Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women

Detalhes bibliográficos
Autor(a) principal: Witkin, Steven S.
Data de Publicação: 2019
Outros Autores: Moron, Antonio F., Ridenhour, Benjamin J., Minis, Evelyn, Hatanaka, Alan, Sarmento, Stephanno G. P., Franca, Marcelo S., Carvalho, Francisco H. C., Hamamoto, Tatiana K., Mattar, Rosiane, Sabino, Ester, Linhares, Iara M., Rudge, Marilza V. C. [UNESP], Forney, Larry J.
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.1128/mBio.02242-19
http://hdl.handle.net/11449/196290
Resumo: In many impoverished regions of the world, it may not be possible to assess two major risk factors for preterm birth: a short cervical length and the depletion of vaginal lactobacilli. We determined whether measuring specific compounds in vaginal fluid might be a simple, noninvasive, and cost-effective way to predict the bacteria that dominate the vaginal microbiome and indicate the presence of a shortened cervix (<25 mm). Vaginal fluid samples were prospectively collected from mid-trimester pregnant women, and the concentrations of D- and L-lactic acid, tissue inhibitor of matrix metalloproteinases TIMP-1 and TIMP-2, matrix metalloproteinases MMP-2 and MMP-8, the 70-kDa heat shock protein, a2 isoform of vacuolar ATPase, and sequestrome-1 were quantified by an enzyme-linked immunosorbent assay (ELISA). The compositions of vaginal microbiomes were assessed by analysis of the V1-V3 regions of 16S rRNA genes, while cervical length was determined by transvaginal ultrasonography. The vaginal microbiomes could be clustered into five community state types (CSTs), four of which were dominated by a single Lactobacillus species. The dominance of Lactobacillus crispatus or Lactobacillus jensenii in the vaginal microbiome predicted the level of D-lactic acid present. Several of the biomarkers, especially TIMP-1, in combination with the subject's age and race, were significantly associated with cervical length. Using piecewise structural equation modeling, we established a causal network that links CST to cervical length via biomarkers. We concluded that measuring levels of TIMP-1 and D-lactic acid in vaginal secretions might be a straightforward way to assess the risk for preterm birth due to a short cervix and microbiome composition. IMPORTANCE Premature birth and its complications are the largest contributors to infant death in the United States and globally. A short cervical length and the depletion of Lactobacillus species are known risk factors for preterm birth. However, in many resource-poor areas of the world, the technology to test for their occurrence is unavailable, and pregnant women with these risk factors are neither identified nor treated. In this study, we used path analysis to gain an unprecedented understanding of interactions between vaginal microbiome composition, the concentrations of various compounds in vaginal secretions, and cervical length. We identified low-cost point-of-care measures that might be used to identify pregnant women at risk for preterm birth. The use of these measures coupled with appropriate preventative or treatment strategies could reduce the incidence of preterm births in poor areas of the world that lack access to more sophisticated diagnostic methods.
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spelling Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Womencervical lengthD-lactic acidpreterm birthTIMP-1vaginal microbiomeLactobacilluscervixlactic acidmicrobial communitiesIn many impoverished regions of the world, it may not be possible to assess two major risk factors for preterm birth: a short cervical length and the depletion of vaginal lactobacilli. We determined whether measuring specific compounds in vaginal fluid might be a simple, noninvasive, and cost-effective way to predict the bacteria that dominate the vaginal microbiome and indicate the presence of a shortened cervix (<25 mm). Vaginal fluid samples were prospectively collected from mid-trimester pregnant women, and the concentrations of D- and L-lactic acid, tissue inhibitor of matrix metalloproteinases TIMP-1 and TIMP-2, matrix metalloproteinases MMP-2 and MMP-8, the 70-kDa heat shock protein, a2 isoform of vacuolar ATPase, and sequestrome-1 were quantified by an enzyme-linked immunosorbent assay (ELISA). The compositions of vaginal microbiomes were assessed by analysis of the V1-V3 regions of 16S rRNA genes, while cervical length was determined by transvaginal ultrasonography. The vaginal microbiomes could be clustered into five community state types (CSTs), four of which were dominated by a single Lactobacillus species. The dominance of Lactobacillus crispatus or Lactobacillus jensenii in the vaginal microbiome predicted the level of D-lactic acid present. Several of the biomarkers, especially TIMP-1, in combination with the subject's age and race, were significantly associated with cervical length. Using piecewise structural equation modeling, we established a causal network that links CST to cervical length via biomarkers. We concluded that measuring levels of TIMP-1 and D-lactic acid in vaginal secretions might be a straightforward way to assess the risk for preterm birth due to a short cervix and microbiome composition. IMPORTANCE Premature birth and its complications are the largest contributors to infant death in the United States and globally. A short cervical length and the depletion of Lactobacillus species are known risk factors for preterm birth. However, in many resource-poor areas of the world, the technology to test for their occurrence is unavailable, and pregnant women with these risk factors are neither identified nor treated. In this study, we used path analysis to gain an unprecedented understanding of interactions between vaginal microbiome composition, the concentrations of various compounds in vaginal secretions, and cervical length. We identified low-cost point-of-care measures that might be used to identify pregnant women at risk for preterm birth. The use of these measures coupled with appropriate preventative or treatment strategies could reduce the incidence of preterm births in poor areas of the world that lack access to more sophisticated diagnostic methods.Bill and Melinda Gates FoundationBrazilian Ministry of Health (DECIT)Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)NIH COBRE grantUniversity of IdahoWeill Cornell Med, Dept Obstet & Gynecol, New York, NY USAUniv Sao Paulo, Inst Trop Med, Sao Paulo, BrazilUniv Fed Sao Paulo, Dept Obstet, Sao Paulo, BrazilUniv Idaho, Dept Math, Moscow, ID 83843 USAUniv Idaho, Ctr Modeling Complex Interact, Moscow, ID 83843 USAUniv Idaho, Dept Biol Sci, Moscow, ID 83843 USAUniv Idaho, Inst Bioinformat & Evolutionary Studies, Moscow, ID 83843 USAUniv Fed Ceara, Dept Gynecol & Obstet, Fortaleza, Ceara, BrazilUniv Sao Paulo, Med Sch, Dept Obstet & Gynecol, Sao Paulo, BrazilSao Paulo State Univ, Med Sch, Dept Obstet & Gynecol, Botucatu, SP, BrazilSao Paulo State Univ, Med Sch, Dept Obstet & Gynecol, Botucatu, SP, BrazilCNPq: 401626/2013-0NIH COBRE grant: P30GM103324Amer Soc MicrobiologyWeill Cornell MedUniversidade de São Paulo (USP)Universidade Federal de São Paulo (UNIFESP)Univ IdahoUniv Fed CearaUniversidade Estadual Paulista (Unesp)Witkin, Steven S.Moron, Antonio F.Ridenhour, Benjamin J.Minis, EvelynHatanaka, AlanSarmento, Stephanno G. P.Franca, Marcelo S.Carvalho, Francisco H. C.Hamamoto, Tatiana K.Mattar, RosianeSabino, EsterLinhares, Iara M.Rudge, Marilza V. C. [UNESP]Forney, Larry J.2020-12-10T19:39:53Z2020-12-10T19:39:53Z2019-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article13http://dx.doi.org/10.1128/mBio.02242-19Mbio. Washington: Amer Soc Microbiology, v. 10, n. 5, 13 p., 2019.2150-7511http://hdl.handle.net/11449/19629010.1128/mBio.02242-19WOS:000493915800088Web of Sciencereponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengMbioinfo:eu-repo/semantics/openAccess2024-08-16T14:07:21Zoai:repositorio.unesp.br:11449/196290Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-16T14:07:21Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
title Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
spellingShingle Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
Witkin, Steven S.
cervical length
D-lactic acid
preterm birth
TIMP-1
vaginal microbiome
Lactobacillus
cervix
lactic acid
microbial communities
title_short Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
title_full Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
title_fullStr Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
title_full_unstemmed Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
title_sort Vaginal Biomarkers That Predict Cervical Length and Dominant Bacteria in the Vaginal Microbiomes of Pregnant Women
author Witkin, Steven S.
author_facet Witkin, Steven S.
Moron, Antonio F.
Ridenhour, Benjamin J.
Minis, Evelyn
Hatanaka, Alan
Sarmento, Stephanno G. P.
Franca, Marcelo S.
Carvalho, Francisco H. C.
Hamamoto, Tatiana K.
Mattar, Rosiane
Sabino, Ester
Linhares, Iara M.
Rudge, Marilza V. C. [UNESP]
Forney, Larry J.
author_role author
author2 Moron, Antonio F.
Ridenhour, Benjamin J.
Minis, Evelyn
Hatanaka, Alan
Sarmento, Stephanno G. P.
Franca, Marcelo S.
Carvalho, Francisco H. C.
Hamamoto, Tatiana K.
Mattar, Rosiane
Sabino, Ester
Linhares, Iara M.
Rudge, Marilza V. C. [UNESP]
Forney, Larry J.
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Weill Cornell Med
Universidade de São Paulo (USP)
Universidade Federal de São Paulo (UNIFESP)
Univ Idaho
Univ Fed Ceara
Universidade Estadual Paulista (Unesp)
dc.contributor.author.fl_str_mv Witkin, Steven S.
Moron, Antonio F.
Ridenhour, Benjamin J.
Minis, Evelyn
Hatanaka, Alan
Sarmento, Stephanno G. P.
Franca, Marcelo S.
Carvalho, Francisco H. C.
Hamamoto, Tatiana K.
Mattar, Rosiane
Sabino, Ester
Linhares, Iara M.
Rudge, Marilza V. C. [UNESP]
Forney, Larry J.
dc.subject.por.fl_str_mv cervical length
D-lactic acid
preterm birth
TIMP-1
vaginal microbiome
Lactobacillus
cervix
lactic acid
microbial communities
topic cervical length
D-lactic acid
preterm birth
TIMP-1
vaginal microbiome
Lactobacillus
cervix
lactic acid
microbial communities
description In many impoverished regions of the world, it may not be possible to assess two major risk factors for preterm birth: a short cervical length and the depletion of vaginal lactobacilli. We determined whether measuring specific compounds in vaginal fluid might be a simple, noninvasive, and cost-effective way to predict the bacteria that dominate the vaginal microbiome and indicate the presence of a shortened cervix (<25 mm). Vaginal fluid samples were prospectively collected from mid-trimester pregnant women, and the concentrations of D- and L-lactic acid, tissue inhibitor of matrix metalloproteinases TIMP-1 and TIMP-2, matrix metalloproteinases MMP-2 and MMP-8, the 70-kDa heat shock protein, a2 isoform of vacuolar ATPase, and sequestrome-1 were quantified by an enzyme-linked immunosorbent assay (ELISA). The compositions of vaginal microbiomes were assessed by analysis of the V1-V3 regions of 16S rRNA genes, while cervical length was determined by transvaginal ultrasonography. The vaginal microbiomes could be clustered into five community state types (CSTs), four of which were dominated by a single Lactobacillus species. The dominance of Lactobacillus crispatus or Lactobacillus jensenii in the vaginal microbiome predicted the level of D-lactic acid present. Several of the biomarkers, especially TIMP-1, in combination with the subject's age and race, were significantly associated with cervical length. Using piecewise structural equation modeling, we established a causal network that links CST to cervical length via biomarkers. We concluded that measuring levels of TIMP-1 and D-lactic acid in vaginal secretions might be a straightforward way to assess the risk for preterm birth due to a short cervix and microbiome composition. IMPORTANCE Premature birth and its complications are the largest contributors to infant death in the United States and globally. A short cervical length and the depletion of Lactobacillus species are known risk factors for preterm birth. However, in many resource-poor areas of the world, the technology to test for their occurrence is unavailable, and pregnant women with these risk factors are neither identified nor treated. In this study, we used path analysis to gain an unprecedented understanding of interactions between vaginal microbiome composition, the concentrations of various compounds in vaginal secretions, and cervical length. We identified low-cost point-of-care measures that might be used to identify pregnant women at risk for preterm birth. The use of these measures coupled with appropriate preventative or treatment strategies could reduce the incidence of preterm births in poor areas of the world that lack access to more sophisticated diagnostic methods.
publishDate 2019
dc.date.none.fl_str_mv 2019-09-01
2020-12-10T19:39:53Z
2020-12-10T19:39:53Z
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/10.1128/mBio.02242-19
Mbio. Washington: Amer Soc Microbiology, v. 10, n. 5, 13 p., 2019.
2150-7511
http://hdl.handle.net/11449/196290
10.1128/mBio.02242-19
WOS:000493915800088
url http://dx.doi.org/10.1128/mBio.02242-19
http://hdl.handle.net/11449/196290
identifier_str_mv Mbio. Washington: Amer Soc Microbiology, v. 10, n. 5, 13 p., 2019.
2150-7511
10.1128/mBio.02242-19
WOS:000493915800088
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Mbio
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv 13
dc.publisher.none.fl_str_mv Amer Soc Microbiology
publisher.none.fl_str_mv Amer Soc Microbiology
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
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