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Erschienen in: Diabetology International 3/2018

18.01.2018 | Original Article

Development of a novel estimation method for hemoglobin A1c using glycated albumin in type 2 diabetes mellitus patients with end-stage renal disease

verfasst von: Akihiko Nakamura, Ryo Kodera, Noriko Sakamoto, Haruyo Ujike, Jun Wada, Kenichi Shikata, Hirofumi Makino

Erschienen in: Diabetology International | Ausgabe 3/2018

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Abstract

Aim

We developed a novel estimation method for hemoglobin A1c (HbA1c) in type 2 diabetes (T2D) patients with end-stage renal disease (ESRD). This method is based on the glycated albumin (GA) level.

Methods

Of the 788 Japanese patients with T2D included in this study, 545 had normal renal function (NRF group) and 243 had ESRD. Oral glucose tolerance tests (OGTTs) were performed in 80 subjects. The variables GA, body mass index (BMI), hemoglobin (Hb), and estimated glomerular filtration rate (eGFR) were significantly associated with the GA-to-HbA1c ratio and were used to determine the estimated HbA1c (eHbA1c). One method of estimating HbA1c involved dividing GA by the GA-to-HbA1c ratio predicted from the estimated regression equation; the estimated HbA1c obtained in this manner was denoted eHbA1c-1.

Results

eHbA1c-1 (%) = GA × [4.688 − 18.833 × GA−1 − 0.015 × BMI − 0.037 × Hb (− 0.002 × eGFR for patients without ESRD)]−1; adjusted R2 = 0.676 for actual HbA1c. The sensitivity of eHbA1c-1 was better than that of GA for diabetes diagnosis using the 75-g OGTT. There were no differences in the slope of eHbA1c-1 versus GA and the variance of eHbA1c-1 between the ESRD and NRF groups. eHbA1c-1 was not associated with Hb, erythropoiesis-stimulating agent use, or ESRD concomitance.

Conclusions

eHbA1c-1 may be a useful parameter for estimating HbA1c in T2D patients with ESRD.
Literatur
1.
Zurück zum Zitat Inaba M, Okuno S, Kumeda Y, et al. Glycated albumin is a better glycemic indicator than glycated hemoglobin values in hemodialysis patients with diabetes: effect of anemia and erythropoietin injection. J Am Soc Nephrol. 2007;18:896–903.CrossRefPubMed Inaba M, Okuno S, Kumeda Y, et al. Glycated albumin is a better glycemic indicator than glycated hemoglobin values in hemodialysis patients with diabetes: effect of anemia and erythropoietin injection. J Am Soc Nephrol. 2007;18:896–903.CrossRefPubMed
2.
Zurück zum Zitat Peacock TP, Shihabi ZK, Bleyer AJ, et al. Comparison of glycated albumin and hemoglobin A(1c) levels in diabetic subjects on hemodialysis. Kidney Int. 2008;73:1062–8.CrossRefPubMed Peacock TP, Shihabi ZK, Bleyer AJ, et al. Comparison of glycated albumin and hemoglobin A(1c) levels in diabetic subjects on hemodialysis. Kidney Int. 2008;73:1062–8.CrossRefPubMed
3.
Zurück zum Zitat Freedman BI, Shenoy RN, Planer JA, et al. Comparison of glycated albumin and hemoglobin A1c concentrations in diabetic subjects on peritoneal and hemodialysis. Perit Dial Int. 2010;30:72–9.CrossRefPubMed Freedman BI, Shenoy RN, Planer JA, et al. Comparison of glycated albumin and hemoglobin A1c concentrations in diabetic subjects on peritoneal and hemodialysis. Perit Dial Int. 2010;30:72–9.CrossRefPubMed
4.
Zurück zum Zitat Hoshino J, Molnar MZ, Yamagata K, et al. Developing an HbA(1c)-based equation to estimate blood glucose in maintenance hemodialysis patients. Diabetes Care. 2013;36:922–7.CrossRefPubMedPubMedCentral Hoshino J, Molnar MZ, Yamagata K, et al. Developing an HbA(1c)-based equation to estimate blood glucose in maintenance hemodialysis patients. Diabetes Care. 2013;36:922–7.CrossRefPubMedPubMedCentral
5.
Zurück zum Zitat Koga M, Kasayama S. Clinical impact of glycated albumin as another glycemic control marker. Endocr J. 2010;57:751–62.CrossRefPubMed Koga M, Kasayama S. Clinical impact of glycated albumin as another glycemic control marker. Endocr J. 2010;57:751–62.CrossRefPubMed
6.
Zurück zum Zitat Kim MK, Kwon HS, Baek KH, et al. Effects of thyroid hormone on A1C and glycated albumin levels in nondiabetic subjects with overt hypothyroidism. Diabetes Care. 2010;33:2546–8.CrossRefPubMedPubMedCentral Kim MK, Kwon HS, Baek KH, et al. Effects of thyroid hormone on A1C and glycated albumin levels in nondiabetic subjects with overt hypothyroidism. Diabetes Care. 2010;33:2546–8.CrossRefPubMedPubMedCentral
7.
Zurück zum Zitat Koga M, Matsumoto S, Saito H, et al. Body mass index negatively influences glycated albumin, but not glycated hemoglobin, in diabetic patients. Endocr J. 2006;53:387–91.CrossRefPubMed Koga M, Matsumoto S, Saito H, et al. Body mass index negatively influences glycated albumin, but not glycated hemoglobin, in diabetic patients. Endocr J. 2006;53:387–91.CrossRefPubMed
8.
Zurück zum Zitat Koga M, Otsuki M, Matsumoto S, et al. Negative association of obesity and its related chronic inflammation with serum glycated albumin but not glycated hemoglobin levels. Clin Chim Acta. 2007;378:48–52.CrossRefPubMed Koga M, Otsuki M, Matsumoto S, et al. Negative association of obesity and its related chronic inflammation with serum glycated albumin but not glycated hemoglobin levels. Clin Chim Acta. 2007;378:48–52.CrossRefPubMed
9.
Zurück zum Zitat Koga M, Kasayama S, Kanehara H, et al. CLD (chronic liver diseases)-HbA1C as a suitable indicator for estimation of mean plasma glucose in patients with chronic liver diseases. Diabetes Res Clin Pract. 2008;81:258–62.CrossRefPubMed Koga M, Kasayama S, Kanehara H, et al. CLD (chronic liver diseases)-HbA1C as a suitable indicator for estimation of mean plasma glucose in patients with chronic liver diseases. Diabetes Res Clin Pract. 2008;81:258–62.CrossRefPubMed
10.
Zurück zum Zitat Kalantar-Zadeh K. A critical evaluation of glycated protein parameters in advanced nephropathy: a matter of life or death. A1C remains the gold standard outcome predictor in diabetic dialysis patients. Diabetes Care. 2012;35:1625–8. Kalantar-Zadeh K. A critical evaluation of glycated protein parameters in advanced nephropathy: a matter of life or death. A1C remains the gold standard outcome predictor in diabetic dialysis patients. Diabetes Care. 2012;35:1625–8.
11.
Zurück zum Zitat Freedman BI. A critical evaluation of glycated protein parameters in advanced nephropathy: a matter of life or death: time to dispense with the hemoglobin A1C in end-stage kidney disease. Diabetes Care. 2012;35:1621–4.CrossRefPubMedPubMedCentral Freedman BI. A critical evaluation of glycated protein parameters in advanced nephropathy: a matter of life or death: time to dispense with the hemoglobin A1C in end-stage kidney disease. Diabetes Care. 2012;35:1621–4.CrossRefPubMedPubMedCentral
12.
Zurück zum Zitat Mehrotra R, Kalantar-Zadeh K, Adler S. Assessment of glycemic control in dialysis patients with diabetes: glycosylated hemoglobin or glycated albumin? Clin J Am Soc Nephrol. 2011;6:1520–2.CrossRefPubMed Mehrotra R, Kalantar-Zadeh K, Adler S. Assessment of glycemic control in dialysis patients with diabetes: glycosylated hemoglobin or glycated albumin? Clin J Am Soc Nephrol. 2011;6:1520–2.CrossRefPubMed
13.
Zurück zum Zitat Tahara Y. Analysis of the method for conversion between levels of HbA1c and glycated albumin by linear regression analysis using a measurement error model. Diabetes Res Clin Pract. 2009;84:224–9.CrossRefPubMed Tahara Y. Analysis of the method for conversion between levels of HbA1c and glycated albumin by linear regression analysis using a measurement error model. Diabetes Res Clin Pract. 2009;84:224–9.CrossRefPubMed
14.
Zurück zum Zitat Inoue K, Tsujimoto T, Yamamoto-Honda R, et al. A newer conversion equation for the correlation between HbA1c and glycated albumin. Endocr J. 2014;61:553–60.CrossRefPubMed Inoue K, Tsujimoto T, Yamamoto-Honda R, et al. A newer conversion equation for the correlation between HbA1c and glycated albumin. Endocr J. 2014;61:553–60.CrossRefPubMed
15.
Zurück zum Zitat Jung CH, Hwang YC, Kim KJ, et al. Development of an HbA1c-based conversion equation for estimating glycated albumin in a Korean population with a wide range of glucose intolerance. PLoS One. 2014;9:e95729.CrossRefPubMedPubMedCentral Jung CH, Hwang YC, Kim KJ, et al. Development of an HbA1c-based conversion equation for estimating glycated albumin in a Korean population with a wide range of glucose intolerance. PLoS One. 2014;9:e95729.CrossRefPubMedPubMedCentral
16.
Zurück zum Zitat Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Diabetes Care. 2003;26(Suppl 1):S5–20. Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Report of the Expert Committee on the Diagnosis and Classification of Diabetes Mellitus. Diabetes Care. 2003;26(Suppl 1):S5–20.
17.
Zurück zum Zitat Tsubakihara Y, Nishi S, Akiba T, et al. 2008 Japanese Society for Dialysis Therapy: guidelines for renal anemia in chronic kidney disease. Ther Apher Dial. 2010;14:240–75.CrossRefPubMed Tsubakihara Y, Nishi S, Akiba T, et al. 2008 Japanese Society for Dialysis Therapy: guidelines for renal anemia in chronic kidney disease. Ther Apher Dial. 2010;14:240–75.CrossRefPubMed
18.
Zurück zum Zitat Matsuo S, Imai E, Horio M, et al. Revised equations for estimated GFR from serum creatinine in Japan. Am J Kidney Dis. 2009;53:982–92.CrossRefPubMed Matsuo S, Imai E, Horio M, et al. Revised equations for estimated GFR from serum creatinine in Japan. Am J Kidney Dis. 2009;53:982–92.CrossRefPubMed
19.
Zurück zum Zitat Matthews DR, Hosker JP, Rudenski AS, et al. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28:412–9.CrossRefPubMed Matthews DR, Hosker JP, Rudenski AS, et al. Homeostasis model assessment: insulin resistance and beta-cell function from fasting plasma glucose and insulin concentrations in man. Diabetologia. 1985;28:412–9.CrossRefPubMed
20.
Zurück zum Zitat Wu WC, Ma WY, Wei JN, et al. Serum glycated albumin to guide the diagnosis of diabetes mellitus. PLoS One. 2016;11:e0146780. Wu WC, Ma WY, Wei JN, et al. Serum glycated albumin to guide the diagnosis of diabetes mellitus. PLoS One. 2016;11:e0146780.
21.
Zurück zum Zitat Ramos LF, Shintani A, Ikizler TA, et al. Oxidative stress and inflammation are associated with adiposity in moderate to severe CKD. J Am Soc Nephrol. 2008;19:593–9.CrossRefPubMedPubMedCentral Ramos LF, Shintani A, Ikizler TA, et al. Oxidative stress and inflammation are associated with adiposity in moderate to severe CKD. J Am Soc Nephrol. 2008;19:593–9.CrossRefPubMedPubMedCentral
22.
Zurück zum Zitat Takahashi R, Ito Y, Takahashi H, et al. Combined values of serum albumin, C-reactive protein and body mass index at dialysis initiation accurately predicts long-term mortality. Am J Nephrol. 2012;36:136–43.CrossRefPubMed Takahashi R, Ito Y, Takahashi H, et al. Combined values of serum albumin, C-reactive protein and body mass index at dialysis initiation accurately predicts long-term mortality. Am J Nephrol. 2012;36:136–43.CrossRefPubMed
23.
Zurück zum Zitat Fukui M, Tanaka M, Hasegawa G, et al. Association between serum bioavailable testosterone concentration and the ratio of glycated albumin to glycated hemoglobin in men with type 2 diabetes. Diabetes Care. 2008;31:397–401.CrossRefPubMed Fukui M, Tanaka M, Hasegawa G, et al. Association between serum bioavailable testosterone concentration and the ratio of glycated albumin to glycated hemoglobin in men with type 2 diabetes. Diabetes Care. 2008;31:397–401.CrossRefPubMed
24.
Zurück zum Zitat Koga M, Murai J, Saito H, et al. Glycated albumin and glycated hemoglobin are influenced differently by endogenous insulin secretion in patients with type 2 diabetes. Diabetes Care. 2010;33:270–2.CrossRefPubMed Koga M, Murai J, Saito H, et al. Glycated albumin and glycated hemoglobin are influenced differently by endogenous insulin secretion in patients with type 2 diabetes. Diabetes Care. 2010;33:270–2.CrossRefPubMed
25.
Zurück zum Zitat Kazempour-Ardebili S, Lecamwasam VL, Dassanyake T, et al. Assessing glycemic control in maintenance hemodialysis patients with type 2 diabetes. Diabetes Care. 2009;32:1137–42.CrossRefPubMedPubMedCentral Kazempour-Ardebili S, Lecamwasam VL, Dassanyake T, et al. Assessing glycemic control in maintenance hemodialysis patients with type 2 diabetes. Diabetes Care. 2009;32:1137–42.CrossRefPubMedPubMedCentral
Metadaten
Titel
Development of a novel estimation method for hemoglobin A1c using glycated albumin in type 2 diabetes mellitus patients with end-stage renal disease
verfasst von
Akihiko Nakamura
Ryo Kodera
Noriko Sakamoto
Haruyo Ujike
Jun Wada
Kenichi Shikata
Hirofumi Makino
Publikationsdatum
18.01.2018
Verlag
Springer Japan
Erschienen in
Diabetology International / Ausgabe 3/2018
Print ISSN: 2190-1678
Elektronische ISSN: 2190-1686
DOI
https://doi.org/10.1007/s13340-018-0342-6

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