F2 and cholangiocarcinoma: In conclusion, by performing progressive bioinformatics analysis, it was found that complement and coagulation cascades-related genes (including AHSG, F2, TTR, and KNG1) and cell cycle-related genes (including CDK1, CCNB1, and KIAA0101) were conspicuous in the process of CCA.