TY - JOUR
T1 - Mathematical model of BCG immunotherapy in superficial bladder cancer
AU - Bunimovich-Mendrazitsky, Svetlana
AU - Shochat, Eliezer
AU - Stone, Lewi
N1 - Funding Information:
We thank Professors Helen Byrne and Leonid Polterovich, Dr Rob Bevers and Professor Sven Brandau for helpful comments and suggestions. We are grateful to David Buni-movich and Gal Zahavi for fruitful and stimulating discussions. This work was supported by the James S McDonnell Foundation.
PY - 2007/8
Y1 - 2007/8
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. However, the mode of action has not yet been fully elucidated, despite much extensive biological experience. The purpose of this paper is to develop a first mathematical model that describes tumor-immune interactions in the bladder as a result of BCG therapy. A mathematical analysis of the ODE model identifies multiple equilibrium points, their stability properties, and bifurcation points. Intriguing regimes of bistability are identified in which treatment has potential to result in a tumor-free equilibrium or a full-blown tumor depending only on initial conditions. Attention is given to estimating parameters and validating the model using published data taken from in vitro, mouse and human studies. The model makes clear that intensity of immunotherapy must be kept in limited bounds. While small treatment levels may fail to clear the tumor, a treatment that is too large can lead to an over-stimulated immune system having dangerous side effects for the patient.
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. However, the mode of action has not yet been fully elucidated, despite much extensive biological experience. The purpose of this paper is to develop a first mathematical model that describes tumor-immune interactions in the bladder as a result of BCG therapy. A mathematical analysis of the ODE model identifies multiple equilibrium points, their stability properties, and bifurcation points. Intriguing regimes of bistability are identified in which treatment has potential to result in a tumor-free equilibrium or a full-blown tumor depending only on initial conditions. Attention is given to estimating parameters and validating the model using published data taken from in vitro, mouse and human studies. The model makes clear that intensity of immunotherapy must be kept in limited bounds. While small treatment levels may fail to clear the tumor, a treatment that is too large can lead to an over-stimulated immune system having dangerous side effects for the patient.
KW - Bladder cancer
KW - Cytotoxic cells
KW - Immune response
KW - Nonlinear dynamics
UR - http://www.scopus.com/inward/record.url?scp=34547657511&partnerID=8YFLogxK
U2 - 10.1007/s11538-007-9195-z
DO - 10.1007/s11538-007-9195-z
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AN - SCOPUS:34547657511
SN - 0092-8240
VL - 69
SP - 1847
EP - 1870
JO - Bulletin of Mathematical Biology
JF - Bulletin of Mathematical Biology
IS - 6
ER -