In this study, we identified four essential DI-AKI Hub genes (TLR4, AOC3, IRF4, and TNFAIP6) using mRNA sequencing and extensive analysis of the three conventional DI-AKI models. This evidence concerns the gene IRF4 and acute kidney injury.