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
[1]   Systemic Therapy for Locally Advanced and Metastatic Non-Small Cell Lung Cancer A Review [J].
Arbour, Kathryn C. ;
Riely, Gregory J. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2019, 322 (08) :764-774
[2]   Use of mathematical modelling to assess the impact of vaccines on antibiotic resistance [J].
Atkins, Katherine E. ;
Lafferty, Erin I. ;
Deeny, Sarah R. ;
Davies, Nicholas G. ;
Robotham, Julie V. ;
Jit, Mark .
LANCET INFECTIOUS DISEASES, 2018, 18 (06) :E204-E213
[3]   Stereotactic body radiotherapy for centrally located stage I non-small cell lung cancer [J].
Bang, Andrew ;
Bezjak, Andrea .
TRANSLATIONAL LUNG CANCER RESEARCH, 2019, 8 (01) :58-69
[4]   Computational oncology - mathematical modelling of drug regimens for precision medicine [J].
Barbolosi, Dominique ;
Ciccolini, Joseph ;
Lacarelle, Bruno ;
Barlesi, Fabrice ;
Andre, Nicolas .
NATURE REVIEWS CLINICAL ONCOLOGY, 2016, 13 (04) :242-254
[5]   Classical Mathematical Models for Description and Prediction of Experimental Tumor Growth [J].
Benzekry, Sebastien ;
Lamont, Clare ;
Beheshti, Afshin ;
Tracz, Amanda ;
Ebos, John M. L. ;
Hlatky, Lynn ;
Hahnfeldt, Philip .
PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (08)
[6]   Definitive and Adjuvant Radiotherapy in Locally Advanced Non-Small-Cell Lung Cancer: American Society of Clinical Oncology Clinical Practice Guideline Endorsement of the American Society for Radiation Oncology Evidence-Based Clinical Practice Guideline [J].
Bezjak, Andrea ;
Temin, Sarah ;
Franklin, Gregg ;
Giaccone, Giuseppe ;
Govindan, Ramaswamy ;
Johnson, Melissa L. ;
Rimner, Andreas ;
Schneider, Bryan J. ;
Strawn, John ;
Azzoli, Christopher G. .
JOURNAL OF CLINICAL ONCOLOGY, 2015, 33 (18) :2100-U162
[7]   Primary Analysis of the Phase II Component of a Phase I/II Dose Intensification Study Using Three-Dimensional Conformal Radiation Therapy and Concurrent Chemotherapy for Patients With Inoperable Non-Small-Cell Lung Cancer: RTOG 0117 [J].
Bradley, Jeffrey D. ;
Bae, Kyounghwa ;
Graham, Mary V. ;
Byhardt, Roger ;
Govindan, Ramaswamy ;
Fowler, Jack ;
Purdy, James A. ;
Michalski, Jeff M. ;
Gore, Elizabeth ;
Choy, Hak .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (14) :2475-2480
[8]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[9]  
Callister M.E, 2019, BMJ, V365, P1725
[10]   A systematic review and meta-analysis of stereotactic body radiation therapy versus surgery for patients with non-small cell lung cancer [J].
Cao, Christopher ;
Wang, Daniel ;
Chung, Caroline ;
Tian, David ;
Rimner, Andreas ;
Huang, James ;
Jones, David R. .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2019, 157 (01) :362-+