Modeling the Nonmonotonic Immune Response in a Tumor–Immune System Interaction

Author:

Liu Yu12,Ma Yuhang3,Yang Cuihong1,Peng Zhihang3ORCID,Takeuchi Yasuhiro4ORCID,Banerjee Malay5ORCID,Dong Yueping16

Affiliation:

1. School of Mathematics and Statistics, Central China Normal University, Wuhan 430079, China

2. School of Information Technology, Guangxi Police College, Nanning 530028, China

3. School of Public Health, Nanjing Medical University, Nanjing 211166, China

4. College of Science and Engineering, Aoyama Gakuin University, Kanagawa 252-5258, Japan

5. Department of Mathematics and Statistics, Indian Institute of Technology Kanpur, Kanpur 208016, India

6. Hubei Key Laboratory of Mathematical Sciences, Central China Normal University, Wuhan 430079, China

Abstract

Tumor–immune system interactions are very complicated, being highly nonlinear and not well understood. A large number of tumors can potentially weaken the immune system through various mechanisms such as secreting cytokines that suppress the immune response. In this paper, we propose a tumor–immune system interaction model with a nonmonotonic immune response function and adoptive cellular immunotherapy (ACI). The model has a tumor-free equilibrium and at most three tumor-presence equilibria (low, moderate and high ones). The stability of all equilibria is studied by analyzing their characteristic equations. The consideration of nonmonotonic immune response results in a series of bifurcations such as the saddle-node bifurcation, transcritical bifurcation, Hopf bifurcation and Bogdanov–Takens bifurcation. In addition, numerical simulation results show the coexistence of periodic orbits and homoclinic orbits. Interestingly, along with various bifurcations, we also found two bistable scenarios: the coexistence of a stable tumor-free as well as a high-tumor-presence equilibrium and the coexistence of a stable-low as well as a high-tumor-presence equilibrium, which can show symmetric and antisymmetric properties in a range of model parameters and initial cell concentrations. The new findings indicate that under ACI, patients can possibly reach either a stable tumor-free state or a low-tumor-presence state in the presence of nonmonotonic immune response once the immune system is activated.

Funder

National Natural Science Foundation of China

Japan Society for the Promotion of Science

Publisher

MDPI AG

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3