Computational approaches of modelling human papillomavirus transmission and prevention strategies: a systematic review.

IF 1.8 4区 数学 Q3 ECOLOGY Journal of Biological Dynamics Pub Date : 2025-12-01 Epub Date: 2025-01-17 DOI:10.1080/17513758.2024.2436376
Weiyi Wang, Shailendra Sawleshwarkar, Mahendra Piraveenan
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Abstract

Human papillomavirus (HPV) infection is the most common sexually transmitted infection in the world. Persistent oncogenic HPV infection has been a leading threat to global health and can lead to serious complications such as cervical cancer. Prevention interventions including vaccination and screening have been proven effective in reducing the risk of HPV-related diseases. In recent decades, computational epidemiology has been serving as a very useful tool to study HPV transmission dynamics and evaluation of prevention strategies. In this paper, we conduct a comprehensive literature review on state-of-the-art computational epidemic models for HPV disease dynamics, transmission dynamics, as well as prevention efforts. Selecting 45 most-relevant papers from an initial pool of 10,497 papers identified through keyword search, we classify them based on models used and prevention strategies employed, summarize current research trends, identify gaps in the present literature, and identify future research directions. In particular, we describe current consensus regarding optimal prevention strategies which favour prioritizing teenage girls for vaccination. We also note that optimal prevention strategies depend on the resources available in each country, with hybrid vaccination and screening being the most fruitful for developed countries, and screening-only approaches being most cost effective for low and middle income countries. We also highlight that in future, the use of computational and operations research tools such as game theory and linear programming, coupled with the large scale use of census and geographic information systems data, will greatly aid in the modelling, analysis and prevention of HPV.

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模拟人类乳头瘤病毒传播和预防策略的计算方法:系统回顾。
人乳头瘤病毒(HPV)感染是世界上最常见的性传播感染。持续的致瘤性人乳头瘤病毒感染一直是全球健康的主要威胁,并可导致宫颈癌等严重并发症。包括疫苗接种和筛查在内的预防干预措施已被证明对减少hpv相关疾病的风险有效。近几十年来,计算流行病学已经成为研究HPV传播动态和评估预防策略的非常有用的工具。在本文中,我们对HPV疾病动力学,传播动力学以及预防工作的最先进的计算流行病模型进行了全面的文献综述。通过关键词搜索,我们从10497篇论文中选择了45篇最相关的论文,根据使用的模型和采用的预防策略对它们进行分类,总结当前的研究趋势,找出现有文献的空白,并确定未来的研究方向。特别是,我们描述了目前关于有利于优先接种少女疫苗的最佳预防战略的共识。我们还注意到,最佳预防战略取决于每个国家现有的资源,发达国家采用混合疫苗接种和筛查方法最有效,中低收入国家采用纯筛查方法最具成本效益。我们还强调,在未来,使用计算和运筹学工具,如博弈论和线性规划,再加上大规模使用人口普查和地理信息系统数据,将极大地有助于HPV的建模、分析和预防。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Biological Dynamics
Journal of Biological Dynamics ECOLOGY-MATHEMATICAL & COMPUTATIONAL BIOLOGY
CiteScore
4.90
自引率
3.60%
发文量
28
审稿时长
33 weeks
期刊介绍: Journal of Biological Dynamics, an open access journal, publishes state of the art papers dealing with the analysis of dynamic models that arise from biological processes. The Journal focuses on dynamic phenomena at scales ranging from the level of individual organisms to that of populations, communities, and ecosystems in the fields of ecology and evolutionary biology, population dynamics, epidemiology, immunology, neuroscience, environmental science, and animal behavior. Papers in other areas are acceptable at the editors’ discretion. In addition to papers that analyze original mathematical models and develop new theories and analytic methods, the Journal welcomes papers that connect mathematical modeling and analysis to experimental and observational data. The Journal also publishes short notes, expository and review articles, book reviews and a section on open problems.
期刊最新文献
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