Moreover, we observed that patients with high UBQLN4 and PD-L1 expression in the tumor region had better progression-free survival (PFS; median PFS 10 months vs 2 months, log-rank test, p<0.001) after anti-PD-1 treatment (figure 6H, I). Here, PDCD1 is linked to neoplasm.