Forecasting the stochastic vicious cycle of cancer progression and immune response

被引:1
|
作者
Idrees, Muhammad [1 ]
Sohail, Ayesha [1 ]
Tavares, Joao Manuel R. S. [2 ]
机构
[1] COMSATS Univ Islamabad, Dept Math, Lahore 54000, Pakistan
[2] Univ Porto, Fac Engn, Inst Ciencia & Inovacao Engn Mecan & Engn Ind, Dept Engn Mecan, Porto, Portugal
关键词
Stochastic modeling; Stochastic numerical analysis; Kinetic modelling; Breast cancer; BIOLOGY;
D O I
10.1016/j.rinp.2021.104420
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
It is accepted that cancer progression is a stochastic process, and there is a bifurcation in cancer cell count, which gets chaotic if not treated at preliminary stages. Therefore, strategies for fighting cancer at early stages are highly desired. However, the interaction of the immune system with cancer cells is not a straightforward process. The stochastic cell interactions lead to uncontrollable dynamics and sometimes to the death of the patient. A stochastic computational framework developed based on principles of the cancer-immune cell interaction is proposed in this article. The results obtained using the framework for breast cancer are close to the experimental findings, confirming that it can be a useful tool for identifying possible control measures. This study concludes that a control strategy based on stochastic modeling is promising and that a deep understanding of the interaction cell rates is essential for timely cancer control measures.
引用
收藏
页数:6
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