New observations on optimal cancer treatments for a fractional tumor growth model with and without singular kernel

被引:25
作者
Akman Yildiz, Tugba [1 ]
Arshad, Sadia [2 ]
Baleanu, Dumitru [3 ,4 ,5 ]
机构
[1] Univ Turkish Aeronaut Assoc, Dept Logist Management, TR-06790 Ankara, Turkey
[2] COMSATS Univ Islamabad, Dept Math, Lahore Campus, Lahore, Pakistan
[3] Cankaya Univ, Dept Math, TR-06530 Ankara, Turkey
[4] Hohai Univ, Inst Soft Matter Mech, Dept Engn Mech, Nanjing 210098, Jiangsu, Peoples R China
[5] Inst Space Sci, Magurele 077125, Romania
关键词
Optimal control; Chemotherapy; Immunotherapy; Obesity; Fractional differential equations; Nonsingular kernel; Stability; MATHEMATICAL-MODEL; IMMUNE-SYSTEM; CHEMOTHERAPY; OBESITY; DYNAMICS; IMMUNOTHERAPY; SCHEDULES;
D O I
10.1016/j.chaos.2018.10.029
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The aim of this study is to examine a fractional optimal control problem (FOCP) governed by a cancer-obesity model with and without singular kernel, separately. We propose a new model including the population of immune cells, tumor cells, normal cells, fat cells, chemotherapeutic and immunotherapeutic drug concentrations. Existence and stability of the tumor free equilibrium point and coexisting equilibrium point are investigated analytically. We obtain the numerical solution of the fractional cancer-obesity model using L1 formula. The aim behind the FOCP is to find the optimal doses of chemotherapeutic and immunotherapeutic drugs which minimize the difference between the number of tumor cells and normal cells. To do so, we insert some weight constants as the coefficients of tumor and normal cells in the cost functional so that normal cell population is larger compared to tumor burden. On the other hand, we investigate the effect of obesity to the choice and schedules of treatment strategies in case of low and high caloric diets. Moreover, we discuss the choice of the differentiation operator, namely operators with and without singular kernel. Lastly, some illustrative examples are shown to examine the impact of the fractional derivatives of different orders on cancer-obesity model and we observe the contribution of the cost functional to eradicate tumor burden and regenerate normal cell population. Our model predicts the negative effect of obesity on the health of patient and we show that the most efficient treatment choice to eradicate the tumor is to apply combined therapy together with low caloric diet. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:226 / 239
页数:14
相关论文
共 43 条
[1]   ON FRACTIONAL DERIVATIVES WITH EXPONENTIAL KERNEL AND THEIR DISCRETE VERSIONS [J].
Abdeljawad, Thabet ;
Baleanu, Dumitru .
REPORTS ON MATHEMATICAL PHYSICS, 2017, 80 (01) :11-27
[2]   On some Routh-Hurwitz conditions for fractional order differential equations and their applications in Lorenz, Rossler, Chua and Chen systems [J].
Ahmed, E. ;
El-Sayed, A. M. A. ;
El-Saka, Hala A. A. .
PHYSICS LETTERS A, 2006, 358 (01) :1-4
[3]   New discretization of Caputo-Fabrizio derivative [J].
Akman, Tugba ;
Yildiz, Burak ;
Baleanu, Dumitru .
COMPUTATIONAL & APPLIED MATHEMATICS, 2018, 37 (03) :3307-3333
[4]   Optimal chemotherapy and immunotherapy schedules for a cancer-obesity model with Caputo time fractional derivative [J].
Akman Yildiz, Tugba ;
Arshad, Sadia ;
Baleanu, Dumitru .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2018, 41 (18) :9390-9407
[5]  
Alipour M, 2016, U POLITEH BUCH SER A, V78, P243
[6]  
[Anonymous], 2018, Mathematical Theory of Optimal Processes
[7]  
[Anonymous], MATH SCI ENG INTRO F
[8]  
[Anonymous], 2015, NUMERICAL METHODS FR
[9]  
Arciero JC, 2004, DISCRETE CONT DYN-B, V4, P39
[10]   Mathematical modeling of 2014 Ebola outbreak [J].
Area, Ivan ;
Losada, Jorge ;
Ndairou, Faical ;
Nieto, Juan J. ;
Tcheutia, Daniel D. .
MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2017, 40 (17) :6114-6122