TY - JOUR
T1 - TREATMENT OF BLADDER CANCER USING BCG IMMUNOTHERAPY
T2 - PDE MODELING
AU - Lazebnik, T.
AU - Yanetz, S.
AU - Bunimovich-Mendrazitsky, S.
AU - Aharoni, N.
N1 - Publisher Copyright:
© 2020 Fractional Differential Calculus. All rights reserved.
PY - 2019
Y1 - 2019
N2 - Immunotherapy with Bacillus Calmette-Guérin (BCG) – an attenuated strain of Mycobacterium bovis (M. bovis) used for anti-tuberculosis immunization – is a clinically established procedure for the treatment of superficial bladder cancer. Bunimovich-Mendrazitsky et al.[16] studied the role of BCG immunotherapy in bladder cancer dynamics in a system of nonlinear ODEs. The purpose of this paper is to develop a first mathematical model that uses PDEs to describe tumor-immune interactions in the bladder as a result of BCG therapy considering the geometrical configuration of the human bladder. A mathematical analysis of the BCG as a PDE model identifies multiple equilibrium points, and their stability properties are identified so that treatment that has potential to result in a tumor-free equilibrium can be determined. Estimating parameters and validating the model using published data are taken from in vitro, mouse and human studies. The model makes clear that intensity of immunotherapy must be kept within limited bounds. We use numerical analysis methods to find the solution of the PDE describing the tumor-immune interaction; in particular, analysis of the solution’s stability for a given parameters is presented using Computer Vision methodologies.
AB - Immunotherapy with Bacillus Calmette-Guérin (BCG) – an attenuated strain of Mycobacterium bovis (M. bovis) used for anti-tuberculosis immunization – is a clinically established procedure for the treatment of superficial bladder cancer. Bunimovich-Mendrazitsky et al.[16] studied the role of BCG immunotherapy in bladder cancer dynamics in a system of nonlinear ODEs. The purpose of this paper is to develop a first mathematical model that uses PDEs to describe tumor-immune interactions in the bladder as a result of BCG therapy considering the geometrical configuration of the human bladder. A mathematical analysis of the BCG as a PDE model identifies multiple equilibrium points, and their stability properties are identified so that treatment that has potential to result in a tumor-free equilibrium can be determined. Estimating parameters and validating the model using published data are taken from in vitro, mouse and human studies. The model makes clear that intensity of immunotherapy must be kept within limited bounds. We use numerical analysis methods to find the solution of the PDE describing the tumor-immune interaction; in particular, analysis of the solution’s stability for a given parameters is presented using Computer Vision methodologies.
KW - Numerical Analysis
KW - PDE’s parameters’ sensitivity analysis
KW - PDE’s solution stability
UR - http://www.scopus.com/inward/record.url?scp=85136596505&partnerID=8YFLogxK
U2 - 10.26351/FDE/26/3-4/5
DO - 10.26351/FDE/26/3-4/5
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AN - SCOPUS:85136596505
SN - 0793-1786
VL - 26
SP - 203
EP - 219
JO - Functional Differential Equations
JF - Functional Differential Equations
IS - 3-4
ER -