In a study of patients with various solid tumors (including renal cell carcinoma) who received combination anti-CTLA-4 and anti-PD-1 ICB treatment, a higher expression of CD74 autoantibodies measured in the serum before ICB therapy was correlated with the development of irAE pneumonitis [93]. This evidence concerns the gene CD74 and renal cell carcinoma.