Nevertheless, the specific mechanism by which JSP regulates the PI3K/AKT signaling pathway via the AGE-RAGE axis remains ambiguous, necessitating further in vitro experiments and alternative methodologies to elucidate and substantiate these mechanisms and identify novel therapeutic approaches for DKD. The gene discussed is RENBP; the disease is diabetic kidney disease.