Literature DB >> 17457655

Mathematical model of BCG immunotherapy in superficial bladder cancer.

Svetlana Bunimovich-Mendrazitsky1, Eliezer Shochat, Lewi Stone.   

Abstract

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.

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Year:  2007        PMID: 17457655     DOI: 10.1007/s11538-007-9195-z

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  12 in total

1.  Mathematical model of tumor immunotherapy for bladder carcinoma identifies the limitations of the innate immune response.

Authors:  Romulus Breban; Aurelie Bisiaux; Claire Biot; Cyrill Rentsch; Philippe Bousso; Matthew L Albert
Journal:  Oncoimmunology       Date:  2012-01-01       Impact factor: 8.110

Review 2.  Addressing current challenges in cancer immunotherapy with mathematical and computational modelling.

Authors:  Anna Konstorum; Anthony T Vella; Adam J Adler; Reinhard C Laubenbacher
Journal:  J R Soc Interface       Date:  2017-06       Impact factor: 4.118

3.  Prediction of the Immune Phenotypes of Bladder Cancer Patients for Precision Oncology.

Authors:  Hyuna Cho; Feng Tong; Sungyong You; Sungyoung Jung; Won Hwa Kim; Jayoung Kim
Journal:  IEEE Open J Eng Med Biol       Date:  2022-04-15

Review 4.  Theoretical modeling techniques and their impact on tumor immunology.

Authors:  Anna Lena Woelke; Manuela S Murgueitio; Robert Preissner
Journal:  Clin Dev Immunol       Date:  2010-12-23

5.  Dynamics of Immune Checkpoints, Immune System, and BCG in the Treatment of Superficial Bladder Cancer.

Authors:  Farouk Tijjani Saad; Evren Hincal; Bilgen Kaymakamzade
Journal:  Comput Math Methods Med       Date:  2017-10-26       Impact factor: 2.238

Review 6.  Quantitative Mechanistic Modeling in Support of Pharmacological Therapeutics Development in Immuno-Oncology.

Authors:  Kirill Peskov; Ivan Azarov; Lulu Chu; Veronika Voronova; Yuri Kosinsky; Gabriel Helmlinger
Journal:  Front Immunol       Date:  2019-04-30       Impact factor: 7.561

Review 7.  Quantitative Systems Pharmacology Approaches for Immuno-Oncology: Adding Virtual Patients to the Development Paradigm.

Authors:  Vijayalakshmi Chelliah; Georgia Lazarou; Sumit Bhatnagar; John P Gibbs; Marjoleen Nijsen; Avijit Ray; Brian Stoll; R Adam Thompson; Abhishek Gulati; Serguei Soukharev; Akihiro Yamada; Jared Weddell; Hiroyuki Sayama; Masayo Oishi; Sabine Wittemer-Rump; Chirag Patel; Christoph Niederalt; Rolf Burghaus; Christian Scheerans; Jörg Lippert; Senthil Kabilan; Irina Kareva; Natalya Belousova; Alex Rolfe; Anup Zutshi; Marylore Chenel; Filippo Venezia; Sylvain Fouliard; Heike Oberwittler; Alix Scholer-Dahirel; Helene Lelievre; Dean Bottino; Sabrina C Collins; Hoa Q Nguyen; Haiqing Wang; Tomoki Yoneyama; Andy Z X Zhu; Piet H van der Graaf; Andrzej M Kierzek
Journal:  Clin Pharmacol Ther       Date:  2020-08-14       Impact factor: 6.875

8.  BCG-mediated bladder cancer immunotherapy: identifying determinants of treatment response using a calibrated mathematical model.

Authors:  Cyrill A Rentsch; Claire Biot; Joël R Gsponer; Alexander Bachmann; Matthew L Albert; Romulus Breban
Journal:  PLoS One       Date:  2013-02-25       Impact factor: 3.240

Review 9.  Treatment of non-muscle invasive bladder cancer with Bacillus Calmette-Guerin (BCG): Biological markers and simulation studies.

Authors:  Alex Kiselyov; Svetlana Bunimovich-Mendrazitsky; Vladimir Startsev
Journal:  BBA Clin       Date:  2015-06-10

10.  Stability Analysis of Delayed Immune Response BCG Infection in Bladder Cancer Treatment Model by Stochastic Perturbations.

Authors:  Leonid Shaikhet; Svetlana Bunimovich-Mendrazitsky
Journal:  Comput Math Methods Med       Date:  2018-07-09       Impact factor: 2.238

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