Mathematical modeling of planar cell polarity: principles, approaches, and open questions

Planar cell polarity represents a fundamental mechanism by which cells within epithelial sheets align their orientation, enabling coordinated tissue morphogenesis and function. Disruption of PCP leads to developmental defects and disease, highlighting the importance of understanding its establishment and maintenance. While experimental studies have identified key protein molecules that drive PCP, mathematical and computational modeling have become indispensable in connecting molecular interactions to tissue-level outcomes. Over the last couple of decades, diverse approaches, such as agent-based models, Cellular Potts frameworks, Petri nets, continuum theories, and phenomenological models, have been developed to capture distinct aspects of PCP dynamics. These frameworks allow systematic exploration of nonlinear feedback, intracellular and intercellular signaling, and the influence of geometry and mechanics, and noise on polarization. This review summarizes these mathematical and computational developments in PCP modeling, emphasizing methodological assumptions, insights gained, and open challenges. By bridging experiment and theory, PCP modeling advances both mechanistic understanding and predictive capacity for tissue-scale organization.

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Publication Details

Journal
npj Systems Biology and Applications
Published
2026-03-09
DOI
https://doi.org/10.1038/s41540-026-00679-2
Primary Topic
Cellular Mechanics and Interactions
Type
article
Field-Weighted Citation Impact
0.00

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article

Mathematical modeling of planar cell polarity: principles, approaches, and open questions

Mohd Suhail Rizvi, Mohit Kumar Jolly
npj Systems Biology and Applications
Cellular Mechanics and Interactions
article

Mathematical modeling of planar cell polarity: principles, approaches, and open questions

Mohd Suhail Rizvi, Mohit Kumar Jolly
article en

Abstract

Planar cell polarity represents a fundamental mechanism by which cells within epithelial sheets align their orientation, enabling coordinated tissue morphogenesis and function. Disruption of PCP leads to developmental defects and disease, highlighting the importance of understanding its establishment and maintenance. While experimental studies have identified key protein molecules that drive PCP, mathematical and computational modeling have become indispensable in connecting molecular interactions to tissue-level outcomes. Over the last couple of decades, diverse approaches, such as agent-based models, Cellular Potts frameworks, Petri nets, continuum theories, and phenomenological models, have been developed to capture distinct aspects of PCP dynamics. These frameworks allow systematic exploration of nonlinear feedback, intracellular and intercellular signaling, and the influence of geometry and mechanics, and noise on polarization. This review summarizes these mathematical and computational developments in PCP modeling, emphasizing methodological assumptions, insights gained, and open challenges. By bridging experiment and theory, PCP modeling advances both mechanistic understanding and predictive capacity for tissue-scale organization.

npj Systems Biology and Applications
Indian Institute of Science Bangalore (IN), Indian Institute of Technology Hyderabad (IN)
Arthritis National Research Foundation, Science and Engineering Research Board
Openalex Percentile: Top 29%
Cellular Mechanics and Interactions
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Mathematical modeling of planar cell polarity: principles, approaches, and open questions — Mohd Suhail Rizvi, Mohit Kumar Jolly · npj Systems Biology and Applications (2026) | TGRS Research Map | TGRS