiota of COPD subjects, anatomic site was associated with bacterial biomass, Shannon diversity, and β-diversity. ICS use and edentulous state were both associated with β-diversity. Age was associated with taxa relative abundance in oral and sputum samples, while FEV1pp was associated with taxa relative abundance in sputum samples only.
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