Lung Cancer Radiotherapy: Simulation and Analysis Based on a Multicomponent Mathematical Model

被引:8
作者
Hong, Wen-song [1 ]
Wang, Shun-guan [1 ]
Zhang, Gang-qing [1 ]
机构
[1] Guangdong Second Prov Gen Hosp, Dept Radiotherapy, Guangzhou 510317, Peoples R China
关键词
BODY RADIATION-THERAPY; VOLUME DOUBLING TIME; AMERICAN SOCIETY; ONCOLOGY; CHEMOTHERAPY; ENDORSEMENT;
D O I
10.1155/2021/6640051
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background. Lung cancer has been one of the most deadly illnesses all over the world, and radiotherapy can be an effective approach for treating lung cancer. Now, mathematical model has been extended to many biomedical fields to give a hand for analysis, evaluation, prediction, and optimization. Methods. In this paper, we propose a multicomponent mathematical model for simulating the lung cancer growth as well as radiotherapy treatment for lung cancer. The model is digitalized and coded for computer simulation, and the model parameters are fitted with many research and clinical data to provide accordant results along with the growth of lung cancer cells in vitro. Results. Some typical radiotherapy plans such as stereotactic body radiotherapy, conventional fractional radiotherapy, and accelerated hypofractionated radiotherapy are simulated, analyzed, and discussed. The results show that our mathematical model can perform the basic work for analysis and evaluation of the radiotherapy plan. Conclusion. It will be expected that in the near future, mathematical model will be a valuable tool for optimization in personalized medical treatment.
引用
收藏
页数:16
相关论文
共 44 条
[11]   Expectations About the Effectiveness of Radiation Therapy Among Patients With Incurable Lung Cancer [J].
Chen, Aileen B. ;
Cronin, Angel ;
Weeks, Jane C. ;
Chrischilles, Elizabeth A. ;
Malin, Jennifer ;
Hayman, James A. ;
Schrag, Deborah .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (21) :2730-2735
[12]   Palliative Radiation Therapy Practice in Patients With Metastatic Non-Small-Cell Lung Cancer: A Cancer Care Outcomes Research and Surveillance Consortium (CanCORS) Study [J].
Chen, Aileen B. ;
Cronin, Angel ;
Weeks, Jane C. ;
Chrischilles, Elizabeth A. ;
Malin, Jennifer ;
Hayman, James A. ;
Schrag, Deborah .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (05) :558-564
[13]   What Would Be the Most Appropriate α/β Ratio in the Setting of Stereotactic Body Radiation Therapy for Early Stage Non-Small Cell Lung Cancer [J].
Chi, Alexander ;
Wen, Sijin ;
Liao, Zhongxing ;
Fowler, Jack ;
Xu, Jiahong ;
Nguyen, Nam P. ;
Welsh, James S. ;
Komaki, Ritsuko .
BIOMED RESEARCH INTERNATIONAL, 2013, 2013
[14]   Pharmacokinetics and Pharmacodynamics-Based Mathematical Modeling Identifies an Optimal Protocol for Metronomic Chemotherapy [J].
Ciccolini, Joseph ;
Barbolosi, Dominique ;
Meille, Christophe ;
Lombard, Aurelie ;
Serdjebi, Cindy ;
Giacometti, Sarah ;
Padovani, Laetitia ;
Pasquier, Eddy ;
Andre, Nicolas .
CANCER RESEARCH, 2017, 77 (17) :4723-4733
[15]   Accelerated hypo-fractionated radiotherapy for non small cell lung cancer: Results from 4 UK centres [J].
Din, Omar S. ;
Harden, Susan V. ;
Hudson, Emma ;
Mohammed, Nazia ;
Pemberton, Laura S. ;
Lester, Jason F. ;
Biswas, Debashis ;
Magee, Lavinia ;
Tufail, Aisha ;
Carruthers, Ross ;
Sheikh, Ghazia ;
Gilligan, David ;
Hatton, Matthew Q. F. .
RADIOTHERAPY AND ONCOLOGY, 2013, 109 (01) :8-12
[16]  
Domingues J.S., 2012, J. Math. Model. Appl, V1, P70
[17]  
Fowler JF, 2000, INT J RADIAT ONCOL, V46, P516
[18]   Patient-specific characterization of the invasiveness and proliferation of low-grade gliomas using serial MR imaging and a mathematical model of tumor growth [J].
Hathout, Leith ;
Ellingson, Benjamin M. ;
Cloughesy, Timothy F. ;
Pope, Whitney B. .
ONCOLOGY REPORTS, 2015, 33 (06) :2883-2888
[19]   Simulation analysis for tumor radiotherapy based on three-component mathematical models [J].
Hong, Wen-song ;
Zhang, Gang-qing .
JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS, 2019, 20 (03) :22-26
[20]   Hypofractionated vs. conventional radiation therapy for stage III non-small cell lung cancer treated without chemotherapy [J].
Iocolano, Michelle ;
Wild, Aaron T. ;
Hannum, Margaret ;
Zhang, Zhigang ;
Simone, Charles B. ;
Gelblum, Daphna ;
Wu, Abraham J. ;
Rimner, Andreas ;
Shepherd, Annemarie F. .
ACTA ONCOLOGICA, 2020, 59 (02) :164-170