Conclusively, for precision medicine, our work offered more evidences and clues for using PD-L1/PD-1 related pathway genes as potential biomarkers to identify radio-sensitive for cancer patients or as targets that promote personalize radiation. This evidence concerns the gene PDCD1 and cancer.