Microbial Composition Predicts Genital Tract Inflammation and Persistent Bacterial Vaginosis in South African Adolescent Females

Young African females are at an increased risk of HIV acquisition, and genital inflammation or the vaginal microbiome may contribute to this risk. We studied these factors in 168 HIV-negative South African adolescent females aged 16 to 22 years. Unsupervised clustering of 16S rRNA gene sequences rev...

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Veröffentlicht in:Infection and immunity 2018-01, Vol.86 (1)
Hauptverfasser: Lennard, Katie, Dabee, Smritee, Barnabas, Shaun L, Havyarimana, Enock, Blakney, Anna, Jaumdally, Shameem Z, Botha, Gerrit, Mkhize, Nonhlanhla N, Bekker, Linda-Gail, Lewis, David A, Gray, Glenda, Mulder, Nicola, Passmore, Jo-Ann S, Jaspan, Heather B
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container_issue 1
container_start_page
container_title Infection and immunity
container_volume 86
creator Lennard, Katie
Dabee, Smritee
Barnabas, Shaun L
Havyarimana, Enock
Blakney, Anna
Jaumdally, Shameem Z
Botha, Gerrit
Mkhize, Nonhlanhla N
Bekker, Linda-Gail
Lewis, David A
Gray, Glenda
Mulder, Nicola
Passmore, Jo-Ann S
Jaspan, Heather B
description Young African females are at an increased risk of HIV acquisition, and genital inflammation or the vaginal microbiome may contribute to this risk. We studied these factors in 168 HIV-negative South African adolescent females aged 16 to 22 years. Unsupervised clustering of 16S rRNA gene sequences revealed three clusters (subtypes), one of which was strongly associated with genital inflammation. In a multivariate model, the microbiome compositional subtype and hormonal contraception were significantly associated with genital inflammation. We identified 40 taxa significantly associated with inflammation, including those reported previously ( , , , , and ) as well as several novel taxa (including increased frequencies of bacterial vaginosis-associated bacterium 1 [BVAB1], BVAB2, BVAB3, , , , , , and and decreased frequencies of , , , and ). Women with inflammation-associated microbiomes had significantly higher body mass indices and lower levels of endogenous estradiol and luteinizing hormone. Community functional profiling revealed three distinct vaginal microbiome subtypes, one of which was characterized by extreme genital inflammation and persistent bacterial vaginosis (BV); this subtype could be predicted with high specificity and sensitivity based on the Nugent score (≥9) or BVAB1 abundance. We propose that women with this BVAB1-dominated subtype may have chronic genital inflammation due to persistent BV, which may place them at a particularly high risk for HIV infection.
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We studied these factors in 168 HIV-negative South African adolescent females aged 16 to 22 years. Unsupervised clustering of 16S rRNA gene sequences revealed three clusters (subtypes), one of which was strongly associated with genital inflammation. In a multivariate model, the microbiome compositional subtype and hormonal contraception were significantly associated with genital inflammation. We identified 40 taxa significantly associated with inflammation, including those reported previously ( , , , , and ) as well as several novel taxa (including increased frequencies of bacterial vaginosis-associated bacterium 1 [BVAB1], BVAB2, BVAB3, , , , , , and and decreased frequencies of , , , and ). Women with inflammation-associated microbiomes had significantly higher body mass indices and lower levels of endogenous estradiol and luteinizing hormone. Community functional profiling revealed three distinct vaginal microbiome subtypes, one of which was characterized by extreme genital inflammation and persistent bacterial vaginosis (BV); this subtype could be predicted with high specificity and sensitivity based on the Nugent score (≥9) or BVAB1 abundance. 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We studied these factors in 168 HIV-negative South African adolescent females aged 16 to 22 years. Unsupervised clustering of 16S rRNA gene sequences revealed three clusters (subtypes), one of which was strongly associated with genital inflammation. In a multivariate model, the microbiome compositional subtype and hormonal contraception were significantly associated with genital inflammation. We identified 40 taxa significantly associated with inflammation, including those reported previously ( , , , , and ) as well as several novel taxa (including increased frequencies of bacterial vaginosis-associated bacterium 1 [BVAB1], BVAB2, BVAB3, , , , , , and and decreased frequencies of , , , and ). Women with inflammation-associated microbiomes had significantly higher body mass indices and lower levels of endogenous estradiol and luteinizing hormone. Community functional profiling revealed three distinct vaginal microbiome subtypes, one of which was characterized by extreme genital inflammation and persistent bacterial vaginosis (BV); this subtype could be predicted with high specificity and sensitivity based on the Nugent score (≥9) or BVAB1 abundance. We propose that women with this BVAB1-dominated subtype may have chronic genital inflammation due to persistent BV, which may place them at a particularly high risk for HIV infection.</description><subject>Adolescent</subject><subject>Female</subject><subject>Genitalia - microbiology</subject><subject>HIV Infections - microbiology</subject><subject>Host Response and Inflammation</subject><subject>Humans</subject><subject>Inflammation - microbiology</subject><subject>Microbiota - genetics</subject><subject>Reproductive Tract Infections - microbiology</subject><subject>RNA, Ribosomal, 16S - genetics</subject><subject>Vaginosis, Bacterial - microbiology</subject><subject>Young Adult</subject><issn>0019-9567</issn><issn>1098-5522</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpVkU1v1DAQhi1ERbeFG2fkIwdS_JHYyQVpWbVlpVZUonC1Js6kNUrsxfYicetPr9OWCk62NY8fz_gl5C1nJ5yL9uN2vT1hrOas4voFWXHWtVXTCPGSrBjjXdU1Sh-So5R-lmNd1-0rcig6JttyeUXuLp2NoXcw0U2YdyG57IKnVxEHZ3Oi5-hdLsXrCDbTrR8nmGd4YMAP9Apjcimjz_RzATAuoh9w43wxJeo8_Rb2-Zaux-gseLoewoTJLvwZzlD2r8nBCFPCN0_rMfl-dnq9-VJdfD3fbtYXla2FztVgpVSoRuCiQclHbQdA1gDr21GB5p3SokY79EKJRiDTvVQ957IM2claCXlMPj16d_t-xmFpIcJkdtHNEP-YAM78X_Hu1tyE36bRUrVsEbx_EsTwa48pm9mVSaYJPIZ9MrxrRAmEt6ygHx7R8rUpRRyfn-HMLKGZEpp5CM1wXfB3_7b2DP9NSd4Dp0uUtA</recordid><startdate>20180101</startdate><enddate>20180101</enddate><creator>Lennard, Katie</creator><creator>Dabee, Smritee</creator><creator>Barnabas, Shaun L</creator><creator>Havyarimana, Enock</creator><creator>Blakney, Anna</creator><creator>Jaumdally, Shameem Z</creator><creator>Botha, Gerrit</creator><creator>Mkhize, Nonhlanhla N</creator><creator>Bekker, Linda-Gail</creator><creator>Lewis, David A</creator><creator>Gray, Glenda</creator><creator>Mulder, Nicola</creator><creator>Passmore, Jo-Ann S</creator><creator>Jaspan, Heather B</creator><general>American Society for Microbiology</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20180101</creationdate><title>Microbial Composition Predicts Genital Tract Inflammation and Persistent Bacterial Vaginosis in South African Adolescent Females</title><author>Lennard, Katie ; Dabee, Smritee ; Barnabas, Shaun L ; Havyarimana, Enock ; Blakney, Anna ; Jaumdally, Shameem Z ; Botha, Gerrit ; Mkhize, Nonhlanhla N ; Bekker, Linda-Gail ; Lewis, David A ; Gray, Glenda ; Mulder, Nicola ; Passmore, Jo-Ann S ; Jaspan, Heather B</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c427t-dc336e6fa125e31f7cdae05a0b8f6a7196724ecdb26252e07b36b113128934623</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adolescent</topic><topic>Female</topic><topic>Genitalia - microbiology</topic><topic>HIV Infections - microbiology</topic><topic>Host Response and Inflammation</topic><topic>Humans</topic><topic>Inflammation - microbiology</topic><topic>Microbiota - genetics</topic><topic>Reproductive Tract Infections - microbiology</topic><topic>RNA, Ribosomal, 16S - genetics</topic><topic>Vaginosis, Bacterial - microbiology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lennard, Katie</creatorcontrib><creatorcontrib>Dabee, Smritee</creatorcontrib><creatorcontrib>Barnabas, Shaun L</creatorcontrib><creatorcontrib>Havyarimana, Enock</creatorcontrib><creatorcontrib>Blakney, Anna</creatorcontrib><creatorcontrib>Jaumdally, Shameem Z</creatorcontrib><creatorcontrib>Botha, Gerrit</creatorcontrib><creatorcontrib>Mkhize, Nonhlanhla N</creatorcontrib><creatorcontrib>Bekker, Linda-Gail</creatorcontrib><creatorcontrib>Lewis, David A</creatorcontrib><creatorcontrib>Gray, Glenda</creatorcontrib><creatorcontrib>Mulder, Nicola</creatorcontrib><creatorcontrib>Passmore, Jo-Ann S</creatorcontrib><creatorcontrib>Jaspan, Heather B</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Infection and immunity</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lennard, Katie</au><au>Dabee, Smritee</au><au>Barnabas, Shaun L</au><au>Havyarimana, Enock</au><au>Blakney, Anna</au><au>Jaumdally, Shameem Z</au><au>Botha, Gerrit</au><au>Mkhize, Nonhlanhla N</au><au>Bekker, Linda-Gail</au><au>Lewis, David A</au><au>Gray, Glenda</au><au>Mulder, Nicola</au><au>Passmore, Jo-Ann S</au><au>Jaspan, Heather B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Microbial Composition Predicts Genital Tract Inflammation and Persistent Bacterial Vaginosis in South African Adolescent Females</atitle><jtitle>Infection and immunity</jtitle><addtitle>Infect Immun</addtitle><date>2018-01-01</date><risdate>2018</risdate><volume>86</volume><issue>1</issue><issn>0019-9567</issn><eissn>1098-5522</eissn><abstract>Young African females are at an increased risk of HIV acquisition, and genital inflammation or the vaginal microbiome may contribute to this risk. We studied these factors in 168 HIV-negative South African adolescent females aged 16 to 22 years. Unsupervised clustering of 16S rRNA gene sequences revealed three clusters (subtypes), one of which was strongly associated with genital inflammation. In a multivariate model, the microbiome compositional subtype and hormonal contraception were significantly associated with genital inflammation. We identified 40 taxa significantly associated with inflammation, including those reported previously ( , , , , and ) as well as several novel taxa (including increased frequencies of bacterial vaginosis-associated bacterium 1 [BVAB1], BVAB2, BVAB3, , , , , , and and decreased frequencies of , , , and ). Women with inflammation-associated microbiomes had significantly higher body mass indices and lower levels of endogenous estradiol and luteinizing hormone. Community functional profiling revealed three distinct vaginal microbiome subtypes, one of which was characterized by extreme genital inflammation and persistent bacterial vaginosis (BV); this subtype could be predicted with high specificity and sensitivity based on the Nugent score (≥9) or BVAB1 abundance. We propose that women with this BVAB1-dominated subtype may have chronic genital inflammation due to persistent BV, which may place them at a particularly high risk for HIV infection.</abstract><cop>United States</cop><pub>American Society for Microbiology</pub><pmid>29038128</pmid><doi>10.1128/IAI.00410-17</doi><oa>free_for_read</oa></addata></record>
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subjects Adolescent
Female
Genitalia - microbiology
HIV Infections - microbiology
Host Response and Inflammation
Humans
Inflammation - microbiology
Microbiota - genetics
Reproductive Tract Infections - microbiology
RNA, Ribosomal, 16S - genetics
Vaginosis, Bacterial - microbiology
Young Adult
title Microbial Composition Predicts Genital Tract Inflammation and Persistent Bacterial Vaginosis in South African Adolescent Females
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