Disordered microbial communities in the upper respiratory tract of cigarette smokers

Cigarette smokers have an increased risk of infectious diseases involving the respiratory tract. Some effects of smoking on specific respiratory tract bacteria have been described, but the consequences for global airway microbial community composition have not been determined. Here, we used culture-...

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Veröffentlicht in:PloS one 2010-12, Vol.5 (12), p.e15216-e15216
Hauptverfasser: Charlson, Emily S, Chen, Jun, Custers-Allen, Rebecca, Bittinger, Kyle, Li, Hongzhe, Sinha, Rohini, Hwang, Jennifer, Bushman, Frederic D, Collman, Ronald G
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container_title PloS one
container_volume 5
creator Charlson, Emily S
Chen, Jun
Custers-Allen, Rebecca
Bittinger, Kyle
Li, Hongzhe
Sinha, Rohini
Hwang, Jennifer
Bushman, Frederic D
Collman, Ronald G
description Cigarette smokers have an increased risk of infectious diseases involving the respiratory tract. Some effects of smoking on specific respiratory tract bacteria have been described, but the consequences for global airway microbial community composition have not been determined. Here, we used culture-independent high-density sequencing to analyze the microbiota from the right and left nasopharynx and oropharynx of 29 smoking and 33 nonsmoking healthy asymptomatic adults to assess microbial composition and effects of cigarette smoking. Bacterial communities were profiled using 454 pyrosequencing of 16S sequence tags (803,391 total reads), aligned to 16S rRNA databases, and communities compared using the UniFrac distance metric. A Random Forest machine-learning algorithm was used to predict smoking status and identify taxa that best distinguished between smokers and nonsmokers. Community composition was primarily determined by airway site, with individuals exhibiting minimal side-of-body or temporal variation. Within airway habitats, microbiota from smokers were significantly more diverse than nonsmokers and clustered separately. The distributions of several genera were systematically altered by smoking in both the oro- and nasopharynx, and there was an enrichment of anaerobic lineages associated with periodontal disease in the oropharynx. These results indicate that distinct regions of the human upper respiratory tract contain characteristic microbial communities that exhibit disordered patterns in cigarette smokers, both in individual components and global structure, which may contribute to the prevalence of respiratory tract complications in this population.
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subjects Adult
Adults
Algorithms
Artificial Intelligence
Bacteria
Bacterial Typing Techniques
Bioinformatics
Biology
Cigarette smoking
Cigarettes
Communicable diseases
Communities
Community composition
Comparative analysis
Complications
Composition effects
Critical care
DNA, Bacterial - genetics
Epidemiology
Female
Gram-positive bacteria
Health risks
Humans
Infectious diseases
Klebsiella
Learning algorithms
Machine learning
Magnetics
Male
Medicine
Microbial activity
Microbiomes
Microbiota
Microbiota (Symbiotic organisms)
Microorganisms
Middle Aged
Multiculturalism & pluralism
Nasopharynx
Oropharynx
Pathogenesis
Periodontal disease
Periodontics
Polymerase Chain Reaction - methods
Pseudomonas aeruginosa
Respiration
Respiratory System - microbiology
Respiratory tract
Respiratory tract diseases
RNA
RNA, Ribosomal, 16S - metabolism
rRNA 16S
Sequence Analysis, DNA - methods
Smokers
Smoking
Smoking - adverse effects
Streptococcus infections
Studies
Taxa
Temporal variations
title Disordered microbial communities in the upper respiratory tract of cigarette smokers
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