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. This evidence concerns the gene TNFSF4 and neoplasm.