{"title":"溶瘤病毒和嵌合抗原受体T细胞联合治疗的随机肿瘤免疫模型的阈值动力学","authors":"Tong Zhou, Jin Yang, Yuanshun Tan, Zijian Liu","doi":"10.1016/j.chaos.2025.116418","DOIUrl":null,"url":null,"abstract":"<div><div>The combination of chimeric antigen receptor T (CAR-T) cell immunotherapy and oncolytic viruses (OVs) has been identified in preclinical studies as a promising treatment approach for eradicating solid tumors, demonstrating synergistic effects that significantly promote tumor reduction. This paper proposes a stochastic differential equation to describe the combination of OVs and CAR-T cell immunotherapy under the influence of white noise. The existence of a unique global positive solution, stochastic eventually boundedness and permanence of the system are determined. Sufficient conditions for the global attractiveness of the solution are given. Threshold conditions for tumor extinction and persistence are derived and the stationary distribution and ergodicity of the system are examined. Numerical simulations are conducted to validate the model, revealing that an increase in white noise can suppress tumor growth to a certain extent. It is shown that the joint effect between white noise and model parameters determines whether tumor eradication or persistence occurs. It is further demonstrated that enhancing CAR-T cell-induced viral release promotes tumor elimination, although excessive viral release may lead to recurrent instability. The therapy was highly effective in eliminating tumors when both virus-induced lysis intensity and CAR-T cell-induced viral release were high. In contrast, oncolytic virotherapy alone are observed to be less effective than the combined therapy.</div></div>","PeriodicalId":9764,"journal":{"name":"Chaos Solitons & Fractals","volume":"197 ","pages":"Article 116418"},"PeriodicalIF":5.3000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Threshold dynamics of a stochastic tumor-immune model combined oncolytic virus and chimeric antigen receptor T cell therapies\",\"authors\":\"Tong Zhou, Jin Yang, Yuanshun Tan, Zijian Liu\",\"doi\":\"10.1016/j.chaos.2025.116418\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The combination of chimeric antigen receptor T (CAR-T) cell immunotherapy and oncolytic viruses (OVs) has been identified in preclinical studies as a promising treatment approach for eradicating solid tumors, demonstrating synergistic effects that significantly promote tumor reduction. This paper proposes a stochastic differential equation to describe the combination of OVs and CAR-T cell immunotherapy under the influence of white noise. The existence of a unique global positive solution, stochastic eventually boundedness and permanence of the system are determined. Sufficient conditions for the global attractiveness of the solution are given. Threshold conditions for tumor extinction and persistence are derived and the stationary distribution and ergodicity of the system are examined. Numerical simulations are conducted to validate the model, revealing that an increase in white noise can suppress tumor growth to a certain extent. It is shown that the joint effect between white noise and model parameters determines whether tumor eradication or persistence occurs. It is further demonstrated that enhancing CAR-T cell-induced viral release promotes tumor elimination, although excessive viral release may lead to recurrent instability. The therapy was highly effective in eliminating tumors when both virus-induced lysis intensity and CAR-T cell-induced viral release were high. In contrast, oncolytic virotherapy alone are observed to be less effective than the combined therapy.</div></div>\",\"PeriodicalId\":9764,\"journal\":{\"name\":\"Chaos Solitons & Fractals\",\"volume\":\"197 \",\"pages\":\"Article 116418\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-04-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chaos Solitons & Fractals\",\"FirstCategoryId\":\"100\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S096007792500431X\",\"RegionNum\":1,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chaos Solitons & Fractals","FirstCategoryId":"100","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S096007792500431X","RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, INTERDISCIPLINARY APPLICATIONS","Score":null,"Total":0}
Threshold dynamics of a stochastic tumor-immune model combined oncolytic virus and chimeric antigen receptor T cell therapies
The combination of chimeric antigen receptor T (CAR-T) cell immunotherapy and oncolytic viruses (OVs) has been identified in preclinical studies as a promising treatment approach for eradicating solid tumors, demonstrating synergistic effects that significantly promote tumor reduction. This paper proposes a stochastic differential equation to describe the combination of OVs and CAR-T cell immunotherapy under the influence of white noise. The existence of a unique global positive solution, stochastic eventually boundedness and permanence of the system are determined. Sufficient conditions for the global attractiveness of the solution are given. Threshold conditions for tumor extinction and persistence are derived and the stationary distribution and ergodicity of the system are examined. Numerical simulations are conducted to validate the model, revealing that an increase in white noise can suppress tumor growth to a certain extent. It is shown that the joint effect between white noise and model parameters determines whether tumor eradication or persistence occurs. It is further demonstrated that enhancing CAR-T cell-induced viral release promotes tumor elimination, although excessive viral release may lead to recurrent instability. The therapy was highly effective in eliminating tumors when both virus-induced lysis intensity and CAR-T cell-induced viral release were high. In contrast, oncolytic virotherapy alone are observed to be less effective than the combined therapy.
期刊介绍:
Chaos, Solitons & Fractals strives to establish itself as a premier journal in the interdisciplinary realm of Nonlinear Science, Non-equilibrium, and Complex Phenomena. It welcomes submissions covering a broad spectrum of topics within this field, including dynamics, non-equilibrium processes in physics, chemistry, and geophysics, complex matter and networks, mathematical models, computational biology, applications to quantum and mesoscopic phenomena, fluctuations and random processes, self-organization, and social phenomena.