Tumour-immune dynamics with an immune checkpoint inhibitor

Q3 Mathematics
Elpiniki Nikolopoulou, Lauren R. Johnson, Duane Harris, J. Nagy, E. Stites, Y. Kuang
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引用次数: 26

Abstract

Abstract The use of immune checkpoint inhibitors is becoming more commonplace in clinical trials across the nation. Two important factors in the tumour-immune response are the checkpoint protein programmed death-1 (PD-1) and its ligand PD-L1. We propose a mathematical tumour-immune model using a system of ordinary differential equations to study dynamics with and without the use of anti-PD-1. A sensitivity analysis is conducted, and series of simulations are performed to investigate the effects of intermittent and continuous treatments on the tumour-immune dynamics. We consider the system without the anti-PD-1 drug to conduct a mathematical analysis to determine the stability of the tumour-free and tumorous equilibria. Through simulations, we found that a normally functioning immune system may control tumour. We observe treatment with anti-PD-1 alone may not be sufficient to eradicate tumour cells. Therefore, it may be beneficial to combine single agent treatments with additional therapies to obtain a better antitumour response.
免疫检查点抑制剂的肿瘤免疫动力学
免疫检查点抑制剂的使用在全国的临床试验中变得越来越普遍。肿瘤免疫应答的两个重要因素是检查点蛋白程序性死亡-1 (PD-1)及其配体PD-L1。我们提出了一个数学肿瘤免疫模型,使用常微分方程系统来研究使用和不使用抗pd -1的动力学。进行了敏感性分析,并进行了一系列模拟,以研究间歇性和连续治疗对肿瘤免疫动力学的影响。我们考虑在没有抗pd -1药物的情况下对系统进行数学分析,以确定无瘤平衡和有瘤平衡的稳定性。通过模拟,我们发现正常运作的免疫系统可能控制肿瘤。我们观察到单独使用抗pd -1治疗可能不足以根除肿瘤细胞。因此,将单药治疗与其他治疗相结合可能是有益的,以获得更好的抗肿瘤反应。
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
Letters in Biomathematics
Letters in Biomathematics Mathematics-Statistics and Probability
CiteScore
2.00
自引率
0.00%
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0
审稿时长
14 weeks
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