Notably, the data of both ICC and CHC indicated a recurrently integrated genes FN1 in non-tumor tissue, which was consistent with previous research on HCC [24, 25], suggesting that the adjacent non-tumor tissues of all three PLC types had the analogous profile of HBV integration. Here, FN1 is linked to intrahepatic cholangiocarcinoma.