Directional alignment of different cell types organizes planar cell polarity

Intercellular coupling between core PCP proteins is essential for unidirectional polarization of epithelial cells, known as planar cell polarity (PCP). While imbalances in core PCP protein levels between adjacent cells disrupt PCP in some tissues, other tissues maintain PCP despite containing multiple cell types with distinct core PCP protein abundance. How such tissues tolerate these imbalances remains unclear. Here, we analyzed how the spatial distribution of cell types contributes to PCP maintenance using a previously established mathematical model. Systematic simulations showed that the accuracy of PCP maintenance under core PCP protein imbalance strongly depends on cell-type distribution patterns. We then applied deep learning and statistical modeling to identify critical features, revealing that the orientation of cell-type alignment is a key determinant of PCP robustness. Such directional cell-type alignment was observed in the mouse oviduct. Our findings highlight an overlooked role of tissue cell-type organization in PCP maintenance.