Local control of cellular proliferation underlies neuromast regeneration in zebrafish

Biological systems are never in equilibrium, yet they maintain stability in the face of continuous external disturbances. A prime example of this is organ regeneration, during which organs are reliably rebuilt through controlled cellular proliferation. In this study, we employ a cell-based computational modelling approach to investigate the proliferative response of an organ after 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, we discovered that 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.

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Publication Details

Journal
Journal of Theoretical Biology
Published
2026-01-29
DOI
https://doi.org/10.1016/j.jtbi.2026.112389
Primary Topic
Developmental Biology and Gene Regulation
Type
article
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article

Local control of cellular proliferation underlies neuromast regeneration in zebrafish

Oriol Viader-Llargués, Hernán López‐Schier, Jerónimo R. Miranda-Rodríguez, Natalia G. Lavalle et al.
Journal of Theoretical Biology
Developmental Biology and Gene Regulation
article

Local control of cellular proliferation underlies neuromast regeneration in zebrafish

Oriol Viader-Llargués, Hernán López‐Schier, Jerónimo R. Miranda-Rodríguez, Natalia G. Lavalle, Osvaldo Chara, Emanuel Cura Costa, Augusto Borges
article en

Abstract

Biological systems are never in equilibrium, yet they maintain stability in the face of continuous external disturbances. A prime example of this is organ regeneration, during which organs are reliably rebuilt through controlled cellular proliferation. In this study, we employ a cell-based computational modelling approach to investigate the proliferative response of an organ after 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, we discovered that 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.

Journal of Theoretical BiologyVol. 623
Center of Advanced European Studies and Research (DE), Quantitative BioSciences (US), Instituto de Fisica de Liquidos y Sistemas Biologicos (AR), Centro Científico Tecnológico - La Plata (AR), Universidad Argentina de la Empresa (AR), Ludwig-Maximilians-Universität München (DE), Universidad Nacional Autónoma de México (MX)
Openalex Percentile: Top 74%
Developmental Biology and Gene Regulation
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Local control of cellular proliferation underlies neuromast regeneration in zebrafish — Oriol Viader-Llargués, Hernán López‐Schier, et al. · Journal of Theoretical Biology (2026) | TGRS Research Map | TGRS