AKT1 and diabetic kidney disease: Our study found that the AGE/RAGE, PI3K/Akt, and ERK pathways were enriched in the DEGs grouped by the SRS risk score; these results suggest that cellular senescence is involved in the regulation of the core pathways in DKD.