While PD-L1 expression and the tumor mutational burden were not associated with better outcomes, compared to melanoma and NSCLC, biomarkers from TME are promising but still need further investigation and validation in RCC [4, 5, 24, 32]. The gene discussed is CD274; the disease is renal cell carcinoma.