ccRCC cells clustered together with normal renal epithelial cells in cluster 4 and expressed proximal tubule markers such as Hnf1b, Hnf4a, Pax8, Gpx3, Krt8, Slc34a1. The gene discussed is GPX3; the disease is nonpapillary renal cell carcinoma.