The relationship between CRGs-related risk score and immune checkpoints also suggested that calcium may play a suppressive role in the anti-tumor immune responses due to the negative association with PD-1, CTLA-4, and other inhibitory immune checkpoints. This evidence concerns the gene PDCD1 and neoplasm.