Gene expression data from the Cancer Genome Atlas were used to identify the immune-related prognostic genes (IRPGs)...The IGRPM was constructed using five IRPGs (IFIH1, CTSG, STC2, SECTM1, and BIRC5)….Five IRPGs performed well in risk stratification of patients and are candidate biomarkers for predicting response to immunotherapy.