STUB1 and acute kidney injury: WGCNA confirmed most of the DEGs were involved in significantly correlated modules with AKI, especially two upregulated hub genes, STUB1 and VHL. We then validated the expression of the three upregulated genes STUB1, VHL, and SOCS1 in human AKI, mouse AKI, and cell line models.