Four of 13 overlapped markers (MXRA8, CLMP, VCAN and FBLN1) are involved in cell adhesion and tumor metastasis (28–33), suggesting that dysfunctions in cell adhesion pathways could lead to anti-PD-1 resistance associated by RIPK1 and AXL. This evidence concerns the gene RIPK1 and neoplasm.