Thus, the expression levels of ID1, TPM1, ITGB8, and PFKFB3 were upregulated in both AKI and DKD in vitro models, suggesting that these genes mediate a molecular mechanism shared between AKI and DKD (Supplementary Table 8). Here, ID1 is linked to diabetic kidney disease.