Abstract
In this study, we apply the method of singularly perturbed vector field (S PVF) and its application to the problem of bladder cancer treatment that takes into account the combination of Bacillus CalmetteGurin vaccine (BCG) and interleukin (IL)-2 immunotherapy (IL − 2). The model is presented with a hidden hierarchy of time scale of the dynamical variables of the system. By applying the S PVF, we transform the model to S PS (Singular Perturbed System) form with explicit hierarchy, i.e., slow and fast sub-systems. The decomposition of the model to fast and slow subsystems, first of all, reduces significantly the time computer calculations as well as the long and complex algebraic expressions when investigating the full model. In addition, this decomposition allows us to explore only the fast subsystem without losing important biological/ mathematical information of the original system.The main results of the paper were that we obtained explicit expressions of the equilibrium points of the model and investigated the stability of these points.
Original language | English |
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Pages (from-to) | 5346-5379 |
Number of pages | 34 |
Journal | Mathematical Biosciences and Engineering |
Volume | 16 |
Issue number | 5 |
DOIs | |
State | Published - 1 Jan 2019 |
Keywords
- BCG
- Dirac delta function
- Gamma distribution function
- IL-2 combined therapy
- Impulse differential equations
- Mathematical modeling
- Therapy schedule
ASJC Scopus subject areas
- Modeling and Simulation
- Agricultural and Biological Sciences (all)
- Computational Mathematics
- Applied Mathematics