Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection

Detalhes bibliográficos
Autor(a) principal: Morales, Julia Andrade Pessoa [UNESP]
Data de Publicação: 2022
Outros Autores: Marconi, Camila [UNESP], El-Zein, Mariam, Ravel, Jacques, Pinto, Gabriel Victor da Silva [UNESP], Silveira, Rosana [UNESP], Lima, Moises Diogo de, Carvalho, Newton Sergio de, Alves, Rosane Ribeiro Figueiredo, Parada, Cristina Maria Garcia de Lima [UNESP], Morais Leite, Sandra Helena, Villa, Luisa L. [UNESP], Franco, Eduardo L., Silva, Marcia Guimaraes da [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1093/infdis/jiab547
http://hdl.handle.net/11449/237724
Resumo: Background Interplay between vaginal microbiome and human papillomavirus (HPV) remains unclear, partly due to heterogeneity of microbiota. Methods We used data from 546 women enrolled in a cross-sectional study in 5 Brazil. We genotyped vaginal samples for HPV and sequenced V3-V4 region of 16S rRNA gene for vaginal microbiome analysis. We used stepwise logistic regression to construct 2 linear scores to predict high-risk HPV (hrHPV) positivity: one based exclusively on presence of individual bacterial taxa (microbiome-based [MB] score) and the other exclusively on participants' sociodemographic, behavioral, and clinical (SBC) characteristics. MB score combined coefficients of 30 (of 116) species. SBC score retained 6 of 25 candidate variables. We constructed receiver operating characteristic curves for scores as hrHPV correlates and compared areas under the curve (AUC) and 95% confidence intervals (CI). Results Overall, prevalence of hrHPV was 15.8%, and 26.2% had a Lactobacillus-depleted microbiome. AUCs were 0.8022 (95% CI, .7517-.8527) for MB score and 0.7027 (95% CI, .6419-.7636) for SBC score (P = .0163). Conclusions The proposed MB score is strongly correlated with hrHPV positivity-exceeding the predictive value of behavioral variables-suggesting its potential as an indicator of infection and possible value for clinical risk stratification. This cross-sectional study demonstrated a strong correlation between vaginal microbiome components and cervical high-risk HPV positivity.
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spelling Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus InfectionVaginal microbiomeHPV infectionhigh-risk HPV16S RNA sequencingBackground Interplay between vaginal microbiome and human papillomavirus (HPV) remains unclear, partly due to heterogeneity of microbiota. Methods We used data from 546 women enrolled in a cross-sectional study in 5 Brazil. We genotyped vaginal samples for HPV and sequenced V3-V4 region of 16S rRNA gene for vaginal microbiome analysis. We used stepwise logistic regression to construct 2 linear scores to predict high-risk HPV (hrHPV) positivity: one based exclusively on presence of individual bacterial taxa (microbiome-based [MB] score) and the other exclusively on participants' sociodemographic, behavioral, and clinical (SBC) characteristics. MB score combined coefficients of 30 (of 116) species. SBC score retained 6 of 25 candidate variables. We constructed receiver operating characteristic curves for scores as hrHPV correlates and compared areas under the curve (AUC) and 95% confidence intervals (CI). Results Overall, prevalence of hrHPV was 15.8%, and 26.2% had a Lactobacillus-depleted microbiome. AUCs were 0.8022 (95% CI, .7517-.8527) for MB score and 0.7027 (95% CI, .6419-.7636) for SBC score (P = .0163). Conclusions The proposed MB score is strongly correlated with hrHPV positivity-exceeding the predictive value of behavioral variables-suggesting its potential as an indicator of infection and possible value for clinical risk stratification. This cross-sectional study demonstrated a strong correlation between vaginal microbiome components and cervical high-risk HPV positivity.Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Cancer Research SocietySao Paulo State Univ UNESP, Botucatu Med Sch, Dept Pathol, Botucatu, SP, BrazilUniv Fed Parana, Dept Basic Pathol, Curitiba, Parana, BrazilMcGill Univ, Div Canc Epidemiol, Montreal, PQ, CanadaUniv Maryland, Sch Med, Inst Genom Sci, Baltimore, MD 21201 USAFed Univ Paraiba UFPB, Dept Gynecol & Obstet, Joao Pessoa, Paraiba, BrazilFed Univ Goias UFG, Dept Gynecol & Obstet, Goiania, Go, BrazilSao Paulo State Univ UNESP, Botucatu Med Sch, Dept Nursing, Botucatu, SP, BrazilState Univ Para, Dept Gynecol & Obstet, Belem, Para, BrazilSao Paulo State Univ USP, Ctr Translat Invest Oncol, Med Sch, Canc Inst Sao Paulo State, Sao Paulo, BrazilSao Paulo State Univ UNESP, Botucatu Med Sch, Dept Pathol, Botucatu, SP, BrazilSao Paulo State Univ UNESP, Botucatu Med Sch, Dept Nursing, Botucatu, SP, BrazilSao Paulo State Univ USP, Ctr Translat Invest Oncol, Med Sch, Canc Inst Sao Paulo State, Sao Paulo, BrazilFAPESP: 2012/01278-0FAPESP: 2012/16800-3FAPESP: 2012/10403-2FAPESP: 2018/18469-9Oxford Univ Press IncUniversidade Estadual Paulista (UNESP)Univ Fed ParanaMcGill UnivUniv MarylandUniversidade Federal da Paraíba (UFPB)Universidade Federal de Goiás (UFG)State Univ ParaMorales, Julia Andrade Pessoa [UNESP]Marconi, Camila [UNESP]El-Zein, MariamRavel, JacquesPinto, Gabriel Victor da Silva [UNESP]Silveira, Rosana [UNESP]Lima, Moises Diogo deCarvalho, Newton Sergio deAlves, Rosane Ribeiro FigueiredoParada, Cristina Maria Garcia de Lima [UNESP]Morais Leite, Sandra HelenaVilla, Luisa L. [UNESP]Franco, Eduardo L.Silva, Marcia Guimaraes da [UNESP]2022-11-30T13:43:02Z2022-11-30T13:43:02Z2022-01-06info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article14http://dx.doi.org/10.1093/infdis/jiab547Journal Of Infectious Diseases. Cary: Oxford Univ Press Inc, 14 p., 2021.0022-1899http://hdl.handle.net/11449/23772410.1093/infdis/jiab547WOS:000790055600001Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengJournal Of Infectious Diseasesinfo:eu-repo/semantics/openAccess2024-09-03T13:17:52Zoai:repositorio.unesp.br:11449/237724Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestrepositoriounesp@unesp.bropendoar:29462024-09-03T13:17:52Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
title Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
spellingShingle Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
Morales, Julia Andrade Pessoa [UNESP]
Vaginal microbiome
HPV infection
high-risk HPV
16S RNA sequencing
title_short Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
title_full Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
title_fullStr Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
title_full_unstemmed Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
title_sort Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
author Morales, Julia Andrade Pessoa [UNESP]
author_facet Morales, Julia Andrade Pessoa [UNESP]
Marconi, Camila [UNESP]
El-Zein, Mariam
Ravel, Jacques
Pinto, Gabriel Victor da Silva [UNESP]
Silveira, Rosana [UNESP]
Lima, Moises Diogo de
Carvalho, Newton Sergio de
Alves, Rosane Ribeiro Figueiredo
Parada, Cristina Maria Garcia de Lima [UNESP]
Morais Leite, Sandra Helena
Villa, Luisa L. [UNESP]
Franco, Eduardo L.
Silva, Marcia Guimaraes da [UNESP]
author_role author
author2 Marconi, Camila [UNESP]
El-Zein, Mariam
Ravel, Jacques
Pinto, Gabriel Victor da Silva [UNESP]
Silveira, Rosana [UNESP]
Lima, Moises Diogo de
Carvalho, Newton Sergio de
Alves, Rosane Ribeiro Figueiredo
Parada, Cristina Maria Garcia de Lima [UNESP]
Morais Leite, Sandra Helena
Villa, Luisa L. [UNESP]
Franco, Eduardo L.
Silva, Marcia Guimaraes da [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (UNESP)
Univ Fed Parana
McGill Univ
Univ Maryland
Universidade Federal da Paraíba (UFPB)
Universidade Federal de Goiás (UFG)
State Univ Para
dc.contributor.author.fl_str_mv Morales, Julia Andrade Pessoa [UNESP]
Marconi, Camila [UNESP]
El-Zein, Mariam
Ravel, Jacques
Pinto, Gabriel Victor da Silva [UNESP]
Silveira, Rosana [UNESP]
Lima, Moises Diogo de
Carvalho, Newton Sergio de
Alves, Rosane Ribeiro Figueiredo
Parada, Cristina Maria Garcia de Lima [UNESP]
Morais Leite, Sandra Helena
Villa, Luisa L. [UNESP]
Franco, Eduardo L.
Silva, Marcia Guimaraes da [UNESP]
dc.subject.por.fl_str_mv Vaginal microbiome
HPV infection
high-risk HPV
16S RNA sequencing
topic Vaginal microbiome
HPV infection
high-risk HPV
16S RNA sequencing
description Background Interplay between vaginal microbiome and human papillomavirus (HPV) remains unclear, partly due to heterogeneity of microbiota. Methods We used data from 546 women enrolled in a cross-sectional study in 5 Brazil. We genotyped vaginal samples for HPV and sequenced V3-V4 region of 16S rRNA gene for vaginal microbiome analysis. We used stepwise logistic regression to construct 2 linear scores to predict high-risk HPV (hrHPV) positivity: one based exclusively on presence of individual bacterial taxa (microbiome-based [MB] score) and the other exclusively on participants' sociodemographic, behavioral, and clinical (SBC) characteristics. MB score combined coefficients of 30 (of 116) species. SBC score retained 6 of 25 candidate variables. We constructed receiver operating characteristic curves for scores as hrHPV correlates and compared areas under the curve (AUC) and 95% confidence intervals (CI). Results Overall, prevalence of hrHPV was 15.8%, and 26.2% had a Lactobacillus-depleted microbiome. AUCs were 0.8022 (95% CI, .7517-.8527) for MB score and 0.7027 (95% CI, .6419-.7636) for SBC score (P = .0163). Conclusions The proposed MB score is strongly correlated with hrHPV positivity-exceeding the predictive value of behavioral variables-suggesting its potential as an indicator of infection and possible value for clinical risk stratification. This cross-sectional study demonstrated a strong correlation between vaginal microbiome components and cervical high-risk HPV positivity.
publishDate 2022
dc.date.none.fl_str_mv 2022-11-30T13:43:02Z
2022-11-30T13:43:02Z
2022-01-06
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.1093/infdis/jiab547
Journal Of Infectious Diseases. Cary: Oxford Univ Press Inc, 14 p., 2021.
0022-1899
http://hdl.handle.net/11449/237724
10.1093/infdis/jiab547
WOS:000790055600001
url http://dx.doi.org/10.1093/infdis/jiab547
http://hdl.handle.net/11449/237724
identifier_str_mv Journal Of Infectious Diseases. Cary: Oxford Univ Press Inc, 14 p., 2021.
0022-1899
10.1093/infdis/jiab547
WOS:000790055600001
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Journal Of Infectious Diseases
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 14
dc.publisher.none.fl_str_mv Oxford Univ Press Inc
publisher.none.fl_str_mv Oxford Univ Press Inc
dc.source.none.fl_str_mv Web of Science
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv repositoriounesp@unesp.br
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