Radio-immune response modelling for spatially fractionated radiotherapy

被引:4
|
作者
Cho, Young-Bin [1 ,2 ,3 ]
Yoon, Nara [4 ]
Suh, John H. [1 ,2 ]
Scott, Jacob G. [1 ,2 ,5 ,6 ]
机构
[1] Cleveland Clin, Taussig Canc Inst, Dept Radiat Oncol, Cleveland, OH 44195 USA
[2] Case Western Reserve Univ, Cleveland Clin, Dept Radiat Oncol, Lerner Coll Med, Cleveland, OH 44106 USA
[3] Case Western Reserve Univ, Cleveland Clin, Dept Biomed Engn, Lerner Coll Med, Cleveland, OH 44106 USA
[4] Adelphi Univ, Dept Math & Comp Sci, New York, NY USA
[5] Case Western Reserve Univ, Cleveland Clin, Lerner Coll Med, Dept Translat Hematol & Oncol Res, Cleveland, OH USA
[6] Case Western Reserve Univ, Dept Phys, Cleveland, OH USA
来源
PHYSICS IN MEDICINE AND BIOLOGY | 2023年 / 68卷 / 16期
基金
美国国家卫生研究院;
关键词
radio immune response modelling; spatially fractionated RT; immune trap; immune escape; immune bifurcation; terminal tumor volume; CANCER; RADIATION; IMMUNOTHERAPY; HALLMARKS; THERAPY;
D O I
10.1088/1361-6560/ace819
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. Radiation-induced cell death is a complex process influenced by physical, chemical and biological phenomena. Although consensus on the nature and the mechanism of the bystander effect were not yet made, the immune process presumably plays an important role in many aspects of the radiotherapy including the bystander effect. A mathematical model of immune response during and after radiation therapy is presented. Approach. Immune response of host body and immune suppression of tumor cells are modelled with four compartments in this study; viable tumor cells, T cell lymphocytes, immune triggering cells, and doomed cells. The growth of tumor was analyzed in two distinctive modes of tumor status (immune limited and immune escape) and its bifurcation condition. Main results. Tumors in the immune limited mode can grow only up to a finite size, named as terminal tumor volume analytically calculated from the model. The dynamics of the tumor growth in the immune escape mode is much more complex than the tumors in the immune limited mode especially when the status of tumor is close to the bifurcation condition. Radiation can kill tumor cells not only by radiation damage but also by boosting immune reaction. Significance. The model demonstrated that the highly heterogeneous dose distribution in spatially fractionated radiotherapy (SFRT) can make a drastic difference in tumor cell killing compared to the homogeneous dose distribution. SFRT cannot only enhance but also moderate the cell killing depending on the immune response triggered by many factors such as dose prescription parameters, tumor volume at the time of treatment and tumor characteristics. The model was applied to the lifted data of 67NR tumors on mice and a sarcoma patient treated multiple times over 1200 days for the treatment of tumor recurrence as a demonstration.
引用
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页数:15
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