We can see from the proteomic violin boxplots that CKAP4, PTX3, OPN, and IGFBP2 are all upregulated in AKI patients compared to UHCs, suggesting their over-expression could be attributed to initial kidney injury in AKI patients. Here, CKAP4 is linked to acute kidney injury.