Moreover, the degree of connectivity of GPX4, GZMA, and GZMB in the PPI network above was 4, 4, and 10, respectively, suggesting that GZMB may indeed be involved in tumor growth and progression in CC patients. This evidence concerns the gene GZMA and cholangiocarcinoma.