HbA1c variability as an independent correlate of nephropathy, but not retinopathy, in patients with type 2 diabetes: the Renal Insufficiency And Cardiovascular Events (RIACE) Italian multicenter study

Giuseppe Penno, Anna Solini, Enzo Bonora, Cecilia Fondelli, Emanuela Orsi, Gianpaolo Zerbini, Susanna Morano, Franco Cavalot, Olga Lamacchia, Luigi Laviola, Antonio Nicolucci, Giuseppe Pugliese, Renal Insufficiency And Cardiovascular Events Study Group, Giuseppe Pugliese, Giuseppe Penno, Anna Solini, Enzo Bonora, Emanuela Orsi, Roberto Trevisan, Luigi Laviola, Antonio Nicolucci, Giuseppe Pugliese, Salvatore De Cosmo, Gabriella Gruden, Susanna Morano, Giuseppe Penno, Francesco Pugliese, Giampaolo Zerbini, Luigi Laviola, Anna Solini, Roberto Trevisan, Giuseppe Pugliese, Paola Simonelli, Laura Salvi, Giulia Mazzitelli, Alessandra Bazuro, Aurora Frasheri, Paolo Cavallo-Perin, Gabriella Gruden, Bartolomeo Lorenzati, Mariella Trovati, Giovanni Anfossi, Franco Cavalot, Massimo Chirio, Giampaolo Zerbini, Valentina Martina, Emanuela Orsi, Laura Montefusco, Antonio Pontiroli, Marco Laneri, Maura Arosio, Alessia Dolci, Roberto Trevisan, Anna Corsi, Enzo Bonora, Giacomo Zoppini, Angelo Avogaro, Monica Vedovato, Elisa Pagnin, Giuseppe Penno, Laura Pucci, Daniela Lucchesi, Eleonora Russo, Monia Garofolo, Anna Solini, Francesco Dotta, Cecilia Fondelli, Laura Nigi, Susanna Morano, Alessandra Gatti, Raffaella Buzzetti, Mauro Cignarelli, Olga Lamacchia, Sabina Pinnelli, Francesco Giorgino, Luigi Laviola, Sebastio Perrini, Giorgio Sesti, Francesco Andreozzi, Marco Giorgio Baroni, Giuseppina Frau, Giuseppe Penno, Anna Solini, Enzo Bonora, Cecilia Fondelli, Emanuela Orsi, Gianpaolo Zerbini, Susanna Morano, Franco Cavalot, Olga Lamacchia, Luigi Laviola, Antonio Nicolucci, Giuseppe Pugliese, Renal Insufficiency And Cardiovascular Events Study Group, Giuseppe Pugliese, Giuseppe Penno, Anna Solini, Enzo Bonora, Emanuela Orsi, Roberto Trevisan, Luigi Laviola, Antonio Nicolucci, Giuseppe Pugliese, Salvatore De Cosmo, Gabriella Gruden, Susanna Morano, Giuseppe Penno, Francesco Pugliese, Giampaolo Zerbini, Luigi Laviola, Anna Solini, Roberto Trevisan, Giuseppe Pugliese, Paola Simonelli, Laura Salvi, Giulia Mazzitelli, Alessandra Bazuro, Aurora Frasheri, Paolo Cavallo-Perin, Gabriella Gruden, Bartolomeo Lorenzati, Mariella Trovati, Giovanni Anfossi, Franco Cavalot, Massimo Chirio, Giampaolo Zerbini, Valentina Martina, Emanuela Orsi, Laura Montefusco, Antonio Pontiroli, Marco Laneri, Maura Arosio, Alessia Dolci, Roberto Trevisan, Anna Corsi, Enzo Bonora, Giacomo Zoppini, Angelo Avogaro, Monica Vedovato, Elisa Pagnin, Giuseppe Penno, Laura Pucci, Daniela Lucchesi, Eleonora Russo, Monia Garofolo, Anna Solini, Francesco Dotta, Cecilia Fondelli, Laura Nigi, Susanna Morano, Alessandra Gatti, Raffaella Buzzetti, Mauro Cignarelli, Olga Lamacchia, Sabina Pinnelli, Francesco Giorgino, Luigi Laviola, Sebastio Perrini, Giorgio Sesti, Francesco Andreozzi, Marco Giorgio Baroni, Giuseppina Frau

Abstract

Objective: To examine the association of hemoglobin (Hb) A1c variability with microvascular complications in the large cohort of subjects with type 2 diabetes from the Renal Insufficiency And Cardiovascular Events (RIACE) Italian Multicenter Study.

Research design and methods: Serial (3-5) HbA1c values collected in a 2-year period before enrollment were available from 8,260 subjects from 9 centers (of 15,773 patients from 19 centers). HbA1c variability was measured as the intraindividual SD of 4.52 ± 0.76 values. Diabetic retinopathy (DR) was assessed by dilated funduscopy. Chronic kidney disease (CKD) was defined based on albuminuria, as measured by immunonephelometry or immunoturbidimetry, and estimated glomerular filtration rate (eGFR) was calculated from serum creatinine.

Results: Median and interquartile range of average HbA1c (HbA1c-MEAN) and HbA1c-SD were 7.57% (6.86-8.38) and 0.46% (0.29-0.74), respectively. The highest prevalence of microalbuminuria, macroalbuminuria, reduced eGFR, albuminuric CKD phenotypes, and advanced DR was observed when both HbA1c parameters were above the median and the lowest when both were below the median. Logistic regression analyses showed that HbA1c-SD adds to HbA1c-MEAN as an independent correlate of microalbuminuria and stages 1-2 CKD and is an independent predictor of macroalbuminuria, reduced eGFR, and stages 3-5 albuminuric CKD, whereas HbA1c-MEAN is not. The opposite was found for DR, whereas neither HbA1c-MEAN nor HbA1c-SD affected nonalbuminuric CKD.

Conclusions: In patients with type 2 diabetes, HbA1c variability affects (albuminuric) CKD more than average HbA1c, whereas only the latter parameter affects DR, thus suggesting a variable effect of these measures on microvascular complications.

Trial registration: ClinicalTrials.gov NCT00715481.

References

    1. Lachin JM, Genuth S, Nathan DM, Zinman B, Rutledge BN, DCCT/EDIC Research Group Effect of glycemic exposure on the risk of microvascular complications in the diabetes control and complications trial—revisited. Diabetes 2008;57:995–1001
    1. Stratton IM, Adler AI, Neil HA, et al. Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study. BMJ 2000;321:405–412
    1. Home PD. Contributions of basal and post-prandial hyperglycaemia to micro- and macrovascular complications in people with type 2 diabetes. Curr Med Res Opin 2005;21:989–998
    1. Kilpatrick ES. The rise and fall of HbA1c as a risk marker for diabetes complications. Diabetologia 2012;55:2089–2091
    1. Kilpatrick ES, Rigby AS, Atkin SL. The effect of glucose variability on the risk of microvascular complications in type 1 diabetes. Diabetes Care 2006;29:1486–1490
    1. Kilpatrick ES, Rigby AS, Atkin SL. Effect of glucose variability on the long-term risk of microvascular complications in type 1 diabetes. Diabetes Care 2009;32:1901–1903
    1. Siegelaar SE, Kilpatrick ES, Rigby AS, Atkin SL, Hoekstra JB, Devries JH. Glucose variability does not contribute to the development of peripheral and autonomic neuropathy in type 1 diabetes: data from the DCCT. Diabetologia 2009;52:2229–2232
    1. Raz I, Wilson PW, Strojek K, et al. Effects of prandial versus fasting glycemia on cardiovascular outcomes in type 2 diabetes: the HEART2D trial. Diabetes Care 2009;32:381–386
    1. Kilpatrick ES, Rigby AS, Atkin SL. A1C variability and the risk of microvascular complications in type 1 diabetes: data from the Diabetes Control and Complications Trial. Diabetes Care 2008;31:2198–2202
    1. Wadén J, Forsblom C, Thorn LM, Gordin D, Saraheimo M, Groop PH, Finnish Diabetic Nephropathy Study Group A1C variability predicts incident cardiovascular events, microalbuminuria, and overt diabetic nephropathy in patients with type 1 diabetes. Diabetes 2009;58:2649–2655
    1. Marcovecchio ML, Dalton RN, Chiarelli F, Dunger DB. A1C variability as an independent risk factor for microalbuminuria in young people with type 1 diabetes. Diabetes Care 2011;34:1011–1013
    1. Sugawara A, Kawai K, Motohashi S, et al. HbA(1c) variability and the development of microalbuminuria in type 2 diabetes: Tsukuba Kawai Diabetes Registry 2. Diabetologia 2012;55:2128–2131
    1. Hsu CC, Chang HY, Huang MC, et al. HbA1c variability is associated with microalbuminuria development in type 2 diabetes: a 7-year prospective cohort study. Diabetologia 2012;55:3163–3172
    1. Pugliese G, Solini A, Fondelli C, et al. Renal Insufficiency And Cardiovascular Events (RIACE) Study Group Reproducibility of albuminuria in type 2 diabetic subjects. Findings from the Renal Insufficiency And Cardiovascular Events (RIACE) study. Nephrol Dial Transplant 2011;26:3950–3954
    1. Levey AS, Bosch JP, Lewis JB, Greene T, Rogers N, Roth D, Modification of Diet in Renal Disease Study Group A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation. Ann Intern Med 1999;130:461–470
    1. Pugliese G, Solini A, Bonora E, et al. The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) equation provides a better definition of cardiovascular burden associated with CKD than the Modification of Diet in Renal Disease (MDRD) Study formula in subjects with type 2 diabetes. Atherosclerosis 2011;218:194–199
    1. Penno G, Solini A, Bonora E, et al. Renal Insufficiency And Cardiovascular Events (RIACE) Study Group Clinical significance of nonalbuminuric renal impairment in type 2 diabetes. J Hypertens 2011;29:1802–1809
    1. National Kidney Foundation K/DOQI clinical practice guidelines for chronic kidney disease: evaluation, classification, and stratification. Am J Kidney Dis 2002;39(Suppl. 1):S1–S266
    1. Wilkinson CP, Ferris FL, 3rd, Klein RE, et al. Global Diabetic Retinopathy Project Group Proposed international clinical diabetic retinopathy and diabetic macular edema disease severity scales. Ophthalmology 2003;110:1677–1682
    1. Penno G, Solini A, Zoppini G, et al. Renal Insufficiency And Cardiovascular Events (RIACE) Study Group Rate and determinants of association between advanced retinopathy and chronic kidney disease in patients with type 2 diabetes: the Renal Insufficiency And Cardiovascular Events (RIACE) Italian Multicenter Study. Diabetes Care 2012;35:2317–2323
    1. Solini A, Penno G, Bonora E, et al. Renal Insufficiency And Cardiovascular Events (RIACE) Study Group Diverging association of reduced glomerular filtration rate and albuminuria with coronary and noncoronary events in patients with type 2 diabetes: the Renal Insufficiency And Cardiovascular Events (RIACE) Italian Multicenter Study. Diabetes Care 2012;35:143–149
    1. Thomas MC, Macisaac RJ, Jerums G, et al. Nonalbuminuric renal impairment in type 2 diabetic patients and in the general population (national evaluation of the frequency of renal impairment cO-existing with NIDDM [NEFRON] 11). Diabetes Care 2009;32:1497–1502
    1. Retnakaran R, Cull CA, Thorne KI, Adler AI, Holman RR, UKPDS Study Group Risk factors for renal dysfunction in type 2 diabetes: U.K. Prospective Diabetes Study 74. Diabetes 2006;55:1832–1839
    1. Ninomiya T, Perkovic V, de Galan BE, et al. ADVANCE Collaborative Group Albuminuria and kidney function independently predict cardiovascular and renal outcomes in diabetes. J Am Soc Nephrol 2009;20:1813–1821
    1. The Diabetes Control and Complications Trial Research Group Early worsening of diabetic retinopathy in the Diabetes Control and Complications Trial. Arch Ophthalmol 1998;116:874–886
    1. Writing Team for the Diabetes Control and Complications Trial/Epidemiology of Diabetes Interventions and Complications Research Group Effect of intensive therapy on the microvascular complications of type 1 diabetes mellitus. JAMA 2002;287:2563–2569
    1. Ihnat MA, Thorpe JE, Ceriello A. Hypothesis: the ‘metabolic memory’, the new challenge of diabetes. Diabet Med 2007;24:582–586
    1. Monnier L, Mas E, Ginet C, et al. Activation of oxidative stress by acute glucose fluctuations compared with sustained chronic hyperglycemia in patients with type 2 diabetes. JAMA 2006;295:1681–1687
    1. Davì G, Ciabattoni G, Consoli A, et al. In vivo formation of 8-iso-prostaglandin f2alpha and platelet activation in diabetes mellitus: effects of improved metabolic control and vitamin E supplementation. Circulation 1999;99:224–229
    1. Santilli F, Davì G, Consoli A, et al. Thromboxane-dependent CD40 ligand release in type 2 diabetes mellitus. J Am Coll Cardiol 2006;47:391–397
    1. Thomas G, Sehgal AR, Kashyap SR, Srinivas TR, Kirwan JP, Navaneethan SD. Metabolic syndrome and kidney disease: a systematic review and meta-analysis. Clin J Am Soc Nephrol 2011;6:2364–2373

Source: PubMed

3
Subskrybuj