Finally, we found that Snail inhibited PTEN expression in CCLP1 and HCCC9810 cells, indicating PI3K/AKT/GSK-3β/Snail/PTEN feedback loop existed in CCA. Here, PPFIBP2 is linked to cholangiocarcinoma.