Moreover, both collagen+ and α-SMA+ areas were positively correlated with the KRT19+ area in PBC patients (r = 0.596, p = 0.019; r = 0.531, p = 0.042) (Figure 1C, Figure S1A). Here, ACTA1 is linked to primary biliary cholangitis.