Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , , , , , , , , , , , , |
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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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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1810021398853189632 |