Nave2018 - prostate cancer model

Model Identifier
MODEL1910030001
Short description
This model is based on paper:
Combination of singularly perturbed vector field method and method of directly defining the inverse mapping applied to complex ODE system prostate cancer model
Author:
Ophir Nave, Miriam Elbaz
Abstract:
We propose a new method to solve a system of complex ordinary differential equations (ODEs) with hidden hierarchy. Given a complex system of the ODE, the hierarchy of the system is generally hidden. Once we reveal the hierarchy of the system, the system can be reduced into subsystems called slow and fast subsystems. This division of slow and fast subsystems reduces the analysis and hence reduces the computation time, which can be expensive. In our new method, we first apply the singularly perturbed vector field method that is the global quasi-linearization method. This method exposes the hierarchy of a given complex system. Subsequently, we apply a version of the homotopy analysis method called the method of directly defining the inverse mapping. We applied our new method to the immunotherapy of advanced prostate cancer.
Format
SBML
(L2V4)
Related Publication
-
Combination of singularly perturbed vector field method and method of directly defining the inverse mapping applied to complex ODE system prostate cancer model.
- Nave O, Elbaz M
- Journal of biological dynamics , 12/ 2018 , Volume 12 , Issue 1 , pages: 983-1008 , PubMed ID: 30384811
- a Department of Mathematics , Jerusalem College of Technology (JCT) , Yerushalayim , Israel.
- We propose a new method to solve a system of complex ordinary differential equations (ODEs) with hidden hierarchy. Given a complex system of the ODE, the hierarchy of the system is generally hidden. Once we reveal the hierarchy of the system, the system can be reduced into subsystems called slow and fast subsystems. This division of slow and fast subsystems reduces the analysis and hence reduces the computation time, which can be expensive. In our new method, we first apply the singularly perturbed vector field method that is the global quasi-linearization method. This method exposes the hierarchy of a given complex system. Subsequently, we apply a version of the homotopy analysis method called the method of directly defining the inverse mapping. We applied our new method to the immunotherapy of advanced prostate cancer.
Contributors
Submitter of the first revision: Szeyi Ng
Submitter of this revision: Szeyi Ng
Modellers: Szeyi Ng
Submitter of this revision: Szeyi Ng
Modellers: Szeyi Ng
Metadata information
isDescribedBy (1 statement)
hasProperty (4 statements)
hasProperty (4 statements)
Experimental Factor Ontology
cancer
Mathematical Modelling Ontology Ordinary differential equation model
NCIt Immunotherapy
NCIt Malignant Prostate Neoplasm
Mathematical Modelling Ontology Ordinary differential equation model
NCIt Immunotherapy
NCIt Malignant Prostate Neoplasm
Curation status
Non-curated
Modelling approach(es)
Tags
Connected external resources
Name | Description | Size | Actions |
---|---|---|---|
Model files |
|||
Nave2018 - prostate cancer model.xml | SBML L2V4 file for the model | 52.71 KB | Preview | Download |
Additional files |
|||
Nave2018 - prostate cancer model.cps | COPASI 4.24 (Build 197) file for the model | 93.77 KB | Preview | Download |
curator comment | Curator comment | 266.00 Bytes | Preview | Download |