Tumor cells display profound changes in the metabolism of branched-chain amino acids (BCAA). However, how these changes are regulated to facilitate tumorigenesis is not yet completely understood. Here, we identified pancreatic progenitor cell differentiation and proliferation factor (PPDPF) as a BCAA-responsive protein through extensive screening using stable isotope labeling with amino acids in cell culture (SILAC). PPDPF is upregulated in cholangiocarcinoma to enhance the malignant phenotype of cholangiocarcinoma cells by activating the mTORC1 signaling pathway. Metabolic flux analysis and mechanistic studies revealed that PPDPF prevented the interaction between MCCA and MCCB, thus inhibiting leucine catabolism and activating mTORC1 signaling. Moreover, upon amino acid starvation, ariadne RBR E3 ubiquitin protein ligase 2 (ARIH2) and OTU deubiquitinase 4 (OTUD4) cooperatively regulated the stability of the PPDPF protein by modulating its ubiquitination. Additionally, monocytes/macrophage-derived IL-10 increased the BCAA content in cholangiocarcinoma cells and stabilized the PPDPF protein, even under amino acid starvation conditions. Knockout of PPDPF or restriction of leucine intake significantly inhibits the progression of cholangiocarcinoma in a mouse model. Collectively, we discovered a novel role for PPDPF in promoting the progression of cholangiocarcinoma by activating mTORC1 signaling through the inhibition of leucine catabolism. The present study suggests that targeting PPDPF or decreasing dietary leucine intake may provide a new strategy to improve the treatment efficacy of cholangiocarcinoma.