TY - JOUR
T1 - molBV reveals immune landscape of bacterial vaginosis and predicts human papillomavirus infection natural history
AU - Costa Rica HPV Vaccine Trial (CVT) Group
AU - Usyk, Mykhaylo
AU - Schlecht, Nicolas F.
AU - Pickering, Sarah
AU - Williams, La Shanda
AU - Sollecito, Christopher C.
AU - Gradissimo, Ana
AU - Porras, Carolina
AU - Safaeian, Mahboobeh
AU - Pinto, Ligia
AU - Herrero, Rolando
AU - Strickler, Howard D.
AU - Viswanathan, Shankar
AU - Nucci-Sack, Anne
AU - Diaz, Angela
AU - Cortés, Bernal
AU - González, Paula
AU - Jiménez, Silvia E.
AU - Rodríguez, Ana Cecilia
AU - Hildesheim, Allan
AU - Kreimer, Aimée R.
AU - Lowy, Douglas R.
AU - Schiffman, Mark
AU - Schiller, John T.
AU - Sherman, Mark
AU - Wacholder, Sholom
AU - Kemp, Troy J.
AU - Sidawy, Mary K.
AU - Quint, Wim
AU - van Doorn, Leen Jan
AU - Struijk, Linda
AU - Palefsky, Joel M.
AU - Darragh, Teresa M.
AU - Stoler, Mark H.
AU - Burk, Robert D.
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022/12
Y1 - 2022/12
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85122827522&partnerID=8YFLogxK
U2 - 10.1038/s41467-021-27628-3
DO - 10.1038/s41467-021-27628-3
M3 - Article
C2 - 35017496
AN - SCOPUS:85122827522
SN - 2041-1723
VL - 13
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 233
ER -