We show that AF cell differentiation is non-autonomously regulated by FGFR2 signaling in osteogenic front cells of the frontal bones, which regulate WNT signaling in neighboring AF cells by expressing the secreted WNT inhibitor Wif1. Here, FGFR2 is linked to atrial fibrillation.