TY - JOUR
T1 - Modeling and simulation of a low-grade urinary bladder carcinoma
AU - Bunimovich-Mendrazitsky, Svetlana
AU - Pisarev, Vladimir
AU - Kashdan, Eugene
N1 - Publisher Copyright:
© 2015 Elsevier Ltd.
PY - 2015/3/1
Y1 - 2015/3/1
N2 - In this work, we present a mathematical model of the initiation and progression of a low-grade urinary bladder carcinoma. We simulate the crucial processes affecting tumor growth, such as oxygen diffusion, carcinogen penetration, and angiogenesis, within the framework of the urothelial cell dynamics. The cell dynamics are modeled using the discrete technique of cellular automata, while the continuous processes of carcinogen penetration and oxygen diffusion are described by nonlinear diffusion-absorption equations. As the availability of oxygen is necessary for tumor progression, processes of oxygen transport to the tumor growth site seem most important. Our model yields a theoretical insight into the main stages of development and growth of urinary bladder carcinoma with emphasis on the two most common types: bladder polyps and carcinoma in situ. Analysis of histological structure of bladder tumor is important to avoid misdiagnosis and wrong treatment. We expect our model to be a valuable tool in the study of bladder cancer progression due to the exposure to carcinogens and the oxygen dependent expression of genes promoting tumor growth. Our numerical simulations have good qualitative agreement with in vivo results reported in the corresponding medical literature.
AB - In this work, we present a mathematical model of the initiation and progression of a low-grade urinary bladder carcinoma. We simulate the crucial processes affecting tumor growth, such as oxygen diffusion, carcinogen penetration, and angiogenesis, within the framework of the urothelial cell dynamics. The cell dynamics are modeled using the discrete technique of cellular automata, while the continuous processes of carcinogen penetration and oxygen diffusion are described by nonlinear diffusion-absorption equations. As the availability of oxygen is necessary for tumor progression, processes of oxygen transport to the tumor growth site seem most important. Our model yields a theoretical insight into the main stages of development and growth of urinary bladder carcinoma with emphasis on the two most common types: bladder polyps and carcinoma in situ. Analysis of histological structure of bladder tumor is important to avoid misdiagnosis and wrong treatment. We expect our model to be a valuable tool in the study of bladder cancer progression due to the exposure to carcinogens and the oxygen dependent expression of genes promoting tumor growth. Our numerical simulations have good qualitative agreement with in vivo results reported in the corresponding medical literature.
KW - Angiogenesis
KW - Bladder cancer
KW - Cellular automata
KW - Hybrid model
KW - Nonlinear diffusion‐absorption equation
UR - http://www.scopus.com/inward/record.url?scp=84922344469&partnerID=8YFLogxK
U2 - 10.1016/j.compbiomed.2014.12.022
DO - 10.1016/j.compbiomed.2014.12.022
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C2 - 25637778
AN - SCOPUS:84922344469
SN - 0010-4825
VL - 58
SP - 118
EP - 129
JO - Computers in Biology and Medicine
JF - Computers in Biology and Medicine
ER -