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Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China

Air pollution characterized by fine particulate matter (PM(2.5)) frequently has occurred in China, and has posed threats to human health. The physiochemical characteristics of airborne PM(2.5) have been extensively studied, but its bacterial structures and functions have not yet been well studied. H...

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Autores principales: Pan, Yuanyuan, Pan, Xianglong, Xiao, Hongwei, Xiao, Huayun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6798152/
https://www.ncbi.nlm.nih.gov/pubmed/31681228
http://dx.doi.org/10.3389/fmicb.2019.02369
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author Pan, Yuanyuan
Pan, Xianglong
Xiao, Hongwei
Xiao, Huayun
author_facet Pan, Yuanyuan
Pan, Xianglong
Xiao, Hongwei
Xiao, Huayun
author_sort Pan, Yuanyuan
collection PubMed
description Air pollution characterized by fine particulate matter (PM(2.5)) frequently has occurred in China, and has posed threats to human health. The physiochemical characteristics of airborne PM(2.5) have been extensively studied, but its bacterial structures and functions have not yet been well studied. Herein, we focused on the structural characteristics and functional implications of airborne bacteria under different pollution levels in Beijing and Shanghai. The α- and β-diversities showed no obvious difference in two cities (p > 0.05). The dominant phyla Proteobacteria, Firmicutes, and Actinobacteria with total abundance of over 92% were found in all PM(2.5) samples. The results of weighted unifrac non-metric multidimensional scaling (NMDS) suggested that air pollution was no obviously correlated with bacterial community but dispersed disorderly. Furthermore, canonical correlation analysis (CCA) and permutation test indicated that [Formula: see text] , [Formula: see text] , and wind speed were the key factors that associated with airborne bacterial community structure. Chemical components of particulate matter played more important role in structuring bacterial community than meteorological conditions based on the result of partial CCA. In addition, the annotation of metabolic pathway suggested that the predominant genus Pseudomonas was obviously correlated with disease infections. Several dominant species might contribute to organic degradation, nitrogen cycles, and ice-nuclei activities in environments. Overall, this work enhanced our understanding of functions of airborne bacteria and highlighted their potential role in atmospheric chemical progresses.
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spelling pubmed-67981522019-11-01 Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China Pan, Yuanyuan Pan, Xianglong Xiao, Hongwei Xiao, Huayun Front Microbiol Microbiology Air pollution characterized by fine particulate matter (PM(2.5)) frequently has occurred in China, and has posed threats to human health. The physiochemical characteristics of airborne PM(2.5) have been extensively studied, but its bacterial structures and functions have not yet been well studied. Herein, we focused on the structural characteristics and functional implications of airborne bacteria under different pollution levels in Beijing and Shanghai. The α- and β-diversities showed no obvious difference in two cities (p > 0.05). The dominant phyla Proteobacteria, Firmicutes, and Actinobacteria with total abundance of over 92% were found in all PM(2.5) samples. The results of weighted unifrac non-metric multidimensional scaling (NMDS) suggested that air pollution was no obviously correlated with bacterial community but dispersed disorderly. Furthermore, canonical correlation analysis (CCA) and permutation test indicated that [Formula: see text] , [Formula: see text] , and wind speed were the key factors that associated with airborne bacterial community structure. Chemical components of particulate matter played more important role in structuring bacterial community than meteorological conditions based on the result of partial CCA. In addition, the annotation of metabolic pathway suggested that the predominant genus Pseudomonas was obviously correlated with disease infections. Several dominant species might contribute to organic degradation, nitrogen cycles, and ice-nuclei activities in environments. Overall, this work enhanced our understanding of functions of airborne bacteria and highlighted their potential role in atmospheric chemical progresses. Frontiers Media S.A. 2019-10-11 /pmc/articles/PMC6798152/ /pubmed/31681228 http://dx.doi.org/10.3389/fmicb.2019.02369 Text en Copyright © 2019 Pan, Pan, Xiao and Xiao. 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
Pan, Yuanyuan
Pan, Xianglong
Xiao, Hongwei
Xiao, Huayun
Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title_full Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title_fullStr Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title_full_unstemmed Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title_short Structural Characteristics and Functional Implications of PM(2.5) Bacterial Communities During Fall in Beijing and Shanghai, China
title_sort structural characteristics and functional implications of pm(2.5) bacterial communities during fall in beijing and shanghai, china
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6798152/
https://www.ncbi.nlm.nih.gov/pubmed/31681228
http://dx.doi.org/10.3389/fmicb.2019.02369
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