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应用卡普托分数阶导数预测人乳头瘤病毒疫苗接种及其对宫颈癌的影响。

Projections of human papillomavirus vaccination and its impact on cervical cancer using the Caputo fractional derivative.

机构信息

Department of Mathematics and Applied Mathematics, University of Johannesburg, Doornfontein, 2028, South Africa.

Department of Mathematics and Applied Mathematics, University of the Western Cape, Private Bag X17, Bellville 7535, South Africa.

出版信息

Math Biosci Eng. 2023 May 5;20(7):11605-11626. doi: 10.3934/mbe.2023515.

Abstract

We propose a fractional order model for human papillomavirus (HPV) dynamics, including the effects of vaccination and public health education on developing cervical cancer. First, we discuss the general structure of Caputo fractional derivatives and integrals. Next, we define the fractional HPV model using Caputo derivatives. The model equilibrium quantities, with their stability, are discussed based on the magnitude of the reproduction number. We compute and simulate numerical solutions of the presented fractional model using the Adams-Bashforth-Moulton scheme. Meanwhile, real data sourced from reports from the World Health Organization is used to establish the parameters and compute the basic reproduction number. We present figures of state variables for different fractional orders and the classical integer order. The impacts of vaccination and public health education are discussed through numerical simulations. From the results, we observe that an increase in both vaccination rates and public health education increases the quality of life, and thus, reduces disease burden and suffering in communities. The results also confirm that modeling HPV transmission dynamics using fractional derivatives includes history effects in the model, making the model further insightful and appropriate for studying HPV dynamics.

摘要

我们提出了一个用于人类乳头瘤病毒 (HPV) 动力学的分数阶模型,包括疫苗接种和公共卫生教育对宫颈癌发展的影响。首先,我们讨论了 Caputo 分数阶导数和积分的一般结构。接下来,我们使用 Caputo 导数定义了分数阶 HPV 模型。基于繁殖数的大小,讨论了模型平衡态及其稳定性。我们使用 Adams-Bashforth-Moulton 方案计算并模拟了所提出的分数阶模型的数值解。同时,使用世界卫生组织报告中的实际数据来确定参数并计算基本繁殖数。我们为不同的分数阶和经典整数阶展示了状态变量的图形。通过数值模拟讨论了疫苗接种和公共卫生教育的影响。结果表明,接种率和公共卫生教育的提高都能提高生活质量,从而减少社区疾病负担和痛苦。结果还证实,使用分数阶导数对 HPV 传播动力学进行建模可以将模型中的历史效应包含在内,使模型更具洞察力,更适合研究 HPV 动力学。

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