FB2026_02 , released June 18, 2026
Reference Report
Open Close
Reference
Citation
Vennettilli, M., Ramachandran, K.P., Mugler, A. (2025). Near-critical gene expression in embryonic boundary precision.  Phys. Rev. E 112(3-1): 034410.
FlyBase ID
FBrf0263623
Publication Type
Research paper
Abstract
Embryonic development relies on the formation of sharp, precise gene expression boundaries. In the fruit fly Drosophila melanogaster, boundary formation has been proposed to occur at a dynamical critical point. Yet, in the paradigmatic case of the hunchback (hb) gene, evidence suggests that boundary formation occurs in a bistable regime, not at the dynamical critical point. We develop a minimal model for hb expression and identify a single parameter that tunes the system from its monostable regime to its bistable regime, crossing the critical point in between. We find that boundary precision is maximized when the system is weakly bistable-near, but not at, the critical point-optimally negotiating the trade-off between two key effects of bistability: sharpening the boundary and amplifying its noise. Incorporating the diffusion of Hb proteins into our model, we show that boundary precision is maximized simultaneously at an optimal degree of bistability and an optimal diffusion strength. Our work elucidates design principles of precise boundary formation and has general implications for pattern formation in multicellular systems.
PubMed ID
PubMed Central ID
Associated Information
Comments
Associated Files
Other Information
Secondary IDs
    Language of Publication
    English
    Additional Languages of Abstract
    Parent Publication
    Publication Type
    Journal
    Abbreviation
    Phys. Rev. E
    Title
    Physical review. E.
    ISBN/ISSN
    2470-0045 2470-0053
    Data From Reference
    Genes (2)