OPTIMAL CONTROLS FOR A MATHEMATICAL MODEL OF TUMOR-IMMUNE INTERACTIONS UNDER TARGETED CHEMOTHERAPY WITH IMMUNE BOOST

被引:25
|
作者
Ledzewicz, Urszula [1 ]
Mosalman, Mozhdeh Sadat Faraji [1 ]
Schaettler, Heinz [2 ]
机构
[1] So Illinois Univ, Dept Math & Stat, Edwardsville, IL 62026 USA
[2] Washington Univ, Dept Elect & Syst Engn, St Louis, MO 63130 USA
来源
基金
美国国家科学基金会;
关键词
Optimal control; singular controls; tumor-immune interactions; chemotherapy; regions of attraction; CANCER; IMMUNOTHERAPY; PROTOCOLS;
D O I
10.3934/dcdsb.2013.18.1031
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
An optimal control problem for combination of cancer chemotherapy with immunotherapy in form of a boost to the immune system is considered as a multi-input optimal control problem. The objective to be minimized is chosen as a weighted average of (i) the number of cancer cells at the terminal time, (ii) a measure for the immunocompetent cell densities at the terminal point (included as a negative term), the overall amounts of (iii) cytotoxic agents and (iv) immune boost given as a measure for the side effects of treatment and (v) a small penalty on the free terminal time that limits the overall therapy horizon. This last term is essential in obtaining a mathematically well-posed problem formulation. Both analytical and numerical results about the structures of optimal controls will be presented that give some insights into the structure of optimal protocols, i. e., the dose rates and sequencing of drugs in these combination treatments.
引用
收藏
页码:1031 / 1051
页数:21
相关论文
共 50 条
  • [21] A mathematical model of tumor-immune evasion and siRNA treatment
    Arciero, JC
    Jackson, TL
    Kirschner, DE
    DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS-SERIES B, 2004, 4 (01): : 39 - 58
  • [22] A mathematical model of tumor-immune interactions for evaluating mono- and combination cancer immunotherapy
    Chu, Liang-Hui
    Wang, Weirong
    Zheng, Songmao
    JOURNAL OF PHARMACOKINETICS AND PHARMACODYNAMICS, 2016, 43 : S66 - S66
  • [23] A cellular automata model of tumor-immune system interactions
    Mallet, DG
    De Pillis, LG
    JOURNAL OF THEORETICAL BIOLOGY, 2006, 239 (03) : 334 - 350
  • [24] PERIODICALLY PULSED IMMUNOTHERAPY IN A MATHEMATICAL MODEL OF TUMOR-IMMUNE INTERACTION
    Wei, Hsiu-Chuan
    Lin, Jenn-Tsann
    INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS, 2013, 23 (04):
  • [25] Mathematical modeling of tumor-immune system interactions: the effect of rituximab on breast cancer immune response
    Bitsouni, Vasiliki
    Tsilidis, Vasilis
    JOURNAL OF THEORETICAL BIOLOGY, 2022, 539
  • [26] A model for tumor-immune interaction
    de Souza, Natalie
    NATURE METHODS, 2018, 15 (10) : 762 - 762
  • [27] Analysis of a hybrid impulsive tumor-immune model with immunotherapy and chemotherapy
    Zhao, Zhong
    Pang, Liuyong
    Li, Qiuying
    CHAOS SOLITONS & FRACTALS, 2021, 144
  • [28] A Dual-Aggressive Model of Tumor-Immune System Interactions
    Afolabi, Abdulkareem Ibrahim
    Maan, Normah
    INTERNATIONAL JOURNAL OF ONLINE AND BIOMEDICAL ENGINEERING, 2019, 15 (10) : 154 - 161
  • [29] A mixture-like model for tumor-immune system interactions
    Fotso, Christian Tayou
    Girel, Simon
    Anjuere, Fabienne
    Braud, Veronique M.
    Hubert, Florence
    Goudon, Thierry
    JOURNAL OF THEORETICAL BIOLOGY, 2024, 581
  • [30] A model of tumor-immune system interactions with healthy cells and immunotherapies
    Yu, Jui-Ling
    Wei, Hsiu-Chuan
    Jang, Sophia R-J
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2022, 45 (05) : 2852 - 2870