A general framework for modeling tumor-immune system competition and immunotherapy: Mathematical analysis and biomedical inferences

被引:216
作者
d'Onofrio, A [1 ]
机构
[1] European Inst Oncol, Dept Epidemiol & Biostat, I-20141 Milan, Italy
关键词
cancer; immunotherapy; stability theory; periodical forcing;
D O I
10.1016/j.physd.2005.06.032
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work we propose and investigate a family of models, which admits as particular cases some well known mathematical models of tumor-immune system interaction, with the additional assumption that the influx of immune system cells may be a function of the number of cancer cells. Constant, periodic and impulsive therapies (as well as the non-perturbed system) are investigated both analytically for the general family and, by using the model by Kuznetsov et al. [V.A. Kuznetsov, I.A. Makalkin, M.A. Taylor, A.S. Perelson, Nonlinear dynamics of immunogenic tumors: parameter estimation and global bifurcation analysis, Bull. Math. Biol. (1994) 56(2) 295-321), via numerical simulations. Simulations seem to show that the shape of the function modeling the therapy is a crucial factor only for very high values of the therapy period T, whereas for realistic values of T, the eradication of the cancer cells depends on the mean values of the therapy term. Finally, some medical inferences are proposed. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:220 / 235
页数:16
相关论文
共 59 条
[51]  
STEEL GG, 1977, GROTH KINETICS TUMOU
[52]  
Stepanova NV, 1980, Biophys, V24, P917
[53]  
SZYMANSKA S, 2003, INT J APPL MATH COMP, V13, P407
[54]  
Thieme H. R., 2003, MATH POPULATION BIOL
[55]  
Tsao HS, 1997, CANCER, V79, P2361
[56]   EVALUATION OF SOME MATHEMATICAL-MODELS FOR TUMOR-GROWTH [J].
VAIDYA, VG ;
ALEXANDRO, FJ .
INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING, 1982, 13 (01) :19-35
[57]   From exposure to effect: a comparison of modeling approaches to chemical carcinogenesis [J].
van Leeuwen, IMM ;
Zonneveld, C .
MUTATION RESEARCH-REVIEWS IN MUTATION RESEARCH, 2001, 489 (01) :17-45
[58]   SPONTANEOUS CYCLIC LEUKOCYTOSIS AND THROMBOCYTOSIS IN CHRONIC GRANULOCYTIC LEUKEMIA [J].
VODOPICK, H ;
RUPP, EM ;
BEAUCHAMP, JJ ;
EDWARDS, CL ;
GOSWITZ, FA .
NEW ENGLAND JOURNAL OF MEDICINE, 1972, 286 (06) :284-+
[59]   The Gompertzian curve reveals fractal properties of tumor growth [J].
Waliszewski, P ;
Konarski, J .
CHAOS SOLITONS & FRACTALS, 2003, 16 (05) :665-674