Our results identified four key related candidate genes (AOC3, IRF4, TLR4 and TNFAIP6) in iohexol-induced, cisplatin-induced and vancomycin-induced AKI models, and validated them in vitro and in vivo. This evidence concerns the gene AOC3 and acute kidney injury.