Adaptation to DNA damage, an asymptotic approach for a cooperative non-local system
Alexis Leculier (LJLL), Pierre Roux

TL;DR
This paper investigates a two-population cooperative system modeling DNA damage adaptation, deriving a constrained Hamilton-Jacobi equation as the mutation rate approaches zero, supported by numerical simulations.
Contribution
It introduces a novel asymptotic analysis of a cooperative integro-differential system, linking it to a constrained Hamilton-Jacobi equation with biological applications.
Findings
Limit of rare mutations described by a constrained Hamilton-Jacobi equation.
Eigenvalue of a matrix determines the system's behavior.
Numerical simulations illustrate theoretical and biological insights.
Abstract
Following previous works about integro-differential equations of parabolic type modelling the Darwinian evolution of a population, we study a two-population system in the cooperative case. First, we provide a theoretical study of the limit of rare mutations and we prove that the limit is described by a constrained Hamilton-Jacobi equation. This equation is given by an eigenvalue of a matrix which accounts for the diffusion parameters and the coefficients of the system. Then, we focus on a particular application: the understanding of a phenomenon called Adaptation to DNA damage. In this framework, we provide several numerical simulations to illustrate our theoretical results and investigate mathematical and biological questions.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Code & Models
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEvolution and Genetic Dynamics · Mathematical Biology Tumor Growth · Mathematical and Theoretical Epidemiology and Ecology Models
