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Assessing a diagnosis tool for bacterial vaginosis

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European Journal of Clinical Microbiology & Infectious Diseases Aims and scope Submit manuscript

Abstract

Diagnosis of bacterial vaginosis (BV) in resource-poor settings relies on semiquantitative microscopy algorithm such as the Nugent score (NS). We evaluated a quantitative real-time PCR (qPCR) assay to detect and quantify individual BV-associated bacterial communities. Vaginal swabs from 247 South African women attending an STI clinic were evaluated for BV using NS. We used qPCR to analyze DNA from vaginal swabs for eight BV-associated bacteria, Gardnerella vaginalis (GV), Prevotella bivia (PB), BV-associated bacteria 2 (BVAB2), Megasphaera-1 (M-1), Atopobium vaginae (AV), Lactobacillus crispatus (LC), Lactobacillus jensenii (LJ), and Lactobacillus iners (LI). Sensitivities and specificities were generated for each qPCR assay. Using a ROC analysis, cutoffs were calculated for each bacterial species. A logistic regression model was used to determine the strongest predictors of BV status. Nugent scores indicated 35.6% of patients harbor BV-associated flora (NS 7-10). AV, GV, GAMB (GV + AV + M-1 + BVAB2), and LC + LJ showed the highest AUC, sensitivities, and specificities (listed respectively): AV (0.96; 96%; 93%), GV (0.88; 78%; 79%), GAMB (0.9; 87%; 82%), and LC + LJ (0.84; 82%; 72%) (all p < 0.05). Increased GAMB copies (effect = 0.15, p = 0.01) and decreased LC + LJ copies (effect = − 0.26, p < 0.0001) demonstrated the strongest association with higher BV scoring. Scoring of BV did not differ across our qPCR assay when compared to the commercial BD MAX® and the gold standard Nugent scores. We developed an accurate assay, which has the potential to be used as a BV diagnosis tool that is cost-effective and has the potential to be utilized in a resource limited setting.

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References

  1. Faro S (2003) Sexually transmitted diseases in women. Lippincott Williams and Wilkins, Philadelphia

    Google Scholar 

  2. Lewis FM, Bernstein KT, Aral SO (2017) Vaginal microbiome and its relationship to behavior, sexual health, and sexually transmitted diseases. Obstet Gynecol 129(4):643–654

    Article  Google Scholar 

  3. Atashili J, Poole C, Ndumbe PM, Adimora AA, Smith JS (2008) Bacterial vaginosis and HIV acquisition: a meta-analysis of published studies. AIDS. 22(12):1493–1501

    Article  Google Scholar 

  4. Kenyon C, Colebunders R, Crucitti T (2013) The global epidemiology of bacterial vaginosis: a systematic review. Am J Obstet Gynecol 209(6):505–523

    Article  Google Scholar 

  5. Jespers V, Crucitti T, Menten J et al (2014) Prevalence and correlates of bacterial vaginosis in different sub-populations of women in sub-Saharan Africa: a cross-sectional study. PLoS One 9(10):e109670

    Article  Google Scholar 

  6. van de Wijgert JH, Morrison CS, Brown J et al (2009) Disentangling contributions of reproductive tract infections to HIV acquisition in African women. Sex Transm Dis 36(6):357–364

    Article  Google Scholar 

  7. Amsel R, Totten PA, Spiegel CA, Chen KC, Eschenbach D, Holmes KK (1983) Nonspecific vaginitis. Diagnostic criteria and microbial and epidemiologic associations. Am J Med 74(1):14–22

    Article  CAS  Google Scholar 

  8. Nugent RP, Krohn MA, Hillier SL (1991) Reliability of diagnosing bacterial vaginosis is improved by a standardized method of gram stain interpretation. J Clin Microbiol 29(2):297–301

    Article  CAS  Google Scholar 

  9. Zozaya-Hinchliffe M, Lillis R, Martin DH, Ferris MJ (2010) Quantitative PCR assessments of bacterial species in women with and without bacterial vaginosis. J Clin Microbiol 48(5):1812–1819

    Article  CAS  Google Scholar 

  10. Cartwright CP, Lembke BD, Ramachandran K et al (2012) Development and validation of a semiquantitative, multitarget PCR assay for diagnosis of bacterial vaginosis. J Clin Microbiol 50(7):2321–2329

    Article  CAS  Google Scholar 

  11. Coleman JS, Gaydos CA (2018) Molecular Diagnosis of Bacterial Vaginosis: an Update. J Clin Microbiol 56(9)

  12. Gaydos CA, Beqaj S, Schwebke JR et al (2017) Clinical validation of a test for the diagnosis of vaginitis. Obstet Gynecol 130(1):181–189

    Article  Google Scholar 

  13. Hilbert DW, Smith WL, Chadwick SG et al (2016) Development and validation of a highly accurate quantitative real-time PCR assay for diagnosis of bacterial vaginosis. J Clin Microbiol 54(4):1017–1024

    Article  CAS  Google Scholar 

  14. Garrett NJ, Osman F, Maharaj B et al (2018) Beyond syndromic management: opportunities for diagnosis-based treatment of sexually transmitted infections in low- and middle-income countries. PLoS One 13(4):e0196209

    Article  Google Scholar 

  15. Dai X, Chen S, Li N, Yan H (2016) Quantitative and qualitative validations of a sonication-based DNA extraction approach for PCR-based molecular biological analyses. Anal Biochem 501:44–46

    Article  CAS  Google Scholar 

  16. Marconi C, Cruciani F, Vitali B, Donders GG (2012) Correlation of Atopobium vaginae amount with bacterial vaginosis markers. J Low Genit Tract Dis 16(2):127–132

    Article  Google Scholar 

  17. Jespers V, Menten J, Smet H et al (2012) Quantification of bacterial species of the vaginal microbiome in different groups of women, using nucleic acid amplification tests. BMC Microbiol 12:83

    Article  Google Scholar 

  18. Antonio MA, Hawes SE, Hillier SL (1999) The identification of vaginal Lactobacillus species and the demographic and microbiologic characteristics of women colonized by these species. J Infect Dis 180(6):1950–1956

    Article  CAS  Google Scholar 

  19. Ravel J, Gajer P, Abdo Z et al (2011) Vaginal microbiome of reproductive-age women. Proc Natl Acad Sci U S A 108(Suppl 1):4680–4687

    Article  CAS  Google Scholar 

  20. Redelinghuys MJ, Ehlers MM, Bezuidenhoudt JE, Becker PJ, Kock MM (2017) Assessment of Atopobium vaginae and Gardnerella vaginalis concentrations in a cohort of pregnant South African women. Sex Transm Infect 93(6):410–415

    Article  CAS  Google Scholar 

  21. Bretelle F, Fenollar F, Baumstarck K et al (2015) Screen-and-treat program by point-of-care of Atopobium vaginae and Gardnerella vaginalis in preventing preterm birth (AuTop trial): study protocol for a randomized controlled trial. Trials. 16:470

    Article  Google Scholar 

  22. Nwankwo TO, Aniebue UU, Umeh UA (2017) Syndromic diagnosis in evaluation of women with symptoms of vaginitis. Curr Infect Dis Rep 19(1):3

    Article  Google Scholar 

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Funding

Funding for this study was available from the Centre of Excellence, CAPRISA, and DST-NRF. This study was funded by a USA-South Africa Program for Collaborative Biomedical Research grant through the South African Medical Research Council and the National Institute of Health (AI116759). VR is funded as a FLAIR Research Fellow (the Future Leaders – African Independent Research [FLAIR] fellowship program is a partnership between the African Academy of Sciences [AAS] and the Royal Society that is funded by the UK Government as part of the Global Challenge Research Fund [GCRF]) and supported by the South African Medical Research Council (SAMRC) with funds from the Department of Science and Technology (DST), and VR is also supported in part through the sub-Saharan African Network for TB/HIV Research Excellence (SANTHE), a DELTAS Africa Initiative [grant no. DEL-15-006] by the AAS.

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Correspondence to Ravesh Singh.

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This study was approved by the UKZN Biomedical Research Ethics Committee (BFC410/15).

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Singh, R., Ramsuran, V., Mitchev, N. et al. Assessing a diagnosis tool for bacterial vaginosis. Eur J Clin Microbiol Infect Dis 39, 1481–1485 (2020). https://doi.org/10.1007/s10096-020-03862-3

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  • DOI: https://doi.org/10.1007/s10096-020-03862-3

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