Vaginal Microbiota Composition and HPV Genotype-Specific CIN2+ Risk: A Cross-Sectional Study

Background/Objectives: Emerging evidence links vaginal microbiome dysbiosis with HPV persistence and CIN progression, but whether microbiome markers provide incremental prognostic value beyond molecular triage assays remains unclear. This study aimed to evaluate whether Lactobacillus depletion and Shannon diversity improve prediction of biopsy-confirmed CIN2+ and CIN3+ outcomes beyond CINtec and HPV-16 genotyping. Methods: This was a secondary analysis of a cross-sectional study including 82 women undergoing cervical screening or follow-up for abnormal cytology. Associations with CIN2+, CIN3+, and CINtec positivity were estimated using modified Poisson regression. Multiplicative interaction between HPV-16 and Lactobacillus depletion was formally tested. Incremental discriminative performance was assessed using area under the receiver operating characteristic curve (AUC), DeLong’s test, net reclassification improvement (NRI), and integrated discrimination improvement (IDI). Results: HPV-16 was the strongest predictor of CIN2+ (PR = 6.08, p < 0.001) and CIN3+ (PR = 5.53, p = 0.001). A significant sub-multiplicative interaction indicated that Lactobacillus depletion carried its strongest prognostic signal in HPV-16-negative women (CIN3+: PR_interaction = 0.04, p = 0.003). Adding microbiome markers to CINtec + HPV-16 significantly improved CIN2+ discrimination (ΔAUC = 0.034, p = 0.031), driven by correct downward reclassification of non-events (NRI_non-events = 0.833). When added to HPV-16 + age, IDI for CIN2+ reached 0.092 (p = 0.004). Conclusions: Vaginal microbiome markers, particularly Lactobacillus depletion, provide statistically significant incremental discriminative value for CIN2+ beyond CINtec p16/Ki-67 dual staining and HPV-16 genotyping. Microbiome-based triage may be most impactful in HPV-16-negative women.

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Journal
Diagnostics
Published
2026-05-02
DOI
https://doi.org/10.3390/diagnostics16091387
Primary Topic
Reproductive tract infections research
Type
article
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article

Vaginal Microbiota Composition and HPV Genotype-Specific CIN2+ Risk: A Cross-Sectional Study

Ana Maria Grigore, Ingrid-Andrada Vasilache, Liliana Strat, Alexandru Hamod et al.
Diagnostics
Reproductive tract infections research
article

Vaginal Microbiota Composition and HPV Genotype-Specific CIN2+ Risk: A Cross-Sectional Study

Ana Maria Grigore, Ingrid-Andrada Vasilache, Liliana Strat, Alexandru Hamod, Cristian Bucsineanu, Răzvan POPOVICI, Mihaela Oancea, Adina Tănase, Mihaela Grigore, Alexandra Cristofor, Cristina Mandici, Tudor Lazăr, Dumitru Gafițanu, Anda Pristavu, Manuela Ciocoiu
article en

Abstract

Background/Objectives: Emerging evidence links vaginal microbiome dysbiosis with HPV persistence and CIN progression, but whether microbiome markers provide incremental prognostic value beyond molecular triage assays remains unclear. This study aimed to evaluate whether Lactobacillus depletion and Shannon diversity improve prediction of biopsy-confirmed CIN2+ and CIN3+ outcomes beyond CINtec and HPV-16 genotyping. Methods: This was a secondary analysis of a cross-sectional study including 82 women undergoing cervical screening or follow-up for abnormal cytology. Associations with CIN2+, CIN3+, and CINtec positivity were estimated using modified Poisson regression. Multiplicative interaction between HPV-16 and Lactobacillus depletion was formally tested. Incremental discriminative performance was assessed using area under the receiver operating characteristic curve (AUC), DeLong’s test, net reclassification improvement (NRI), and integrated discrimination improvement (IDI). Results: HPV-16 was the strongest predictor of CIN2+ (PR = 6.08, p < 0.001) and CIN3+ (PR = 5.53, p = 0.001). A significant sub-multiplicative interaction indicated that Lactobacillus depletion carried its strongest prognostic signal in HPV-16-negative women (CIN3+: PR_interaction = 0.04, p = 0.003). Adding microbiome markers to CINtec + HPV-16 significantly improved CIN2+ discrimination (ΔAUC = 0.034, p = 0.031), driven by correct downward reclassification of non-events (NRI_non-events = 0.833). When added to HPV-16 + age, IDI for CIN2+ reached 0.092 (p = 0.004). Conclusions: Vaginal microbiome markers, particularly Lactobacillus depletion, provide statistically significant incremental discriminative value for CIN2+ beyond CINtec p16/Ki-67 dual staining and HPV-16 genotyping. Microbiome-based triage may be most impactful in HPV-16-negative women.

DiagnosticsVol. 16(9)
Ştefan cel Mare University of Suceava (RO), Iuliu Hațieganu University of Medicine and Pharmacy (RO), Grigore T. Popa University of Medicine and Pharmacy (RO)
Reduced inequalities
Openalex Percentile: Top 11%
Reproductive tract infections research
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