Cellular Potts models are broadly applied across developmental biology and cancer research. We overcome limitations of the traditional approach, which reinterprets a modified Metropolis sampling as ad hoc dynamics, by introducing a physical timescale through Poissonian kinetics and by applying principles of stochastic thermodynamics to separate thermal and relaxation effects from athermal noise and nonconservative forces. Our method accurately describes cell -sorting dynamics in mouse -embryo development and identifies the distinct contributions of nonequilibrium processes, e.g., cell growth and active fluctuations.
Poissonian Cellular Potts Models Reveal Nonequilibrium Kinetics of Cell Sorting / Belousov, R.; Savino, S.; Moghe, P.; Hiiragi, T.; Rondoni, L.; Erzberger, A.. - In: PHYSICAL REVIEW LETTERS. - ISSN 1092-0145. - 132:24(2024), pp. 1-7. [10.1103/PhysRevLett.132.248401]
Poissonian Cellular Potts Models Reveal Nonequilibrium Kinetics of Cell Sorting
S. Savino;L. Rondoni;
2024
Abstract
Cellular Potts models are broadly applied across developmental biology and cancer research. We overcome limitations of the traditional approach, which reinterprets a modified Metropolis sampling as ad hoc dynamics, by introducing a physical timescale through Poissonian kinetics and by applying principles of stochastic thermodynamics to separate thermal and relaxation effects from athermal noise and nonconservative forces. Our method accurately describes cell -sorting dynamics in mouse -embryo development and identifies the distinct contributions of nonequilibrium processes, e.g., cell growth and active fluctuations.File | Dimensione | Formato | |
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https://hdl.handle.net/11583/2993017