Eftimie2017/1 - interaction of Th and macrophage

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.
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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
Submitter of this revision: Jinghao Men
Modellers: Jinghao Men
Metadata information
is (2 statements)
isDescribedBy (3 statements)
hasTaxon (1 statement)
hasProperty (3 statements)
isDerivedFrom (6 statements)
isDescribedBy (3 statements)
hasTaxon (1 statement)
hasProperty (3 statements)
Mathematical Modelling Ontology
Ordinary differential equation model
Gene Ontology immune response to tumor cell
Experimental Factor Ontology melanoma
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
Taxonomy Homo sapiens
BioModels Database BIOMD0000000769
Gene Ontology immune response to tumor cell
Experimental Factor Ontology melanoma
Curation status
Curated
Modelling approach(es)
Tags
Connected external resources
Name | Description | Size | Actions |
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Model files |
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Eftimie2017:1.xml | SBML L3V1 representation of macrophage-Th interaction model | 73.89 KB | Preview | Download |
Additional files |
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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
Legends
: Variable used inside SBML models
: 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)
(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).