For intrahepatic cholangiocarcinoma (PDC000356), key proteins such as SULT1A1 were identified as tumor suppressors linked to chemoresistance and sulfonation-driven metabolic regulation [14] (Supplementary Table S1). This evidence concerns the gene SULT1A1 and intrahepatic cholangiocarcinoma.