Kim2014 - Tumor model under immune suppression

  public model
Model Identifier
MODEL1909240002
Short description 
its a mathematical model explaining the impact of chemotherapy and immunotherpay together on Tumor cells involving cytokines like Il2, IL10 and TGFbeta, immune cells like CD4+ T cells, CD8+ T cells, Memory T cells, NK cells, dendrtic cells. This model is based on the previous model published by Robertson-Tessi M 2012 (PMID:22051568).
Format
SBML (L2V4)
Related Publication
  • Optimal treatment strategy for a tumor model under immune suppression.
  • Kim KS, Cho G, Jung IH
  • Computational and mathematical methods in medicine , 1/ 2014 , Volume 2014 , pages: 206287 , PubMed ID: 25140193
  • Department of Mathematics, Pusan National University, Busan 609-735, Republic of Korea.
  • We propose a mathematical model describing tumor-immune interactions under immune suppression. These days evidences indicate that the immune suppression related to cancer contributes to its progression. The mathematical model for tumor-immune interactions would provide a new methodology for more sophisticated treatment options of cancer. To do this we have developed a system of 11 ordinary differential equations including the movement, interaction, and activation of NK cells, CD8(+)T-cells, CD4(+)T cells, regulatory T cells, and dendritic cells under the presence of tumor and cytokines and the immune interactions. In addition, we apply two control therapies, immunotherapy and chemotherapy to the model in order to control growth of tumor. Using optimal control theory and numerical simulations, we obtain appropriate treatment strategies according to the ratio of the cost for two therapies, which suggest an optimal timing of each administration for the two types of models, without and with immunosuppressive effects. These results mean that the immune suppression can have an influence on treatment strategies for cancer.
Contributors
Submitter of the first revision: Krishna Kumar Tiwari
Submitter of this revision: Krishna Kumar Tiwari
Modellers: Krishna Kumar Tiwari

Metadata information

isDescribedBy (1 statement)
PubMed 25140193

Curation status
Non-curated
Tags
Immuno-oncology

Connected external resources

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Model files
Kim2014.xml SBML L2V4 file for Kim2014 117.21 KB Preview | Download

Additional files
Kim2014.cps COPASI 4.27 (Build 217) file for Kim2014 184.86 KB Preview | Download

  • Model originally submitted by : Krishna Kumar Tiwari
  • Submitted: Sep 24, 2019 1:59:50 PM
  • Last Modified: Sep 24, 2019 1:59:50 PM
Revisions
  • Version: 2 public model Download this version
    • Submitted on: Sep 24, 2019 1:59:50 PM
    • Submitted by: Krishna Kumar Tiwari
    • With comment: Edited model metadata online.