ArticlePloS one2025
Herd immunity and prevention in HPV transmission with exogenous reinfection.
Article in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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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.
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Who cites it
1 citing paper in PubMed.
- Analyzing the impact of gender-specific vaccination strategies and behavioral dynamics on HPV transmission.Scientific reports · 2026Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Cervical cancer is a major global health concern, primarily caused by human papillomavirus (HPV), which spreads through unsafe sexual contact. Natural immunity often fails to provide full protection, permitting exogenous reinfection, which plays a key role in the persistence and transmission of HPV. This paper presents and analyzes a deterministic mathematical model of HPV transmission, incorporating exogenous re-infection. We utilized VIA test result data from 2019 to 2023 in Bangladesh to estimate key parameter values. The findings were validated through numerical simulations using MATLAB, and the analytical results demonstrated strong consistency with the numerical outputs. A critical insight is the presence of reinfection-induced backward bifurcation, indicating that targeting primary infections alone is insufficient for eradication, highlighting the need to address exogenous reinfection for effective control. We propose optimal control strategies tailored to resource-limited settings like Bangladesh, where limited vaccine access presents significant challenges, and community-driven education on safe sexual practices is crucial and continuously evolving. The results emphasize that the most effective approach combines targeted prevention with widespread community education, while precision in intervention implementation is essential to prevent reinfection surges that could prolong disease persistence and undermine control efforts. These insights provide a strong foundation for refining intervention strategies and offer valuable guidance for controlling HPV transmission through non-pharmaceutical interventions, particularly in resource-constrained settings.
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Registered trials
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