TP53 and Hyperglycemia: This finding is further supported by the observed hypomethylation of key senescence markers p21, p16, and p53, which are known to drive inflammation and cellular senescence by suppressing DNMT1 expression in the tubular compartment, a process mediated by persistent hyperglycemia [46].