As shown in the kinase perturbation plot in Figure 3D, we demonstrated that the activities of kinases CDK1 and PRKCD (PKCδ) were highly elevated in prediabetes (PDM vs. NGT comparison axis) and elevated, albeit not as dramatically, in T2DM (T2DM vs. NGT comparison axis). Here, CDK1 is linked to prediabetes syndrome.