Characterization of microorganisms according to vaginal community state types microbiota: an observational study among women across Italy
This manuscript presents an observational analysis of vaginal microbiota profiles in an Italian clinical cohort (n≈203) assessed through a targeted molecular testing workflow (RT-PCR–based panel with a standardized interpretative algorithm). Samples were classified into vaginal Community State Types (CST) and stratified by dysbiosis severity (normal, partial dysbiosis, dysbiosis), enabling a population-level characterization of microbial patterns in real-world diagnostic practice. The study reports the prevalence of key microbial targets across CSTs and dysbiosis strata, explores co-detection patterns through association metrics, and investigates demographic and microbiological correlates of dysbiosis using logistic regression models. Results highlight age-related trends in dysbiosis distribution and identify specific microbial detections and co-detection profiles associated with non-eubiotic states, providing a hypothesis-generating framework for clinical interpretation of molecular panels in women’s health. Limitations include the cross-sectional design and the constrained availability of clinical covariates, which restrict causal inference and motivate future longitudinal and multi-center validation. Overall, the work contributes pragmatic evidence on CST-like profiling and dysbiosis stratification using targeted molecular diagnostics, with potential applications in clinical microbiology and gynecological practice.
Authors
- Daniele Armenia (ORCID: https://orcid.org/0000-0002-3406-7014)
- Riccardo Giannico
- Ettore Palma (ORCID: https://orcid.org/0000-0002-3712-7393)
- S. Brizi
- Yagaï Bouba (ORCID: https://orcid.org/0000-0002-4187-683X)
- Martina Di Lullo (ORCID: https://orcid.org/0000-0001-5923-3552)
- Graziella Calugi (ORCID: https://orcid.org/0009-0007-6001-1552)
- Francesca Blandino
- Noemi Meschino
- Luca Forlani
Institutions
- Saint Camillus International University of Health and Medical Sciences (IT)
- Eurofins (France) (FR)
- International Society of Nephrology (BE)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-04-22
- DOI
- https://doi.org/10.5281/zenodo.19699519
- Primary Topic
- Reproductive tract infections research
- Type
- article
- Field-Weighted Citation Impact
- 0.00