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This mathematical model describes the response of cytotoxic T lymphocytes to the growth of an immunogenic tumor, with the inclusion on a number of in vivo phenomena, such as the immunostimulation of t. It can be used to explore tumor-related dynamics and compare treatment-response behavior across conditions.
Manifest
{
"io": {
"inputs": [
{
"name": "initial_tumor_cells",
"label": "Tumor Cells",
"units": "native SBML value",
"default": 5000000,
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.initial_tumor_cells",
"description": "Initial Tumor Cells. Sets the initial value of bundled SBML symbol `T`."
},
{
"name": "initial_effector_cells",
"label": "Effector Cells",
"units": "native SBML value",
"default": 320000,
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.initial_effector_cells",
"description": "Initial Effector Cells. Sets the initial value of bundled SBML symbol `E`."
}
],
"outputs": [
{
"name": "tumor_cells",
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.tumor_cells",
"description": "Tumor Cells observable. Maps to SBML symbol `T`."
},
{
"name": "effector_cells",
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.effector_cells",
"description": "Effector Cells observable. Maps to SBML symbol `E`."
},
{
"name": "state",
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.state",
"description": "Full raw SBML observable record for reproducibility and downstream visualisation."
},
{
"name": "summary",
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.summary",
"description": "Change and peak summary across the simulated SBML observables."
},
{
"name": "species_labels",
"maps_to": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.species_labels",
"description": "Mapping from selected raw SBML observable symbols to display labels."
}
]
},
"tags": [
"biomodels_ebi",
"curated",
"drug-response",
"faithful",
"immunology",
"immunotherapy",
"microenvironment",
"oncology",
"pharmacology",
"physiology",
"sbml",
"systemsbiology",
"tumor-growth"
],
"title": "Kuznetsov1994 - Nonlinear dynamics of immunogenic tumors Lab",
"models": [
{
"path": "models/core",
"alias": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model"
},
{
"path": "models/visualisation",
"alias": "visualisation"
}
],
"wiring": [
{
"to": [
"visualisation.oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model_state"
],
"from": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.state"
},
{
"to": [
"visualisation.oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model_summary"
],
"from": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.summary"
},
{
"to": [
"visualisation.oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model_species_labels"
],
"from": "oncology_sbml_kuznetsov1994_nonlinear_dynamics_of_immunogenic_biomd0000000762_model.species_labels"
}
],
"package": "kuznetsov1994-nonlinear-dynamics-of-immunogenic-tumors",
"runtime": {
"duration": 10,
"initial_inputs": {},
"communication_step": 1
},
"version": "1.0.0",
"description": "This mathematical model describes the response of cytotoxic T lymphocytes to the growth of an immunogenic tumor, with the inclusion on a number of in vivo phenomena, such as the immunostimulation of t. It can be used to explore tumor-related dynamics and compare treatment-response behavior across conditions.",
"schema_version": "2.0"
}Runtime
Duration10
Comms Step1
Runs
Total0
Completed0
Failed0
Metadata
Packagekuznetsov1994-nonlinear-dynamics-of-immunogenic-tumors
Created2026-05-16
Updated2026-06-13
biomodels_ebicurateddrug-responsefaithfulimmunologyimmunotherapymicroenvironmentoncologypharmacologyphysiologysbmlsystemsbiologytumor-growthvisualisationother