SynthesisFrontiers in cellular and infection microbiology2026
Systems analysis of the HPV-microbiome-biofilm triad.
Synthesis in Frontiers in cellular and infection microbiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
6 citing papers in PubMed.
- Cervicovaginal Virome Restructuring Associated with HPV Status, Bacterial Dysbiosis, and Cervical Cytological Abnormalities.Viruses · 2026Article
- Cervicovaginal Mycobiome Restructuring by HPV and Bacterial Community State Types in a Kazakhstani Shotgun Metagenomic Cohort:International journal of molecular sciences · 2026Article
- The Microbiome-Mitochondria-Extracellular Vesicle Axis in HPV Persistence and Cervical Carcinogenesis.Genes · 2026Review
- Immune remodeling in HPV-associated cervical disease.Frontiers in cellular and infection microbiology · 2026Article
- Vaginal Microecological Imbalance, Human Papillomavirus Infection, and Cervical Carcinogenesis: Mechanisms and Clinical Implications.International journal of general medicine · 2026Review
- Cervicovaginal microbiome alterations across HPV infection.Frontiers in cellular and infection microbiology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Human papillomavirus (HPV) remains the leading cause of cervical cancer worldwide, however, its pathogenesis cannot be sufficiently explained by viral factors alone. Accumulating evidence highlights the critical role of cervicovaginal microbiome composition and biofilm formation in shaping viral persistence, epithelial barrier disruption and carcinogenic progression. Methods: This systems-based integrative synthesis analyzed peer-reviewed literature published between January 2000 and July 2025, retrieved from PubMed and Google Scholar with additional records identified through backward citation screening. The collected data were synthesized to construct a conceptual model of the HPV-microbiome-biofilm triad and to evaluate its clinical and biological implications. Results: The analysis indicates that depletion of Lactobacillus-dominated communities and expansion of anaerobic taxa, particularly Gardnerella vaginalis, are associated with biofilm development, chronic inflammation and immune modulation. These interrelated processes form self-reinforcing feedback loops that promote HPV persistence and reduce therapeutic efficacy. Microbiome dysbiosis and biofilm formation were further linked to impaired epithelial integrity, altered cytokine signaling pathways and clinically relevant phenotypes including immune escape, metabolic shifts and treatment non-responsiveness. Discussion: This systems perspective challenges reductionist pathogen-centered models and emphasizes the importance of integrating microbiome profiling and biofilm dynamics into cervical cancer risk stratification and therapeutic strategies. The coupled interactions between microbial communities, host immunity and viral persistence underscore the cervicovaginal ecosystem as an active regulator of disease progression rather than a passive bystander. Incorporating ecosystem-based parameters into clinical decision-making may enhance prognostic assessment and improve treatment outcomes, particularly in low- and middle-income countries where high HPV prevalence coincides with increased microbiome vulnerability. Systematic Review Registration: https://www.crd.york.ac.uk/PROSPERO/, identifier CRD420251208178.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.