From the 20 predicted proteases (Table 4), 9 proteases were already found deregulated in DKD patients: MMP-1, MMP-2, MMP-3, MMP-7, MMP-8, MMP-9, MMP-13, CTSD and CTSK27. Here, MMP1 is linked to diabetic kidney disease.