These data proved that TSPAN1 was negatively regulated by miR-194-5p and facilitated PI3K/AKT/GSK-3β/Snail/PTEN feedback loop in CCA pathogenesis (Fig. 8i). This evidence concerns the gene AKT1 and cholangiocarcinoma.