molBV reveals immune landscape of bacterial vaginosis and predicts human papillomavirus infection natural history

Nat Commun. 2022 Jan 11;13(1):233. doi: 10.1038/s41467-021-27628-3.

Abstract

Bacterial vaginosis (BV) is a highly prevalent condition that is associated with adverse health outcomes. It has been proposed that BV's role as a pathogenic condition is mediated via bacteria-induced inflammation. However, the complex interplay between vaginal microbes and host immune factors has yet to be clearly elucidated. Here, we develop molBV, a 16 S rRNA gene amplicon-based classification pipeline that generates a molecular score and diagnoses BV with the same accuracy as the current gold standard method (i.e., Nugent score). Using 3 confirmatory cohorts we show that molBV is independent of the 16 S rRNA region and generalizable across populations. We use the score in a cohort without clinical BV states, but with measures of HPV infection history and immune markers, to reveal that BV-associated increases in the IL-1β/IP-10 cytokine ratio directly predicts clearance of incident high-risk HPV infection (HR = 1.86, 95% CI: 1.19-2.9). Furthermore, we identify an alternate inflammatory BV signature characterized by elevated TNF-α/MIP-1β ratio that is prospectively associated with progression of incident infections to CIN2 + (OR = 2.81, 95% CI: 1.62-5.42). Thus, BV is a heterogeneous condition that activates different arms of the immune response, which in turn are independent risk factors for HR-HPV clearance and progression. Clinical Trial registration number: The CVT trial has been registered under: NCT00128661.

Publication types

  • Clinical Trial
  • Research Support, N.I.H., Extramural

MeSH terms

  • Adolescent
  • Adult
  • Alphapapillomavirus / genetics
  • Bacteria
  • Cytokines
  • Female
  • Humans
  • Interleukin-1beta / metabolism
  • Metagenomics
  • Molecular Medicine
  • Neoplasms / epidemiology
  • Papillomavirus Infections / drug therapy
  • Papillomavirus Infections / virology*
  • Risk Factors
  • Vagina / microbiology*
  • Vagina / virology*
  • Vaginosis, Bacterial / drug therapy
  • Vaginosis, Bacterial / microbiology*
  • Young Adult

Substances

  • Cytokines
  • IL1B protein, human
  • Interleukin-1beta

Associated data

  • ClinicalTrials.gov/NCT00128661