Laser immunotherapy and the tumor-immune system interaction: a mathematical model and analysis

被引:0
|
作者
Laverty, Sean M. [1 ]
Dawkins, Bryan A. [1 ]
Chen, Wei R. [2 ]
机构
[1] Univ Cent Oklahoma, Dept Math & Stat, 100 N Univ Dr, Edmond, OK 73034 USA
[2] Univ Cent Oklahoma, Dept Engn & Phys, Biophoton res Lab, Oklahoma City, OK USA
来源
关键词
Mathematical modeling; ordinary differential equations; tumor-immune dynamics; immunotherapy;
D O I
10.1117/12.2041814
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Laser immunotherapy (LIT) is a cancer treatment with promising results in animal models and some 'no other option' patients. The therapy elicits an immune response that targets the primary tumor and, perhaps more importantly, otherwise untreatable metastases. We develop and analyze a mathematical model that includes key elements of the host immune response set in motion by LIT. We use Latin Hypercube Sampling (LHS) to efficiently sample model parameters from a high-dimensional parameter space and get a broad sense of model dynamics. Depending on a variety of tumor, therapy, and immune parameters, a variety of patient outcomes ranging from tumor clearance to patient death are possible.
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页数:9
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