PCDHGA12 and atrial fibrillation: By comparing the proportion of fibroblast subpopulations between the AF and NC groups, we discovered that more Fib1 were observed in the AF group than that in the NC group, whereas the proportion of Fib3 decreased in the AF group (P < 0.01) (Fig. 2c).