Intriguingly, despite the established role of TXNIP, our study did not observe significant differences in AGEs, sRAGE, or eGFR levels between DKD patients and non-DKD patients, possibly because of the milder DKD conditions within our patient cohort. The gene discussed is TXNIP; the disease is diabetic kidney disease.