Species-Level Resolution of Female Bladder Microbiota from 16S rRNA Amplicon Sequencing.

16S sequencing algorithms bioinformatics bladder microbiome taxonomic classification urobiome

Journal

mSystems
ISSN: 2379-5077
Titre abrégé: mSystems
Pays: United States
ID NLM: 101680636

Informations de publication

Date de publication:
26 Oct 2021
Historique:
pubmed: 15 9 2021
medline: 15 9 2021
entrez: 14 9 2021
Statut: ppublish

Résumé

The human bladder contains bacteria, even in the absence of infection. Interest in studying these bacteria and their association with bladder conditions is increasing. However, the chosen experimental method can limit the resolution of the taxonomy that can be assigned to the bacteria found in the bladder. 16S rRNA amplicon sequencing is commonly used to identify bacteria in urinary specimens, but it is typically restricted to genus-level identification. Our primary aim here was to determine if accurate species-level identification of bladder bacteria is possible using 16S rRNA amplicon sequencing. We evaluated the ability of different classification schemes, each consisting of combinations of a reference database, a 16S rRNA gene variable region, and a taxonomic classification algorithm to correctly classify bladder bacteria. We show that species-level identification is possible and that the reference database chosen is the most important component, followed by the 16S variable region sequenced.

Identifiants

pubmed: 34519534
doi: 10.1128/mSystems.00518-21
pmc: PMC8547459
doi:

Types de publication

Journal Article

Langues

eng

Pagination

e0051821

Subventions

Organisme : HHS | NIH | National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)
ID : K01DK116706
Organisme : NCATS NIH HHS
ID : UL1 TR002369
Pays : United States
Organisme : HHS | NIH | National Institute on Aging (NIA)
ID : R03AG060082
Organisme : NIDDK NIH HHS
ID : K01 DK116706
Pays : United States
Organisme : NIA NIH HHS
ID : R03 AG060082
Pays : United States
Organisme : HHS | NIH | National Center for Advancing Translational Sciences (NCATS)
ID : UL1TR002369
Organisme : NIA NIH HHS
ID : P30 AG028716
Pays : United States

Références

BMC Genomics. 2012;13 Suppl 8:S17
pubmed: 23282177
Nat Rev Microbiol. 2015 May;13(5):269-84
pubmed: 25853778
Cell Host Microbe. 2020 Aug 12;28(2):298-305.e3
pubmed: 32697939
Appl Environ Microbiol. 2007 Aug;73(16):5261-7
pubmed: 17586664
Appl Environ Microbiol. 2000 Jan;66(1):297-303
pubmed: 10618239
Proteins. 2002 Aug 1;48(2):227-41
pubmed: 12112692
Int Urogynecol J. 2018 Dec;29(12):1797-1805
pubmed: 30267143
PLoS One. 2019 Apr 25;14(4):e0210306
pubmed: 31022216
J Clin Microbiol. 2005 Aug;43(8):3944-55
pubmed: 16081935
J Clin Microbiol. 2013 Jul;51(7):2054-62
pubmed: 23596238
Front Microbiol. 2020 Nov 12;11:570825
pubmed: 33262743
Sci Rep. 2019 Sep 16;9(1):13409
pubmed: 31527753
Curr Opin Urol. 2017 May;27(3):282-286
pubmed: 28234750
J Infect Dis. 2019 Jan 7;219(2):305-314
pubmed: 30535155
Nature. 2012 Jun 13;486(7402):207-14
pubmed: 22699609
Methods Enzymol. 2013;531:371-444
pubmed: 24060131
PeerJ. 2019 Mar 5;7:e6496
pubmed: 30863673
BMC Genomics. 2015 Dec 12;16:1056
pubmed: 26651617
Eur Urol Focus. 2018 Jan;4(1):128-138
pubmed: 28753805
PLoS One. 2020 Jan 16;15(1):e0227434
pubmed: 31945086
Nat Methods. 2016 Jul;13(7):581-3
pubmed: 27214047
Int J Syst Evol Microbiol. 2018 Jun;68(6):1825-1829
pubmed: 29724269
Appl Environ Microbiol. 2009 Dec;75(23):7537-41
pubmed: 19801464
J Clin Microbiol. 2012 Apr;50(4):1376-83
pubmed: 22278835
PLoS One. 2013 Oct 16;8(10):e76185
pubmed: 24146837
Front Cell Infect Microbiol. 2020 Dec 15;10:555508
pubmed: 33384966
Ann Transl Med. 2017 Jan;5(2):31
pubmed: 28217696
J Clin Microbiol. 2016 May;54(5):1216-22
pubmed: 26962083
J Mol Biol. 2000 Sep 8;302(1):205-17
pubmed: 10964570
Sci Rep. 2018 Jun 26;8(1):9678
pubmed: 29946153
J Transl Med. 2012 Aug 28;10:174
pubmed: 22929533
Appl Environ Microbiol. 2006 Jul;72(7):5069-72
pubmed: 16820507
Front Cell Infect Microbiol. 2018 Oct 23;8:375
pubmed: 30406048
Genes (Basel). 2020 Aug 03;11(8):
pubmed: 32756341
mBio. 2020 Apr 28;11(2):
pubmed: 32345639
BMC Genomics. 2017 Mar 14;18(Suppl 2):114
pubmed: 28361695
Appl Environ Microbiol. 2014 Aug;80(16):5116-23
pubmed: 24928874
PLoS One. 2012;7(10):e47075
pubmed: 23071716
Nucleic Acids Res. 2007;35(21):7188-96
pubmed: 17947321
Sci Rep. 2018 Aug 14;8(1):12157
pubmed: 30108246
Int Urogynecol J. 2016 May;27(5):723-33
pubmed: 26423260
Proc Natl Acad Sci U S A. 2011 Mar 15;108 Suppl 1:4516-22
pubmed: 20534432
Nucleic Acids Res. 2013 Jan;41(Database issue):D590-6
pubmed: 23193283
Proc Natl Acad Sci U S A. 2011 Mar 15;108 Suppl 1:4680-7
pubmed: 20534435
Genomics Inform. 2018 Dec;16(4):e24
pubmed: 30602085
Science. 1997 May 2;276(5313):734-40
pubmed: 9115194
PLoS One. 2011;6(6):e20956
pubmed: 21738596
J Urol. 2016 Aug;196(2):579-87
pubmed: 26807926
mBio. 2014 Jul 08;5(4):e01283-14
pubmed: 25006228
BMC Bioinformatics. 2017 May 10;18(1):247
pubmed: 28486927
Curr Opin Microbiol. 2012 Jun;15(3):397-402
pubmed: 22410108
Nat Rev Urol. 2018 Dec;15(12):735-749
pubmed: 30315209
Ecol Evol. 2014 Sep;4(18):3514-24
pubmed: 25478144
PLoS One. 2019 Sep 24;14(9):e0222962
pubmed: 31550285
Front Microbiol. 2017 Sep 04;8:1561
pubmed: 28928718
Nat Commun. 2018 Apr 19;9(1):1557
pubmed: 29674608
Microbiome. 2018 May 17;6(1):90
pubmed: 29773078
Sci Rep. 2018 Mar 12;8(1):4333
pubmed: 29531289
Sci Data. 2019 Feb 05;6:190007
pubmed: 30720800
PLoS One. 2020 Jul 13;15(7):e0235498
pubmed: 32658916
mSphere. 2021 Feb 24;6(1):
pubmed: 33627512
Urology. 2019 Apr;126:10-15
pubmed: 30615894
Brief Bioinform. 2019 Jul 19;20(4):1125-1136
pubmed: 29028872
Int Neurourol J. 2020 Mar;24(1):41-51
pubmed: 32252185
Front Cell Infect Microbiol. 2016 Jul 27;6:78
pubmed: 27512653
J Clin Microbiol. 2014 Jan;52(1):30-6
pubmed: 24131686
mSystems. 2021 Aug 31;6(4):e0137120
pubmed: 34282932
BJOG. 2020 Jan;127(2):193-201
pubmed: 31469215
PLoS One. 2009 Aug 20;4(8):e6669
pubmed: 19693277
Nat Biotechnol. 2019 Aug;37(8):852-857
pubmed: 31341288
Database (Oxford). 2010 Jul 06;2010:baq013
pubmed: 20624719
Cold Spring Harb Perspect Biol. 2016 Jun 01;8(6):
pubmed: 26988968

Auteurs

Carter Hoffman (C)

Division of Bioinformatics and Computational Biomedicine, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, USA.

Nazema Y Siddiqui (NY)

Division of Urogynecology and Reconstructive Pelvic Surgery, Department of Obstetrics and Gynecology, Duke University, Durham, North Carolina, USA.

Ian Fields (I)

Division of Urogynecology, Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon, USA.

W Thomas Gregory (WT)

Division of Urogynecology, Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon, USA.

Holly M Simon (HM)

AnimalBiome, Oakland, California, USA.

Michael A Mooney (MA)

Division of Bioinformatics and Computational Biomedicine, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, USA.

Alan J Wolfe (AJ)

Department of Microbiology & Immunology, Loyola University Chicagogrid.164971.c, Maywood, Illinois, USA.

Lisa Karstens (L)

Division of Bioinformatics and Computational Biomedicine, Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon, USA.
Division of Urogynecology, Department of Obstetrics and Gynecology, Oregon Health & Science University, Portland, Oregon, USA.

Classifications MeSH