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1.
BJOG ; 127(2): 182-192, 2020 01.
Article in English | MEDLINE | ID: mdl-31749298

ABSTRACT

OBJECTIVE: Characterise the vaginal metabolome of cervical HPV-infected and uninfected women. DESIGN: Cross-sectional. SETTING: The Center for Health Behavior Research at the University of Maryland School of Public Health. SAMPLE: Thirty-nine participants, 13 categorised as HPV-negative and 26 as HPV-positive (any genotype; HPV+ ), 14 of whom were positive with at least one high-risk HPV strain (hrHPV). METHOD: Self-collected mid-vaginal swabs were profiled for bacterial composition by 16S rRNA gene amplicon sequencing, metabolites by both gas and liquid chromatography mass spectrometry, and 37 types of HPV DNA. MAIN OUTCOME MEASURES: Metabolite abundances. RESULTS: Vaginal microbiota clustered into Community State Type (CST) I (Lactobacillus crispatus-dominated), CST III (Lactobacillus iners-dominated), and CST IV (low-Lactobacillus, 'molecular-BV'). HPV+ women had higher biogenic amine and phospholipid concentrations compared with HPV- women after adjustment for CST and cigarette smoking. Metabolomic profiles of HPV+ and HPV- women differed in strata of CST. In CST III, there were higher concentrations of biogenic amines and glycogen-related metabolites in HPV+ women than in HPV- women. In CST IV, there were lower concentrations of glutathione, glycogen, and phospholipid-related metabolites in HPV+ participants than in HPV- participants. Across all CSTs, women with hrHPV strains had lower concentrations of amino acids, lipids, and peptides compared with women who had only low-risk HPV (lrHPV). CONCLUSIONS: The vaginal metabolome of HPV+ women differed from HPV- women in terms of several metabolites, including biogenic amines, glutathione, and lipid-related metabolites. If the temporal relation between increased levels of reduced glutathione and oxidised glutathione and HPV incidence/persistence is confirmed in future studies, anti-oxidant therapies may be considered as a non-surgical HPV control intervention. TWEETABLE ABSTRACT: Metabolomics study: Vaginal microenvironment of HPV+ women may be informative for non-surgical interventions.


Subject(s)
Metabolome , Microbiota , Papillomavirus Infections/microbiology , Vagina/microbiology , Adult , Cross-Sectional Studies , Female , High-Throughput Nucleotide Sequencing , Humans , Lactobacillus , Microbiota/genetics , Papillomavirus Infections/genetics , Papillomavirus Infections/virology , RNA, Ribosomal, 16S/genetics , Vagina/virology
2.
Epidemiol Infect ; 146(15): 2003-2009, 2018 11.
Article in English | MEDLINE | ID: mdl-30182860

ABSTRACT

Prior studies have demonstrated that both bacterial vaginosis (BV) and sexually transmitted infections (STIs) are strong independent risk factors for subsequent STI. In observational studies of this biological enhancement (BE) hypothesis, it is important to adjust for the risk of STI exposure so that the independent effect of BE can be assessed. We sought to model if two markers of local sexual network (partner concurrency and cumulative number of STIs) represented residual confounding in the models of risk for subsequent infection in a study that screened 3620 women for STIs every 3 months for a year. Mixed-effects logistic regression was used to calculate the odds ratios for an incident diagnosis of Chlamydia trachomatis, Neisseria gonorrhoeae, Trichomonas vaginalis and BV following a diagnosis of any of these four at the prior visit, controlling for the cumulative number of STIs and partner concurrency variables. We found that partner concurrency and cumulative number of STIs were each associated with incident infection, and in general, controlling for these variables reduced the strength of the association between prior and incident infections. We conclude that the frequently found association between prior and incident STIs is associated with both BE and sexual network structure.


Subject(s)
Chlamydia Infections/epidemiology , Gonorrhea/epidemiology , Trichomonas Vaginitis/epidemiology , Vaginosis, Bacterial/complications , Adult , Female , Humans , Incidence , Longitudinal Studies , Risk Assessment , Sexual Behavior , Sexual Partners , Young Adult
3.
Sci Rep ; 8(1): 852, 2018 01 16.
Article in English | MEDLINE | ID: mdl-29339821

ABSTRACT

Cigarette smoking has been associated with both the diagnosis of bacterial vaginosis (BV) and a vaginal microbiota lacking protective Lactobacillus spp. As the mechanism linking smoking with vaginal microbiota and BV is unclear, we sought to compare the vaginal metabolomes of smokers and non-smokers (17 smokers/19 non-smokers). Metabolomic profiles were determined by gas and liquid chromatography mass spectrometry in a cross-sectional study. Analysis of the 16S rRNA gene populations revealed samples clustered into three community state types (CSTs) ---- CST-I (L. crispatus-dominated), CST-III (L. iners-dominated) or CST-IV (low-Lactobacillus). We identified 607 metabolites, including 12 that differed significantly (q-value < 0.05) between smokers and non-smokers. Nicotine, and the breakdown metabolites cotinine and hydroxycotinine were substantially higher in smokers, as expected. Among women categorized to CST-IV, biogenic amines, including agmatine, cadaverine, putrescine, tryptamine and tyramine were substantially higher in smokers, while dipeptides were lower in smokers. These biogenic amines are known to affect the virulence of infective pathogens and contribute to vaginal malodor. Our data suggest that cigarette smoking is associated with differences in important vaginal metabolites, and women who smoke, and particularly women who are also depauperate for Lactobacillus spp., may have increased susceptibilities to urogenital infections and increased malodor.


Subject(s)
Cigarette Smoking , Metabolome , Vagina/metabolism , Adult , Agmatine/metabolism , Cross-Sectional Studies , Dipeptides/metabolism , Female , Gas Chromatography-Mass Spectrometry , Humans , Lactobacillus/classification , Lactobacillus/genetics , Lactobacillus/isolation & purification , Middle Aged , Nicotine/metabolism , Phylogeny , Principal Component Analysis , RNA, Ribosomal, 16S/chemistry , RNA, Ribosomal, 16S/classification , RNA, Ribosomal, 16S/metabolism , Vagina/microbiology , Young Adult
4.
Epidemiol Infect ; 144(1): 123-37, 2016 01.
Article in English | MEDLINE | ID: mdl-26062721

ABSTRACT

In this study, we evaluated the association between high-risk human papillomavirus (hrHPV) and the vaginal microbiome. Participants were recruited in Nigeria between April and August 2012. Vaginal bacterial composition was characterized by deep sequencing of barcoded 16S rRNA gene fragments (V4) on Illumina MiSeq and HPV was identified using the Roche Linear Array® HPV genotyping test. We used exact logistic regression models to evaluate the association between community state types (CSTs) of vaginal microbiota and hrHPV infection, weighted UniFrac distances to compare the vaginal microbiota of individuals with prevalent hrHPV to those without prevalent hrHPV infection, and the Linear Discriminant Analysis effect size (LEfSe) algorithm to characterize bacteria associated with prevalent hrHPV infection. We observed four CSTs: CST IV-B with a low relative abundance of Lactobacillus spp. in 50% of participants; CST III (dominated by L. iners) in 39·2%; CST I (dominated by L. crispatus) in 7·9%; and CST VI (dominated by proteobacteria) in 2·9% of participants. LEfSe analysis suggested an association between prevalent hrHPV infection and a decreased abundance of Lactobacillus sp. with increased abundance of anaerobes particularly of the genera Prevotella and Leptotrichia in HIV-negative women (P < 0·05). These results are hypothesis generating and further studies are required.


Subject(s)
Microbiota , Papillomaviridae/genetics , Papillomavirus Infections/epidemiology , Vagina/microbiology , Adolescent , Adult , Aged , DNA, Bacterial/genetics , Female , Genotype , Humans , Middle Aged , Nigeria/epidemiology , Papillomaviridae/isolation & purification , Papillomavirus Infections/virology , Prevalence , RNA, Ribosomal, 16S/genetics , Vagina/virology , Young Adult
5.
Int J STD AIDS ; 22(4): 231-3, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21515758

ABSTRACT

We aimed to test the hypothesis that a short anovaginal distance may increase the risk of bacterial vaginosis (BV) due to faecal contamination and disruption of the vaginal microbiota. Women attending two sexually transmitted infection (STI) clinics in Baltimore, Maryland, USA, who complained of a vaginal discharge were asked to participate in a study to measure mucosal immune responses. In this pilot study of all enrolled women, a small plastic ruler was used to measure the anatomic distance from the posterior fourchette to the anus with the participant in the lithotomy position. Cases of BV, defined by Amsel's clinical criteria (n = 62), were compared with controls (n = 31) without BV. We used linear and logistic regression models to adjust for potential confounders. A total of 93 women were recruited (median age 28.6 years, 93% black, 4.4% gonorrhoea infection, 7.4% chlamydia infection, 8.6% trichomonas infection, 67% BV diagnosed). Mean anovaginal distance was 3.22 cm (SD: 0.74, range 1.8-5.2) for controls and 3.37 cm (SD: 0.76, range: 1.8-5.7) for cases (P = 0.38). There was no difference between cases and controls when comparing median values, quartiles and after adjusting for potential confounders. Among high-risk women with multiple co-infections, there was no association between anovaginal distance and clinical diagnosis of BV.


Subject(s)
Anal Canal/anatomy & histology , Vagina/anatomy & histology , Vaginosis, Bacterial/diagnosis , Adult , Ambulatory Care , Anal Canal/microbiology , Baltimore , Case-Control Studies , Chlamydia Infections/diagnosis , Chlamydia Infections/microbiology , Female , Gonorrhea/diagnosis , Gonorrhea/microbiology , Humans , Risk Factors , Sexually Transmitted Diseases/prevention & control , Trichomonas Infections/diagnosis , Trichomonas Infections/parasitology , Vagina/microbiology , Vaginal Discharge/etiology , Vaginosis, Bacterial/microbiology
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