Exposure to traffic-related air pollution and bacterial diversity in the lower respiratory tract of children.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2021
Historique:
received: 03 12 2020
accepted: 26 05 2021
entrez: 24 6 2021
pubmed: 25 6 2021
medline: 3 11 2021
Statut: epublish

Résumé

Exposure to particulate matter has been shown to increase the adhesion of bacteria to human airway epithelial cells. However, the impact of traffic-related air pollution (TRAP) on the respiratory microbiome is unknown. Forty children were recruited through the Cincinnati Childhood Allergy and Air Pollution Study, a longitudinal cohort followed from birth through early adolescence. Saliva and induced sputum were collected at age 14 years. Exposure to TRAP was characterized from birth through the time of sample collection using a previously validated land-use regression model. Sequencing of the bacterial 16S and ITS fungal rRNA genes was performed on sputum and saliva samples. The relative abundance of bacterial taxa and diversity indices were compared in children with exposure to high and low TRAP. We also used multiple linear regression to assess the effect of TRAP exposure, gender, asthma status, and socioeconomic status on the alpha diversity of bacteria in sputum. We observed higher bacterial alpha diversity indices in sputum than in saliva. The diversity indices for bacteria were greater in the high TRAP exposure group than the low exposure group. These differences remained after adjusting for asthma status, gender, and mother's education. No differences were observed in the fungal microbiome between TRAP exposure groups. Our findings indicate that exposure to TRAP in early childhood and adolescence may be associated with greater bacterial diversity in the lower respiratory tract. Asthma status does not appear to confound the observed differences in diversity. These results demonstrate that there may be a TRAP-exposure related change in the lower respiratory microbiota that is independent of asthma status.

Sections du résumé

BACKGROUND
Exposure to particulate matter has been shown to increase the adhesion of bacteria to human airway epithelial cells. However, the impact of traffic-related air pollution (TRAP) on the respiratory microbiome is unknown.
METHODS
Forty children were recruited through the Cincinnati Childhood Allergy and Air Pollution Study, a longitudinal cohort followed from birth through early adolescence. Saliva and induced sputum were collected at age 14 years. Exposure to TRAP was characterized from birth through the time of sample collection using a previously validated land-use regression model. Sequencing of the bacterial 16S and ITS fungal rRNA genes was performed on sputum and saliva samples. The relative abundance of bacterial taxa and diversity indices were compared in children with exposure to high and low TRAP. We also used multiple linear regression to assess the effect of TRAP exposure, gender, asthma status, and socioeconomic status on the alpha diversity of bacteria in sputum.
RESULTS
We observed higher bacterial alpha diversity indices in sputum than in saliva. The diversity indices for bacteria were greater in the high TRAP exposure group than the low exposure group. These differences remained after adjusting for asthma status, gender, and mother's education. No differences were observed in the fungal microbiome between TRAP exposure groups.
CONCLUSION
Our findings indicate that exposure to TRAP in early childhood and adolescence may be associated with greater bacterial diversity in the lower respiratory tract. Asthma status does not appear to confound the observed differences in diversity. These results demonstrate that there may be a TRAP-exposure related change in the lower respiratory microbiota that is independent of asthma status.

Identifiants

pubmed: 34166366
doi: 10.1371/journal.pone.0244341
pii: PONE-D-20-38095
pmc: PMC8224880
doi:

Substances chimiques

Vehicle Emissions 0

Types de publication

Journal Article Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0244341

Subventions

Organisme : NIEHS NIH HHS
ID : R21 ES024807
Pays : United States
Organisme : ACL HHS
ID : T42OH008432
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001425
Pays : United States

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

Références

Genome Biol. 2012 Nov 15;13(11):R101
pubmed: 23153041
Environ Res. 2004 May;95(1):82-91
pubmed: 15068934
Nat Methods. 2016 Jul;13(7):581-3
pubmed: 27214047
Expert Rev Respir Med. 2013 Jun;7(3):245-57
pubmed: 23734647
Microbiology (Reading). 2002 Jan;148(Pt 1):257-266
pubmed: 11782518
Environ Res. 2018 Feb;161:472-478
pubmed: 29220800
Am J Respir Crit Care Med. 2011 Oct 15;184(8):957-63
pubmed: 21680950
Arch Environ Health. 1994 Jul-Aug;49(4):223-7
pubmed: 7518223
Oral Microbiol Immunol. 2008 Feb;23(1):1-6
pubmed: 18173791
Appl Environ Microbiol. 2013 Sep;79(17):5112-20
pubmed: 23793624
mBio. 2015 Mar 03;6(2):e00037
pubmed: 25736890
Environ Res. 2019 Jun;173:199-206
pubmed: 30925441
Sci Total Environ. 2011 Jun 1;409(13):2642-51
pubmed: 21496880
Eur Respir J. 1995 Oct;8(10):1664-8
pubmed: 8586119
Am J Respir Crit Care Med. 2005 Jun 1;171(11):1272-8
pubmed: 15764722
J Allergy Clin Immunol. 2011 May;127(5):1236-42.e2
pubmed: 21247619
Ann Epidemiol. 2016 May;26(5):355-9
pubmed: 27161078
J Allergy Clin Immunol. 2013 Feb;131(2):346-52.e1-3
pubmed: 23265859
N Engl J Med. 2007 Oct 11;357(15):1487-95
pubmed: 17928596
Aust N Z J Obstet Gynaecol. 2005 Oct;45(5):450-2
pubmed: 16171487
Am J Respir Crit Care Med. 2013 May 15;187(10):1118-26
pubmed: 23348972
Epidemiology. 1997 May;8(3):298-303
pubmed: 9115026
N Engl J Med. 2006 Nov 23;355(21):2226-35
pubmed: 17124020
Am J Respir Crit Care Med. 2013 May 15;187(10):1067-75
pubmed: 23491408
PLoS One. 2013 Apr 22;8(4):e61217
pubmed: 23630581
Bioinformatics. 2010 Jun 1;26(11):1463-4
pubmed: 20395285
Free Radic Biol Med. 2003 Jun 1;34(11):1369-82
pubmed: 12757847
Atmos Environ (1994). 2006;40(S2):378-395
pubmed: 21720518
J Allergy Clin Immunol. 2005 Aug;116(2):279-84
pubmed: 16083780
Genome Biol. 2014;15(12):550
pubmed: 25516281
Anaerobe. 2010 Aug;16(4):337-44
pubmed: 20412865
ISME J. 2017 Dec;11(12):2639-2643
pubmed: 28731476
Lancet. 2014 Aug 23;384(9944):691-702
pubmed: 25152271
Cancer Lett. 2018 Feb 28;415:40-48
pubmed: 29197615
Environ Health Perspect. 2006 May;114(5):766-72
pubmed: 16675435
Am J Respir Crit Care Med. 2015 Aug 15;192(4):421-7
pubmed: 26106807
Indian J Microbiol. 2020 Jun;60(2):196-205
pubmed: 32255852
J Epidemiol Community Health. 2004 Jan;58(1):18-23
pubmed: 14684722
PLoS One. 2012;7(12):e52078
pubmed: 23284876
Nat Rev Genet. 2012 Mar 13;13(4):260-70
pubmed: 22411464
PLoS Pathog. 2015 Jul 09;11(7):e1004923
pubmed: 26158874
PLoS One. 2012;7(10):e47305
pubmed: 23071781
Nature. 2009 Jan 22;457(7228):480-4
pubmed: 19043404
Arch Environ Health. 1993 Jan-Feb;48(1):53-8
pubmed: 7680850
Allergy. 2012 Dec;67(12):1565-71
pubmed: 22994424
Gut. 2006 Feb;55(2):205-11
pubmed: 16188921
BMJ. 1993 Sep 4;307(6904):596-600
pubmed: 7691304
Ann Allergy Asthma Immunol. 2009 Feb;102(2):131-7
pubmed: 19230464
Clinics (Sao Paulo). 2014;69(12):867-70
pubmed: 25628001
Ann Allergy Asthma Immunol. 2006 Oct;97(4):539-45
pubmed: 17069111
Nat Immunol. 2019 Oct;20(10):1279-1290
pubmed: 31501577
Pediatr Pulmonol. 2004 Sep;38(3):198-203
pubmed: 15274097
J Thorac Dis. 2017 Jan;9(1):E32-E43
pubmed: 28203435
Microorganisms. 2020 Jul 04;8(7):
pubmed: 32635564
J Aerosol Med. 2002 Summer;15(2):189-201
pubmed: 12184869
Environ Health Perspect. 2007 Feb;115(2):278-84
pubmed: 17384778
Sci Rep. 2016 Aug 09;6:31027
pubmed: 27503127
PLoS One. 2013 Apr 24;8(4):e62220
pubmed: 23638009
J Bacteriol. 2010 Oct;192(19):5002-17
pubmed: 20656903
Occup Environ Med. 1996 Apr;53(4):241-7
pubmed: 8664961
Nature. 2000 Oct 12;407(6805):762-4
pubmed: 11048725
Sci Total Environ. 2005 Jun 15;346(1-3):231-43
pubmed: 15993697
PLoS One. 2015 Nov 30;10(11):e0141158
pubmed: 26619279
J Allergy Clin Immunol. 2011 Feb;127(2):372-381.e1-3
pubmed: 21194740
J Crohns Colitis. 2011 Aug;5(4):279-86
pubmed: 21683297
Nature. 2002 Jun 6;417(6889):636-8
pubmed: 12050662
PLoS One. 2010 Jan 05;5(1):e8578
pubmed: 20052417
Bioinformatics. 2011 Feb 15;27(4):592-3
pubmed: 21169378
Am J Epidemiol. 2006 Mar 15;163(6):579-88
pubmed: 16443803
J Clin Immunol. 1987 Jul;7(4):265-76
pubmed: 3301884
Curr Opin Allergy Clin Immunol. 2013 Feb;13(1):45-9
pubmed: 23128418
Respir Res. 2018 Jan 08;19(1):5
pubmed: 29310642
ISME J. 2014 Dec;8(12):2445-52
pubmed: 24926862
J Med Microbiol. 2004 Oct;53(Pt 10):1029-1035
pubmed: 15358827
Gut Microbes. 2014 Mar-Apr;5(2):215-9
pubmed: 24637593
Environ Res. 1997;74(2):122-32
pubmed: 9339225
J Allergy Clin Immunol. 2012 Sep;130(3):639-644.e5
pubmed: 22789397
Sci Total Environ. 2008 Oct 1;404(1):139-47
pubmed: 18625514
J Biomol Tech. 2016 Dec;27(4):125-128
pubmed: 27672352
Occup Environ Med. 1998 Nov;55(11):771-8
pubmed: 9924455
Ann Allergy Asthma Immunol. 2011 Aug;107(2):120-6
pubmed: 21802019
PLoS Pathog. 2010 May 27;6(5):e1000549
pubmed: 20523892
N Engl J Med. 2004 Sep 9;351(11):1057-67
pubmed: 15356303
J Gen Microbiol. 1988 Jun;134(6):1707-15
pubmed: 3265430
Thorax. 2001 Dec;56(12):932-4
pubmed: 11713355
PLoS One. 2012;7(2):e31976
pubmed: 22363778
PLoS One. 2012;7(9):e42786
pubmed: 22970118
Am J Respir Crit Care Med. 2010 Jan 1;181(1):47-53
pubmed: 19797763
J Pediatr. 2006 Oct;149(4):505-11
pubmed: 17011322
Environ Health Perspect. 2000 Oct;108(10):941-7
pubmed: 11049813
Appl Environ Microbiol. 2006 Feb;72(2):1027-33
pubmed: 16461645
Part Fibre Toxicol. 2005 Oct 21;2:10
pubmed: 16242040

Auteurs

Christine Niemeier-Walsh (C)

Department of Environmental Health, University of Cincinnati, Cincinnati, OH, United States of America.

Patrick H Ryan (PH)

Department of Environmental Health, University of Cincinnati, Cincinnati, OH, United States of America.
Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States of America.
Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States of America.

Jaroslaw Meller (J)

Department of Environmental Health, University of Cincinnati, Cincinnati, OH, United States of America.
Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States of America.

Nicholas J Ollberding (NJ)

Department of Pediatrics, University of Cincinnati, Cincinnati, OH, United States of America.
Division of Biostatistics and Epidemiology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States of America.

Atin Adhikari (A)

Jiann-Ping Hsu College of Public Health, Georgia Southern University, Statesboro, Georgia, United States of America.

Tiina Reponen (T)

Department of Environmental Health, University of Cincinnati, Cincinnati, OH, United States of America.

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