Advanced Glycation End Products Predict Loss of Renal Function and High-Risk Chronic Kidney Disease in Type 2 Diabetes

Juraj Koska, Hertzel C. Gerstein, Paul J. Beisswenger, Peter D. Reaven

Research output: Contribution to journalArticlepeer-review

30 Scopus citations


OBJECTIVE To evaluate the association of a multicomponent advanced glycation end product (AGE) panel with decline in kidney function and its utility in predicting renal function loss (RFL) when added to routine clinical measures in type 2 diabetes. RESEARCH DESIGN AND METHODS Carboxymethyl and carboxyethyl lysine and methylglyoxal, 3-deoxyglucosone, and glyoxal hydroimidazolones were measured in baseline serum and plasma samples, respectively, from Action to Control Cardiovascular Risk in Diabetes (ACCORD) (n = 1,150) and Veterans Affairs Diabetes Trial (VADT) (n = 447) partici-pants. A composite AGE score was calculated from individual AGE z scores. The primary outcome was a sustained 30% decline in estimated glomerular filtration rate (eGFR) (30% RFL in both cohorts). Secondary outcomes (in ACCORD) were 40% RFL, macroalbuminuria, and high-risk chronic kidney disease (hrCKD). RESULTS After adjustment for baseline and follow-up HbA1c and other risk factors in ACCORD, the AGE score was associated with reduction in eGFR (β-estimate-0.66 mL/min .1.73 m2 per year; P = 0.001), 30% RFL (hazard ratio 1.42 [95% CI 1.13–1.78]; P = 0.003), 40% RFL (1.40 [1.13–1.74]; P = 0.003), macroalbuminuria (1.53 [1.13–2.06]; P = 0.006), and hrCKD (1.88 [1.37–2.57]; P < 0.0001). AGE score improved net reclassification (NRI) and relative integrated discrimination (IDI) for 30% RFL (NRI 23%; P = 0.02) (relative IDI 7%; P = 0.009). In VADT, the AGE score calculated by the ACCORD-derived coefficients was associated with 30% RFL (1.37 [1.03–1.82); P = 0.03) and improved NRI (24%; P = 0.03) but not IDI (P = 0.18). CONCLUSIONS These data provide further support for a causal role of AGEs in diabetic nephrop-athy independently of glycemic control and suggest utility of the composite AGE panel in predicting long-term decline in renal function.

Original languageEnglish (US)
Pages (from-to)684-691
Number of pages8
JournalDiabetes Care
Issue number3
StatePublished - Mar 2022
Externally publishedYes

ASJC Scopus subject areas

  • Internal Medicine
  • Endocrinology, Diabetes and Metabolism
  • Advanced and Specialized Nursing


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