We validated the clustering outcomes by using specific antibodies for different nephron segments, including LRP2, SLC12A1, CDH16, KRT17 and two classical markers CD10 and AQP2(the marker of PT and CD, respectively) for IHC staining of cyst epithelial cells. The gene discussed is CDH16; the disease is cyst.