A mathematical analysis of HPV transmission dynamics and cervical cancer progression: The role of screening, prophylactic and therapeutic vaccination strategies

L.J. Mbigili , N. Nyerere , A. Iddi , S. Mpeshe
{"title":"A mathematical analysis of HPV transmission dynamics and cervical cancer progression: The role of screening, prophylactic and therapeutic vaccination strategies","authors":"L.J. Mbigili ,&nbsp;N. Nyerere ,&nbsp;A. Iddi ,&nbsp;S. Mpeshe","doi":"10.1016/j.cmpbup.2025.100219","DOIUrl":null,"url":null,"abstract":"<div><div>Cervical cancer remains a significant global health threat in the 21st century, posing serious societal, public health, and economic challenges. Despite being largely preventable, it is the most common cancer among women worldwide, responsible for over 250,000 deaths annually. This study develops and analyzes a mathematical model that captures the transmission dynamics of Human Papillomavirus (HPV) infection and its progression to cervical cancer. The model incorporates key intervention strategies, including prophylactic vaccination, regular screening and treatment, as well as therapeutic vaccination. Mathematical analysis confirms that the model is both epidemiologically and mathematically well-posed. Using a Lyapunov function in conjunction with LaSalle’s Invariance Principle, we establish the global asymptotic stability of the disease-free equilibrium (DFE) when the effective reproduction number <span><math><mrow><msub><mrow><mi>R</mi></mrow><mrow><mi>e</mi></mrow></msub><mo>&lt;</mo><mn>1</mn></mrow></math></span>, and the global stability of the endemic equilibrium when <span><math><mrow><msub><mrow><mi>R</mi></mrow><mrow><mi>e</mi></mrow></msub><mo>&gt;</mo><mn>1</mn></mrow></math></span>. Bifurcation analysis reveals that the model exhibits a forward (degenerate) transcritical bifurcation at <span><math><mrow><msub><mrow><mi>R</mi></mrow><mrow><mi>e</mi></mrow></msub><mo>=</mo><mn>1</mn></mrow></math></span>, indicating that HPV infection becomes endemic and persists when <span><math><msub><mrow><mi>R</mi></mrow><mrow><mi>e</mi></mrow></msub></math></span> exceeds unity. Conversely, when <span><math><mrow><msub><mrow><mi>R</mi></mrow><mrow><mi>e</mi></mrow></msub><mo>≤</mo><mn>1</mn></mrow></math></span>, the force of infection diminishes, rendering the DFE globally stable. A sensitivity analysis was conducted to identify the most influential parameters governing HPV transmission and the progression to cervical cancer. Local sensitivity was assessed using the normalized forward finite difference method, while global sensitivity was evaluated using the Partial Rank Correlation Coefficient (PRCC) technique. Numerical simulations indicate that prophylactic HPV vaccination is the most impactful standalone intervention. However, a synergistic approach combining vaccination with regular screening, therapeutic vaccination, and treatment strategies such as immunotherapy integrated with induced pluripotent stem cells (iPSCs) and conventional chemotherapy offers a more rapid and substantial reduction in HPV infections. Such a multifaceted strategy is likely to accelerate the eradication of cervical cancer and significantly reduce the disease burden in the population.</div></div>","PeriodicalId":72670,"journal":{"name":"Computer methods and programs in biomedicine update","volume":"8 ","pages":"Article 100219"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computer methods and programs in biomedicine update","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2666990025000448","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Cervical cancer remains a significant global health threat in the 21st century, posing serious societal, public health, and economic challenges. Despite being largely preventable, it is the most common cancer among women worldwide, responsible for over 250,000 deaths annually. This study develops and analyzes a mathematical model that captures the transmission dynamics of Human Papillomavirus (HPV) infection and its progression to cervical cancer. The model incorporates key intervention strategies, including prophylactic vaccination, regular screening and treatment, as well as therapeutic vaccination. Mathematical analysis confirms that the model is both epidemiologically and mathematically well-posed. Using a Lyapunov function in conjunction with LaSalle’s Invariance Principle, we establish the global asymptotic stability of the disease-free equilibrium (DFE) when the effective reproduction number Re<1, and the global stability of the endemic equilibrium when Re>1. Bifurcation analysis reveals that the model exhibits a forward (degenerate) transcritical bifurcation at Re=1, indicating that HPV infection becomes endemic and persists when Re exceeds unity. Conversely, when Re1, the force of infection diminishes, rendering the DFE globally stable. A sensitivity analysis was conducted to identify the most influential parameters governing HPV transmission and the progression to cervical cancer. Local sensitivity was assessed using the normalized forward finite difference method, while global sensitivity was evaluated using the Partial Rank Correlation Coefficient (PRCC) technique. Numerical simulations indicate that prophylactic HPV vaccination is the most impactful standalone intervention. However, a synergistic approach combining vaccination with regular screening, therapeutic vaccination, and treatment strategies such as immunotherapy integrated with induced pluripotent stem cells (iPSCs) and conventional chemotherapy offers a more rapid and substantial reduction in HPV infections. Such a multifaceted strategy is likely to accelerate the eradication of cervical cancer and significantly reduce the disease burden in the population.
HPV传播动态和宫颈癌进展的数学分析:筛查,预防和治疗性疫苗接种策略的作用
在21世纪,子宫颈癌仍然是一个重大的全球健康威胁,构成严重的社会、公共卫生和经济挑战。尽管在很大程度上是可以预防的,但它是全世界妇女中最常见的癌症,每年造成25万多人死亡。本研究开发并分析了一个数学模型,该模型捕获了人乳头瘤病毒(HPV)感染及其发展为宫颈癌的传播动力学。该模式纳入了关键的干预策略,包括预防性疫苗接种、定期筛查和治疗以及治疗性疫苗接种。数学分析证实,该模型在流行病学和数学上都是合理的。利用Lyapunov函数结合LaSalle不变性原理,建立了当有效繁殖数Re>;1时无病平衡(DFE)的全局渐近稳定性,以及当Re>;1时地方病平衡的全局稳定性。分岔分析表明,该模型在Re=1时呈现前向(简并)跨临界分岔,表明当Re超过1时HPV感染成为地方性感染并持续存在。相反,当Re≤1时,感染力减弱,使DFE全局稳定。进行了敏感性分析,以确定控制HPV传播和宫颈癌进展的最具影响力的参数。局部灵敏度采用归一化正演有限差分法评估,全局灵敏度采用偏秩相关系数(PRCC)技术评估。数值模拟表明,预防性HPV疫苗接种是最有效的独立干预措施。然而,将疫苗接种与定期筛查、治疗性疫苗接种和治疗策略(如与诱导多能干细胞(iPSCs)结合的免疫治疗和常规化疗)相结合的协同方法可以更快速、更大幅度地减少HPV感染。这种多方面的战略可能会加速根除子宫颈癌,并大大减少人口中的疾病负担。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
CiteScore
5.90
自引率
0.00%
发文量
0
审稿时长
10 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信