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BCG and IL - 2 model for bladder cancer treatment with fast and slow dynamics based on SPVF method-stability analysis.
Nave, OPhir; Hareli, Shlomo; Elbaz, Miriam; Iluz, Itzhak Hayim; Bunimovich-Mendrazitsky, Svetlana.
Afiliação
  • Nave O; Department of Mathematics, Jerusalem College of Technology (JCT).
  • Hareli S; Department of Mathematics, Ben-Gurion University, Azrieli College of Engineering.
  • Elbaz M; Department of Bioinformatics, Jerusalem College of Technology (JCT).
  • Iluz IH; Department of Computer Science, Jerusalem College of Technology (JCT).
  • Bunimovich-Mendrazitsky S; Department of Mathematics, Ariel University.
Math Biosci Eng ; 16(5): 5346-5379, 2019 06 11.
Article em En | MEDLINE | ID: mdl-31499716
ABSTRACT
In this study, we apply the method of singularly perturbed vector field (SPVF) 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 SPVF, we transform the model to SPS (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.
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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Bexiga Urinária / Vacina BCG / Interleucina-2 Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Math Biosci Eng Ano de publicação: 2019 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Neoplasias da Bexiga Urinária / Vacina BCG / Interleucina-2 Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Math Biosci Eng Ano de publicação: 2019 Tipo de documento: Article
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