Overexpression B7-H4 had the worst effect in renal cell carcinoma with the highest pooled HR (HR = 9.62; 95% CI = 2.37–38.98; P = 0.002). This evidence concerns the gene VTCN1 and hereditary clear cell renal cell carcinoma.