Among the differentially expressed genes, calcium-dependent activator protein for secretion (CADPS) emerged as a key candidate due to its marked downregulation in the recurrence group and its previously reported tumor-suppressive roles in other cancers. This evidence concerns the gene CADPS and cancer.