Interestingly, tumors of patients with SD had low PD-1 expression at baseline, similar to patients with PD, but showed increased expression on treatment, suggesting tumor conversion due to therapy (p = 0.014; Supplementary Fig. 3A). Here, PDCD1 is linked to neoplasm.