Abstract
Background
Bacterial vaginosis (BV) is a common cause of vaginal discharge and associated with vaginal acquisition of BV-associated bacteria (BVAB).
Methods
We used quantitative polymerase chain reaction assays to determine whether presence or concentrations of BVAB in the mouth, anus, vagina, or labia before BV predict risk of incident BV in 72 women who have sex with men.
Results
Baseline vaginal and extra-vaginal colonization with Gardnerella spp, Megasphaera spp, Sneathia spp, BVAB-2, Dialister sp type 2, and other BVAB was more common among subjects with incident BV.
Conclusions
Prior colonization with BVAB is a consistent risk for BV.
Keywords: anal, bacterial vaginosis, microbiota, oral, sexual behaviors
The presence and concentrations of bacterial vaginosis-associated bacteria detected in the mouth, anus, labia, and vagina of women without bacterial vaginosis predict those women who subsequently develop BV.
Bacterial vaginosis (BV) is a highly prevalent condition associated with increased risk of sexually transmitted infections, preterm birth, pelvic inflammatory disease, and other sequelae [1]. Bacterial vaginosis is characterized by a shift in the vaginal bacterial biota from one composed largely of Lactobacillus species to a microbiota with diverse anaerobic and facultative bacteria, here designated BV-associated bacteria (BVAB) [2]. It remains unclear how BVAB are acquired in the vagina and from what source. There is ongoing debate as to whether BV is a sexually transmitted infection with acquisition of BVAB from sexual partners [3–5], reflects vaginal inoculation from endogenous reservoirs in women [6, 7], both, or some other process. A previous study in a cohort of women who have sex with women (WSW) demonstrated that colonization of extra-vaginal reservoirs with certain BVAB was associated with increased risk for incident BV [7]. However, different sexual practices and exposures in women who have sex with men (WSM) could lead to different patterns of vaginal and extra-vaginal bacterial colonization that impact BV risk. We sought to examine the link between vaginal or extra-vaginal bacterial colonization and risk of incident BV in a second cohort focusing on WSM to assess generalizability of these findings. Quantitative polymerase chain reaction (qPCR) methods were used to detect bacterial colonization in the mouth, anus, vagina, and external genitalia (labia) of women who did not have BV at time of initial sampling; women were observed prospectively to assess subsequent incidence of BV and association with colonization status.
METHODS
The study population consisted of 72 women recruited from the community and seen at the University of Washington Infectious Disease Research Clinic or Public Health-King County Sexually Transmitted Diseases Clinic during the period from October 2012 through March 2015 who did not have prevalent BV (visit 1). Inclusion criteria included women ages 18–50, with or without history of BV. All women were seen in clinic 1 month later for assessment of incident (new) BV (visit 2). The analysis included 24 women (cases) who subsequently developed BV at this follow-up visit ~1 month later (visit 2) and 48 women (controls) who did not develop BV in this interval. Of the 24 cases, 13 had no previous diagnosis of BV, and 11 had a previous diagnosis but were negative at the baseline visit. Controls were randomly selected from a group of women who did not have BV (both Amsel’s criteria negative and Nugent score <7) at these 2 visits and had samples collected at extra-vaginal sites. Written informed consent was obtained from all participants. The study was approved by the Institutional Review Board at the Fred Hutchinson Cancer Research Center.
Foam swabs were used to collect oral, anal, vaginal, and labial samples from all participants in clinic as previously described [7]. Swabs were stored at −80°C. Material was eluted from swabs by vortex mixing the tip in 500 µL saline. The saline was centrifuged at 18 000 ×g for 10 minutes, and the pellet was subjected to deoxyribonucleic acid (DNA) extraction using the MoBio/QIAGEN BiOstic Bacteremia kit (Hilden, Germany). Extracted DNA was subjected to an amplification control qPCR assay to assess for PCR inhibitors [8]. In addition, 15 taxon-specific qPCRs targeting the 16S ribosomal ribonucleic acid (rRNA) gene of key vaginal bacteria were performed using a TaqMan format. Bacteria targeted included the following: BVAB-2, Aerococcus christensenii, a vaginal Eggerthella sp, Gardnerella spp, Porphyromonas uenonis/Porphyromonas asaccharolytica, Porphyromonas sp type 1, Prevotella amnii, Prevotella buccalis, vaginal Megasphaera spp, vaginal Sneathia spp, Lactobacillus crispatus, Lactobacillus jensenii, Prevotella timonensis, Dialister micraerophilus, and Dialister sp type 2 (93% similar to Dialister propionicifaciens and D micraerophilus). Assay conditions have been described previously [9, 10].
Diagnosis of BV was made by Gram-stain of vaginal fluid smears on glass slides with Nugent scoring [11] and Amsel clinical criteria [12]. Demographic and behavioral data were obtained in clinic and via home diaries, which included information on frequency and types of sex behaviors.
Statistics
Proportions of women with individual bacteria present at each site were compared using a Wald test for a quasi-Poisson regression model coefficient representing the relative risk (RR) of bacterial colonization between cases and controls (unadjusted or adjusted for age and race); bacterial DNA levels were compared using Wilcoxon rank-sum tests. Fisher’s exact test was used for associating colonization with sex behaviors. The principal outcome measure was detection of BV at the 1-month visit (visit 2) by Amsel criteria or Nugent score. The Benjamini-Hochberg method was used for false discovery rate (FDR) correction.
RESULTS
Demographic and behavioral characteristics of the 72 women enrolled in this study are displayed in Supplementary Table 1, noting baseline variables in the 24 women who developed BV during observation (cases) and the 48 women who did not develop BV (controls). Twenty-one cases had BV by Nugent score, 16 of whom were also positive for BV by Amsel clinical criteria. Three cases had BV by Amsel with 4 of 4 criteria present and Nugent scores in the intermediate range. Over half (56.5%) of women with BV were symptomatic with discharge or odor. Women without BV were negative by both Amsel criteria and Nugent score. In the 30 days before visit 1 and 30 days after visit 1 leading to visit 2, 83% of women reported sex with men, 8% reported having a female partner, and 9% did not respond to the question. Overall, 25% of women enrolled were black, and there was a larger percentage of black women among cases (38%) compared with controls (19%).
The RR of BV based on bacterial “detection” of 15 taxa in vaginal and extra-vaginal niches at visit 1 is displayed in Supplementary Table 2 using unadjusted and adjusted (reported below) quasi-Poisson regression. Anal and vaginal colonization with Gardnerella (RR = 1.75 anal and 1.77 vaginal) and presence of Dialister sp type 2 (RR = 23.3 oral and 2.51 vaginal) were significantly associated with increased risk of subsequent BV after FDR correction. Several additional bacteria were significantly associated with elevated risk of BV when detected in anal swabs, including Sneathia spp (RR = 4.34), Aerococcus (RR = 1.8), Eggerthella (RR = 3.81), and Porphyromonas type 1 (RR = 2.39). Additional bacteria were significantly associated with increased risk of BV when detected on labial swabs, including Sneathia spp (RR = 8.11), Megasphaera spp (RR = 4.55), and Aerococcus (RR = 1.83). Seven BVABs detected in the vagina were significantly associated with increased risk of subsequent BV as noted in Supplementary Table 2. None of the vaginal lactobacilli detected were significantly associated with reduced risk of BV.
In Supplementary Table 3, we present data on associations between “concentrations” of bacterial taxa at extra-genital sites at visit 1 and risk of BV (visit 2). These results are generally concordant with the presence and/or absence analysis noted above. Figure 1 summarizes the prevalence of key bacteria in each niche (swab type) in cases and controls before onset of BV. Figure 2 and Supplementary Figure 1 show differences in bacterial concentrations for select taxa between cases and controls for oral, anal, labial, and vaginal swabs. Note the higher concentrations of Gardnerella in BV cases compared with controls in oral, anal, labial, and vaginal swabs before onset of BV, with concentrations in the anus that approach 105 and labia 107 16S rRNA gene copies per swab. Sneathia spp were detected at higher concentrations in anal, labial, and vaginal swabs among cases compared with controls, whereas L crispatus concentrations were higher in labial and anal swabs from controls compared with BV cases.
A study participant was deemed to engage in a particular sexual behavior if reported either at study entry using a questionnaire or in the interval between visits 1 and 2 using a daily diary. Seventy-six percent of women engaged in oral sex, 27% engaged in anal sex, and 81% engaged in vaginal sex. Report of anal sex was not associated with increased anal colonization with any BV-associated bacteria measured when combining bacterial data for visit 1 and 2. Rather, anal sex was associated with decreased anal colonization with Sneathia spp, Dialister type 2, and Eggerthella (Supplementary Table 5). Likewise, report of oral sex was not associated with oral colonization of women with vaginal bacteria. Women reported receiving oral sex on 7% of daily diary entries and giving oral sex to partner on 9% of daily diary entries between visits 1 and 2.
Although all study participants did not have BV at first visit, some cases and controls had a history of BV. We sought to determine whether history of BV was associated with vaginal and extra-vaginal colonization status at visit 1 (Supplementary Table 6). These data show that history of BV was not consistently associated with vaginal or extra-vaginal colonization with most bacteria assayed here, except that women with a history of BV were significantly more likely to have Gardnerella colonization of the mouth, anus, labia, and vagina.
DISCUSSION
This study provides evidence that women who develop BV are more likely to have previous colonization of vaginal and extra-vaginal sites with key BVAB such as the following: Gardnerella (anus, vagina); Sneathia spp (anus, labia, vagina); BVAB-2 (vagina); Eggerthella sp (anus, vagina); Dialister sp type 2 (mouth, vagina); A christensenii (labia, vagina); and Porphyromonas type 1 (anus). Higher concentrations of Megasphaera species were found in the anus and on the labia of women who developed BV, whereas higher anal and labial concentration of L crispatus was linked to reduced risk of BV. This study of WSM is concordant with a previous study associating extra-vaginal BVAB colonization with risk of BV in WSW [7]. This consistent association highlights the potential to identify women who are at higher risk of developing BV based on presence of bacteria in the vagina and extra-vaginal sites. For example, the adjusted RR for BV when Dialister sp type 2 was detected in the mouth was 23.3. This study was not designed to determine whether extra-vaginal bacterial colonization precedes vaginal colonization and BV, but, if this is true, a potential pathway to reduce risk of BV may be eradicating extra-vaginal colonization. Likewise, given the high rate of recurrence in BV [13], eradication of extra-vaginal reservoirs could be explored to reduce recurrence. If extra-vaginal bacterial colonization is important in BV recurrence, one might predict that oral metronidazole could help eradicate BVAB from extra-vaginal reservoirs resulting in lower recurrence, whereas intra-vaginal metronidazole gel would not. No published studies have examined the effect of antibiotic therapy on colonization of extra-vaginal sites with BVAB. Few studies have directly compared oral and intravaginal metronidazole, and the focus has not been BV recurrence [14, 15].
We expected that anal sex would be associated with increased anal colonization with vaginal bacteria, such as might occur after vaginal sex followed by anal sex. We were surprised to find that sexual behaviors were not useful in predicting colonization of extra-vaginal reservoirs except that anal sex was associated with “reduced” colonization with Sneathia spp, Dialister type 2, and Eggerthella species. Why anal colonization with these bacteria would be reduced in women having anal sex is not clear. This study establishes an association between BVAB colonization at vaginal and extra-vaginal sites and risk of BV, but it does not inform on how these bacteria are inoculated to establish colonization at these sites.
Strengths of this study include (1) its longitudinal design to assess BV risk and (2) use of highly sensitive qPCR assays to measure presence and concentrations of vaginal bacteria at vaginal and extra-vaginal sites. Limitations of this study include our inability to conclude how extra-vaginal sites became colonized, the finite set of bacterial taxa assayed based on available qPCR assays, and the limited period of observation.
CONCLUSIONS
Vaginal and extra-vaginal bacterial colonization in women is a consistent risk factor for developing BV in both WSM and WSW. Understanding how BVAB traffic to these extra-vaginal sites, and from these reservoirs to the vagina and back, may provide opportunities for preventing BV and reducing recurrence after treatment.
Supplementary Data
Supplementary materials are available at The Journal of Infectious Diseases online. Consisting of data provided by the authors to benefit the reader, the posted materials are not copyedited and are the sole responsibility of the authors, so questions or comments should be addressed to the corresponding author.
Supplementary Figure 1. Violin plots depict bacterial DNA concentrations from swabs collected at various body sites expressed as 16S rRNA gene copies per swab in cases of incident BV and controls. Each dot represents the concentration in a single participant. Threshold concentrations (arrowhead) and median copies (bar) are indicated in each plot. Concentrations of L crispatus on anal swabs were higher in controls than cases of BV, and similarly L crispatus concentrations on labial swabs were higher in controls than cases. In contrast, labial concentrations of Gardnerella spp and Sneathia spp were higher among BV cases than controls before onset of BV. Cases had higher vaginal concentrations of several bacteria before onset of BV, including BVAB-2, Megasphaera, Gardnerella, and Sneathia species. P values are based on Wilcoxon rank-sum test.
Supplementary Figure 2. Heatmap showing presence and/or absence of bacterial species detected by qPCR at each body site in each study participant, grouped by cases and controls.
Supplementary Table 1. Demographic and behavioral characteristics of the study population, including 24 women who developed BV and 48 controls who did not.
Supplementary Table 2. Association of incident BV with vaginal and extra-vaginal bacterial detection by PCR. Reported values are the relative risk (P value) of colonization comparing cases to controls, based on quasi-Poisson regression adjusted for age and race.
Supplementary Table 3. Concentrations of bacteria in vaginal and extra-vaginal sites and risk of subsequent BV as assessed by taxon-specific qPCR. Values that are significant after false discovery rate (FDR) adjustment are in bold.
Supplementary Table 4. Associations between detection of bacteria in extra-vaginal sites of women and report of sexual behaviors.
Supplementary Table 5. Association of past episodes of BV with vaginal and extra-vaginal bacterial concentration. Reported values are the relative risk (P value) of colonization comparing individuals with and without a past history of BV, based on quasi-Poisson regression adjusted for age and race. Significant values are in bold.
Notes
Acknowledgments. This work was funded by the National Institutes of Health (Grant R01 AI061628).
Potential conflicts of interest. D. N. F. and T. L. F. report intellectual property around diagnosis of bacterial vaginosis. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed.
Presented in part: Keystone Symposium, December of 2018, Cape Town, South Africa.
References
- 1. Koumans EH, Kendrick JS; CDC Bacterial Vaginosis Working Group . Preventing adverse sequelae of bacterial vaginosis: a public health program and research agenda. Sex Transm Dis 2001; 28:292–7. [DOI] [PubMed] [Google Scholar]
- 2. Fredricks DN, Fiedler TL, Marrazzo JM. Molecular identification of bacteria associated with bacterial vaginosis. N Engl J Med 2005; 353:1899–911. [DOI] [PubMed] [Google Scholar]
- 3. Kenyon CR, Delva W, Brotman RM. Differential sexual network connectivity offers a parsimonious explanation for population-level variations in the prevalence of bacterial vaginosis: a data-driven, model-supported hypothesis. BMC Womens Health 2019; 19:8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Muzny CA, Lensing SY, Aaron KJ, Schwebke JR. Incubation period and risk factors support sexual transmission of bacterial vaginosis in women who have sex with women. Sex Transm Infect 2019; 95:511–5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5. Vodstrcil LA, Walker SM, Hocking JS, et al. . Incident bacterial vaginosis (BV) in women who have sex with women is associated with behaviors that suggest sexual transmission of BV. Clin Infect Dis 2015; 60:1042–53. [DOI] [PubMed] [Google Scholar]
- 6. Holst E. Reservoir of four organisms associated with bacterial vaginosis suggests lack of sexual transmission. J Clin Microbiol 1990; 28:2035–9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Marrazzo JM, Fiedler TL, Srinivasan S, et al. . Extravaginal reservoirs of vaginal bacteria as risk factors for incident bacterial vaginosis. J Infect Dis 2012; 205:1580–8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Khot PD, Ko DL, Hackman RC, Fredricks DN. Development and optimization of quantitative PCR for the diagnosis of invasive aspergillosis with bronchoalveolar lavage fluid. BMC Infect Dis 2008; 8:73. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9. McClelland RS, Lingappa JR, Srinivasan S, et al. . Evaluation of the association between the concentrations of key vaginal bacteria and the increased risk of HIV acquisition in African women from five cohorts: a nested case-control study. Lancet Infect Dis 2018; 18:554–64. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10. Srinivasan S, Morgan MT, Fiedler TL, et al. . Metabolic signatures of bacterial vaginosis. MBio 2015; 6:e00204–15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11. Nugent RP, Krohn MA, Hillier SL. Reliability of diagnosing bacterial vaginosis is improved by a standardized method of gram stain interpretation. J Clin Microbiol 1991; 29:297–301. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12. Amsel R, Totten PA, Spiegel CA, Chen KC, Eschenbach D, Holmes KK. Nonspecific vaginitis. Diagnostic criteria and microbial and epidemiologic associations. Am J Med 1983; 74:14–22. [DOI] [PubMed] [Google Scholar]
- 13. Bradshaw CS, Morton AN, Hocking J, et al. . High recurrence rates of bacterial vaginosis over the course of 12 months after oral metronidazole therapy and factors associated with recurrence. J Infect Dis 2006; 193:1478–86. [DOI] [PubMed] [Google Scholar]
- 14. Mitchell CM, Hitti JE, Agnew KJ, Fredricks DN. Comparison of oral and vaginal metronidazole for treatment of bacterial vaginosis in pregnancy: impact on fastidious bacteria. BMC Infect Dis 2009; 9:89. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Ransom SB, McComish JF, Greenberg R, Tolford DA. Oral metronidazole vs. Metrogel vaginal for treating bacterial vaginosis. Cost-effectiveness evaluation. J Reprod Med 1999; 44:359–62. [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.