Laboratory of Mathematics and Applications, Faculty of Sciences and Technologies, Hassan II University of Casablanca, PO Box 146, 20650 Mohammedia, Morocco.
Biosystems. 2021 Jan;199:104321. doi: 10.1016/j.biosystems.2020.104321. Epub 2020 Dec 4.
Cervical cancer cells may develop from any cell infected by human papillomavirus (HPV). The aim of this paper is to study whether an optimal control of HPV infection can reduce those resulting cancer cells. To this end, the problem will be modelled by five differential equations that describe the interactions between healthy cells, infected cells, free virus, precancerous cells and cancer cells. A saturated infection rate and two treatments are incorporated into the model. The first therapy stands for the efficacy of drug treatment in blocking new infections, whereas the second serves as the drug effectiveness in inhibiting viral production. First, The problem well-posedness is fulfilled in terms of existence, positivity and boundedness of solution. Next, the existence for the two optimal control pair is established, Pontryagin's maximum principle is used to characterize these two optimal controls. Moreover, the optimality system is derived and solved numerically using the forward and backward difference approximation scheme. Finally, numerical simulations are established in order to show the role of optimal therapy in controlling cancer cells proliferation. It was revealed that the antiviral drug therapies do not act only on the viral infection spread but also on reducing the amount of precancerous and cancerous cells. Consequently, the antiviral therapies can be considered amongst the most promising measures to reduce cervical cancer cells invasion.
宫颈癌细胞可能由感染人乳头瘤病毒 (HPV) 的任何细胞发展而来。本文旨在研究是否可以通过对 HPV 感染的最佳控制来减少由此产生的癌细胞。为此,将通过五个微分方程来建模,这些方程描述了健康细胞、感染细胞、游离病毒、癌前细胞和癌细胞之间的相互作用。该模型中包含了饱和感染率和两种治疗方法。第一种疗法代表药物治疗阻止新感染的效果,而第二种疗法则代表药物抑制病毒产生的效果。首先,从解的存在性、正定性和有界性方面证明了问题的适定性。其次,建立了两个最优控制对的存在性,利用庞特里亚金极大值原理来刻画这两个最优控制。此外,导出了最优性系统,并使用前向和后向差分逼近方案进行了数值求解。最后,建立了数值模拟,以显示最优治疗在控制癌细胞增殖中的作用。结果表明,抗病毒药物疗法不仅作用于病毒感染的传播,还作用于减少癌前细胞和癌细胞的数量。因此,抗病毒疗法可以被认为是减少宫颈癌细胞侵袭的最有希望的措施之一。