Local control of cellular proliferation underlies neuromast regeneration in zebrafish

Biological systems are never in equilibrium but maintain stability despite continuous external disturbances. A prime example of this is organ regeneration, where, despite intrinsically stochastic damage, organs are rebuilt through controlled cellular proliferation. In this study, we employ a cell- based computational modelling approach to investigate the proliferative response to injury. We developed a minimal two-dimensional Cellular Potts Model (CPM) using empirical data from regenerating neuromasts in larval zebrafish. Remarkably, the CPM both qualitatively and quantitatively recapitulates the regenerative response of neuromasts following laser-mediated cell ablation. Assuming that cell proliferation is locally regulated by a delayed switch, mitotic activity ceases once the type-dependent number of neighbouring cells exceeds a deterministic critical threshold. An intriguing corollary of our findings is that a local negative feedback loop among identical cells may represent a general mechanism underlying organ-level proportional homeostasis.