6533b7d2fe1ef96bd125f509
RESEARCH PRODUCT
Modeling multiple taxis: Tumor invasion with phenotypic heterogeneity, haptotaxis, and unilateral interspecies repellence
Niklas KolbeJonas LenzNikolaos SfakianakisChristina SurulescuChristian Stinnersubject
Tumor invasionTaxisComputational biologyBiologyMutually exclusive events01 natural sciencesHaptotaxisMultiple taxis and review of modelsRC0254Mathematics - Analysis of PDEsSDG 3 - Good Health and Well-beingCell Behavior (q-bio.CB)Numerical simulationsFOS: MathematicsDiscrete Mathematics and CombinatoricsNonlinear diffusionQA Mathematics0101 mathematicsGlobal existenceQARC0254 Neoplasms. Tumors. Oncology (including Cancer)Genetic heterogeneityInterspecies repellenceApplied Mathematics010102 general mathematicsI-PWCell subpopulationsPhenotypeAC010101 applied mathematicsFOS: Biological sciencesQuantitative Biology - Cell Behavior35Q92 (Primary) 92C17 92C50 (Secondary)Analysis of PDEs (math.AP)description
We provide a short review of existing models with multiple taxis performed by (at least) one species and consider a new mathematical model for tumor invasion featuring two mutually exclusive cell phenotypes (migrating and proliferating). The migrating cells perform nonlinear diffusion and two types of taxis in response to non-diffusing cues: away from proliferating cells and up the gradient of surrounding tissue. Transitions between the two cell subpopulations are influenced by subcellular (receptor binding) dynamics, thus conferring the setting a multiscale character. We prove global existence of weak solutions to a simplified model version and perform numerical simulations for the full setting under several phenotype switching and motility scenarios. We also compare (via simulations) this model with the corresponding haptotaxis-chemotaxis one featuring indirect chemorepellent production and provide a discussion about possible model extensions and mathematical challenges.
year | journal | country | edition | language |
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2021-01-01 | Discrete & Continuous Dynamical Systems - B |