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On the Elimination of Infections Related to Oncogenic Human Papillomavirus: An Approach Using a Computational Network
Cintia Muñoz-Quiles1, Javier Díez-Domingo1, Luis Acedo2
1Vaccine Research Area, FISABIO-Public Health, Avenida de Cataluña, 21, 46020 Valencia, Spain.
Abstract:
Cervical cancer is the fourth most common malignancy in women worldwide, although it is preventable with prophylactic HPV vaccination. HPV transmission-dynamic models can predict the potential for the global elimination of cervical cancer. The random network model is a new approach that allows individuals to be followed, and to implement a given vaccination policy according to their clinical records. We developed an HPV transmission-dynamic model on a lifetime sexual partners network based on individual contacts, also accounting for the sexual behavior of men who have sex with men (MSM). We analyzed the decline in the prevalence of HPV infection in a scenario of 75% and 90% coverage for both sexes. An important herd immunity effect for men and women was observed in the heterosexual network, even with 75% coverage. However, HPV infections are persistent in the MSM population, with sustained circulation of the virus among unvaccinated individuals. Coverage around 75% of both sexes would be necessary to eliminate HPV-related conditions in women within five decades. Nevertheless, the variation in the decline in infection in the long term between a vaccination coverage of 75% and 90% is relatively small, suggesting that reaching coverage of around 70-75% in the heterosexual network may be enough to confer high protection. Nevertheless, HPV elimination may be achieved if men's coverage is strictly controlled. This accurate representation of HPV transmission demonstrates the need to maintain high HPV vaccination coverage, especially in men, for whom the cost-effectiveness of vaccination is questioned.
Insights
Achieving high human papillomavirus (HPV) vaccination coverage, especially in men, is crucial for preventing cervical cancer. Models show herd immunity protects heterosexual populations, but HPV persists in men who have sex with men (MSM) without targeted strategies.
Area of Science:
- Epidemiology
- Public Health
- Mathematical Modeling
Background:
- Cervical cancer is a significant global health issue, yet preventable through HPV vaccination.
- HPV transmission dynamics are complex, influenced by sexual behavior and network structures.
Purpose of the Study:
- To develop and analyze an HPV transmission-dynamic model incorporating individual contact networks and MSM sexual behavior.
- To predict the impact of varying vaccination coverage levels on HPV infection prevalence and potential elimination.
Main Methods:
- Development of a novel HPV transmission model based on a lifetime sexual partners network.
- Simulation of vaccination policies with 75% and 90% coverage in both sexes, including MSM.
- Analysis of herd immunity effects and HPV persistence within different population subgroups.
Main Results:
- Significant herd immunity observed in heterosexual networks even at 75% vaccination coverage.
- Persistent HPV circulation noted in the men who have sex with men (MSM) population among unvaccinated individuals.
- Approximately 75% vaccination coverage in both sexes is projected to eliminate HPV-related conditions in women within 50 years.
Conclusions:
- High HPV vaccination coverage, particularly in men, is essential for cervical cancer prevention and HPV elimination.
- Targeted strategies may be needed to address persistent HPV transmission in MSM populations.
- Maintaining around 70-75% coverage in the heterosexual network offers substantial protection, but male vaccination control is key for overall elimination.
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