Eftimie2017/1 - interaction of Th and macrophage

  public model
Model Identifier
BIOMD0000000770
Short description
The paper describes a model of interaction of Th cells and macrophage in melanoma. Created by COPASI 4.25 (Build 207) This model is described in the article: Modelling and investigation of the CD4 T cells – Macrophages paradox in melanoma immunotherapies Raluca Eftimie, Haneen Hamam Journal of Theoretical Biology 420 (2017) 82–104 Abstract: It is generally accepted that tumour cells can be eliminated by M1 anti-tumour macrophages and CD8+ T cells. However, experimental results over the past 10–15 years have shown that B16 mouse melanoma cells can be eliminated by the CD4+ T cells alone (either Th1 or Th2 sub-types), in the absence of CD8+ T cells. In some studies, elimination of B16 melanoma was associated with a Th1 immune response (i.e., elimination occurred in the presence of cytokines produced by Th1 cells), while in other studies melanoma elimination was associated with a Th2 immune response (i.e., elimination occurred in the presence of cytokines produced by Th2 cells). Moreover, macrophages have been shown to be present inside the tumours, during both Th1 and Th2 immune responses. To investigate the possible biological mechanisms behind these apparently contradictory results, we develop a class of mathematical models for the dynamics of Th1 and Th2 cells, and M1 and M2 macrophages in the presence/absence of tumour cells. Using this mathematical model, we show that depending on the re- polarisation rates between M1 and M2 macrophages, we obtain tumour elimination in the presence of a type-I immune response (i.e., more Th1 and M1 cells, compared to the Th2 and M2 cells), or in the presence of a type- II immune response (i.e., more Th2 and M2 cells). Moreover, tumour elimination is also possible in the presence of a mixed type-I/type-II immune response. Tumour growth always occurs in the presence of a type-II immune response, as observed experimentally. Finally, tumour dormancy is the result of a delicate balance between the pro-tumour effects of M2 cells and the anti-tumour effects of M1 and Th1 cells. To cite BioModels Database, please use: BioModels Database: An enhanced, curated and annotated resource for published quantitative kinetic models . To the extent possible under law, all copyright and related or neighbouring rights to this encoded model have been dedicated to the public domain worldwide. Please refer to CC0 Public Domain Dedication for more information.
Format
SBML (L3V1)
Related Publication
  • Modelling and investigation of the CD4+ T cells - Macrophages paradox in melanoma immunotherapies.
  • Eftimie R, Hamam H
  • Journal of theoretical biology , 5/ 2017 , Volume 420 , pages: 82-104 , PubMed ID: 28219660
  • Division of Mathematics, University of Dundee, Dundee DD1 4HN, United Kingdom. Electronic address: r.a.eftimie@dundee.ac.uk.
  • It is generally accepted that tumour cells can be eliminated by M1 anti-tumour macrophages and CD8+ T cells. However, experimental results over the past 10-15 years have shown that B16 mouse melanoma cells can be eliminated by the CD4+ T cells alone (either Th1 or Th2 sub-types), in the absence of CD8+ T cells. In some studies, elimination of B16 melanoma was associated with a Th1 immune response (i.e., elimination occurred in the presence of cytokines produced by Th1 cells), while in other studies melanoma elimination was associated with a Th2 immune response (i.e., elimination occurred in the presence of cytokines produced by Th2 cells). Moreover, macrophages have been shown to be present inside the tumours, during both Th1 and Th2 immune responses. To investigate the possible biological mechanisms behind these apparently contradictory results, we develop a class of mathematical models for the dynamics of Th1 and Th2 cells, and M1 and M2 macrophages in the presence/absence of tumour cells. Using this mathematical model, we show that depending on the re-polarisation rates between M1 and M2 macrophages, we obtain tumour elimination in the presence of a type-I immune response (i.e., more Th1 and M1 cells, compared to the Th2 and M2 cells), or in the presence of a type-II immune response (i.e., more Th2 and M2 cells). Moreover, tumour elimination is also possible in the presence of a mixed type-I/type-II immune response. Tumour growth always occurs in the presence of a type-II immune response, as observed experimentally. Finally, tumour dormancy is the result of a delicate balance between the pro-tumour effects of M2 cells and the anti-tumour effects of M1 and Th1 cells.
Contributors
Submitter of the first revision: Jinghao Men
Submitter of this revision: Jinghao Men
Modellers: Jinghao Men

Metadata information

is (2 statements)
BioModels Database MODEL1907310004
BioModels Database BIOMD0000000770

isDescribedBy (3 statements)
PubMed 28219660
BioModels Database MODEL1907310003
BioModels Database BIOMD0000000769

hasTaxon (1 statement)
Taxonomy Homo sapiens

hasProperty (3 statements)
Mathematical Modelling Ontology Ordinary differential equation model
Gene Ontology immune response to tumor cell
Experimental Factor Ontology melanoma

isDerivedFrom (6 statements)
Mathematical Modelling Ontology Ordinary differential equation model
Taxonomy Homo sapiens
BioModels Database BIOMD0000000769
Gene Ontology immune response to tumor cell
Experimental Factor Ontology melanoma
BioModels Database MODEL1907310003


Curation status
Curated



Connected external resources

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Model files

Eftimie2017:1.xml SBML L3V1 representation of macrophage-Th interaction model 73.89 KB Preview | Download

Additional files

Eftimie2017:1.cps CPS file of the model in COPASI 89.32 KB Preview | Download
Eftimie2017:1.sedml Auto-generated SEDML file 3.12 KB Preview | Download

  • Model originally submitted by : Jinghao Men
  • Submitted: Jul 31, 2019 2:55:42 PM
  • Last Modified: Jul 31, 2019 2:55:42 PM
Revisions
  • Version: 3 public model Download this version
    • Submitted on: Jul 31, 2019 2:55:42 PM
    • Submitted by: Jinghao Men
    • With comment: Automatically added model identifier BIOMD0000000770
Legends
: Variable used inside SBML models


Species
Species Initial Concentration/Amount
M1

M1 Macrophage
100.0 mmol
H2

T-helper 2 cell
0.0 mmol
H1

T-helper 1 cell
0.0 mmol
M2

M2 Macrophage
0.0 mmol
Reactions
Reactions Rate Parameters
=> M1; H1 tme*am1*H1 am1 = 0.001 1/d
M1 => tme*em1*M1 em1 = 0.02 1/d
=> H2; M2, H1 tme*ph2*H2*M2*(1-(H2+H1)/m1) m1 = 1.0E8 1; ph2 = 0.09 1/d
M2 => M1 tme*rm1*M2 rm1 = 0.09 1/d
=> H1; M1, H2 tme*ph1*H1*M1*(1-(H1+H2)/m1) m1 = 1.0E8 1; ph1 = 0.09 1/d
=> M2; H2, M1 tme*pm2*M2*H2*(1-(M2+M1)/m2) pm2 = 0.02 1/d; m2 = 1.0E9 1
=> M2; H2 tme*am2*H2 am2 = 0.001 1/d
H1 => tme*eh1*H1 eh1 = 0.03 1/d
H2 => tme*eh2*H2 eh2 = 0.03 1/d
=> H2; M2 tme*ah2*M2 ah2 = 0.001 1/d
Curator's comment:
(added: 31 Jul 2019, 14:55:33, updated: 31 Jul 2019, 14:55:33)
Publication figure 7a reproduced as per literature. Other figures are reproduced by different sets of parameters. Figure data is generated using COPASI 4.25 (build 197).