From 10 immune checkpoint proteins, galectin-9 and OX40L had the higher relative contribution to OS (33.55%) and RFS (29.02%), respectively, while the percentage of positive tumor cells and the distance between positive TILs and positive tumor cells contributed the most to predict OS. The gene discussed is LGALS9; the disease is neoplasm.