TNF expression was mainly detected in CNT_PC cluster of ADPKD kidneys, and ligand-receptor analysis suggested that the CNT_PC is the major source of TNF in ADPKD kidneys (Fig. 4a, b). This evidence concerns the gene TNF and autosomal dominant polycystic kidney disease.