Yonsei Med J.  2012 May;53(3):578-586. 10.3349/ymj.2012.53.3.578.

Estimating Average Glucose Levels from Glycated Albumin in Patients with End-Stage Renal Disease

Affiliations
  • 1Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea. yoosy0316@yuhs.ac

Abstract

PURPOSE
In patients with diabetic end stage renal disease (ESRD), glycated albumin (GA) reflects recent glycemic control more accurately than glycated hemoglobin (HbA1c). We evaluated the relationship between GA and average blood glucose (AG) level and developed an estimating equation for translating GA values into easier-to-understand AG levels.
MATERIALS AND METHODS
A total of 185 ESRD patients, including 154 diabetic and 31 non-diabetic participants, were enrolled (108 hemodialysis, 77 peritoneal dialysis). Patients were asked to perform four-point daily self-monitoring of capillary blood glucose (SMBG) at least three consecutive days each week for four weeks. Serum levels of GA, HbA1c and other biochemical parameters were checked at baseline, as well as at 4 and 8 weeks.
RESULTS
Approximately 74.3+/-7.0 SMBG readings were obtained from each participant and mean AG was 169.1+/-48.2 mg/dL. The correlation coefficient between serum GA and AG levels (r=0.70, p<0.001) was higher than that of HbA1c and AG (r=0.54, p<0.001). Linear regression analysis yielded the following equation: estimated AG (eAG) (mg/dL)=4.71xGA%+73.35, and with this formula, serum GA levels could be easily translated to eAG levels. Multivariate analysis revealed significant contributions of postprandial hyperglycemia (beta=0.25, p=0.03) and serum albumin (beta=0.17, p=0.04) in determining serum GA level, independent to other clinical parameters.
CONCLUSION
Compared to HbA1c, serum GA levels were better correlated with AG levels. Using the estimating equation, an average blood glucose level of 155-160 mg/dL could be matched to a GA value of 18-19% in patients with ESRD.

Keyword

Average blood glucose; end-stage renal disease; glycated albumin; self-monitoring blood glucose

MeSH Terms

Adolescent
Adult
Aged
Blood Glucose/*metabolism
Female
Humans
Kidney Failure, Chronic/*blood/metabolism
Male
Middle Aged
Prospective Studies
Serum Albumin/*metabolism
Young Adult

Figure

  • Fig. 1 Correlation between AG and serum GA or HbA1c levels. The strength of correlation between serum GA and AG levels (r=0.70, p<0.001, left) was higher than that of HbA1c and AG (r=0.54, p<0.001, right). GA, glycated albumin; AG, average blood glucose.


Reference

1. The Diabetes Control and Complications Trial Research Group. The effect of intensive treatment of diabetes on the development and progression of long-term complications in insulin-dependent diabetes mellitus. N Engl J Med. 1993. 329:977–986.
2. Williams ME, Lacson E Jr, Teng M, Ofsthun N, Lazarus JM. Hemodialyzed type I and type II diabetic patients in the US: characteristics, glycemic control, and survival. Kidney Int. 2006. 70:1503–1509.
Article
3. ADVANCE Collaborative Group. Patel A, MacMahon S, Chalmers J, Neal B, Billot L, et al. Intensive blood glucose control and vascular outcomes in patients with type 2 diabetes. N Engl J Med. 2008. 358:2560–2572.
Article
4. Genuth S, Eastman R, Kahn R, Klein R, Lachin J, Lebovitz H, et al. Implications of the United kingdom prospective diabetes study. Diabetes Care. 2003. 26:Suppl 1. S28–S32.
5. Fukuoka K, Nakao K, Morimoto H, Nakao A, Takatori Y, Arimoto K, et al. Glycated albumin levels predict long-term survival in diabetic patients undergoing haemodialysis. Nephrology (Carlton). 2008. 13:278–283.
Article
6. Oomichi T, Emoto M, Tabata T, Morioka T, Tsujimoto Y, Tahara H, et al. Impact of glycemic control on survival of diabetic patients on chronic regular hemodialysis: a 7-year observational study. Diabetes Care. 2006. 29:1496–1500.
Article
7. Shima K, Komatsu M, Kawahara K, Minaguchi J, Kawashima S. Stringent glycaemic control prolongs survival in diabetic patients with end-stage renal disease on haemodialysis. Nephrology (Carlton). 2010. 15:632–638.
Article
8. Williams ME, Lacson E Jr, Wang W, Lazarus JM, Hakim R. Glycemic control and extended hemodialysis survival in patients with diabetes mellitus: comparative results of traditional and time-dependent Cox model analyses. Clin J Am Soc Nephrol. 2010. 5:1595–1601.
Article
9. American Diabetes Association. Standards of medical care in diabetes--2007. Diabetes Care. 2007. 30:Suppl 1. S4–S41.
10. Kazempour-Ardebili S, Lecamwasam VL, Dassanyake T, Frankel AH, Tam FW, Dornhorst A, et al. Assessing glycemic control in maintenance hemodialysis patients with type 2 diabetes. Diabetes Care. 2009. 32:1137–1142.
Article
11. Mak RH. Impact of end-stage renal disease and dialysis on glycemic control. Semin Dial. 2000. 13:4–8.
12. Peacock TP, Shihabi ZK, Bleyer AJ, Dolbare EL, Byers JR, Knovich MA, et al. Comparison of glycated albumin and hemoglobin A(1c) levels in diabetic subjects on hemodialysis. Kidney Int. 2008. 73:1062–1068.
Article
13. Uzu T, Hatta T, Deji N, Izumiya T, Ueda H, Miyazawa I, et al. Target for glycemic control in type 2 diabetic patients on hemodialysis: effects of anemia and erythropoietin injection on hemoglobin A(1c). Ther Apher Dial. 2009. 13:89–94.
Article
14. Freedman BI, Shenoy RN, Planer JA, Clay KD, Shihabi ZK, Burkart JM, et al. Comparison of glycated albumin and hemoglobin A1c concentrations in diabetic subjects on peritoneal and hemodialysis. Perit Dial Int. 2010. 30:72–79.
Article
15. Chujo K, Shima K, Tada H, Oohashi T, Minakuchi J, Kawashima S. Indicators for blood glucose control in diabetics with end-stage chronic renal disease: GHb vs. glycated albumin (GA). J Med Invest. 2006. 53:223–228.
Article
16. Inaba M, Okuno S, Kumeda Y, Yamada S, Imanishi Y, Tabata T, 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.
Article
17. Okada T, Nakao T, Matsumoto H, Shino T, Nagaoka Y, Tomaru R, et al. Association between markers of glycemic control, cardiovascular complications and survival in type 2 diabetic patients with end-stage renal disease. Intern Med. 2007. 46:807–814.
Article
18. Yamada S, Inaba M, Shidara K, Okada S, Emoto M, Ishimura E, et al. Association of glycated albumin, but not glycated hemoglobin, with peripheral vascular calcification in hemodialysis patients with type 2 diabetes. Life Sci. 2008. 83:516–519.
Article
19. 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. 84:224–229.
Article
20. Nathan DM, Kuenen J, Borg R, Zheng H, Schoenfeld D, Heine RJ. A1c-Derived Average Glucose Study Group. Translating the A1C assay into estimated average glucose values. Diabetes Care. 2008. 31:1473–1478.
Article
21. Nathan DM, Turgeon H, Regan S. Relationship between glycated haemoglobin levels and mean glucose levels over time. Diabetologia. 2007. 50:2239–2244.
Article
22. Rohlfing CL, Wiedmeyer HM, Little RR, England JD, Tennill A, Goldstein DE. Defining the relationship between plasma glucose and HbA(1c): analysis of glucose profiles and HbA(1c) in the Diabetes Control and Complications Trial. Diabetes Care. 2002. 25:275–278.
23. Le Floch JP, Escuyer P, Baudin E, Baudon D, Perlemuter L. Blood glucose area under the curve. Methodological aspects. Diabetes Care. 1990. 13:172–175.
Article
24. Roohk HV, Zaidi AR. A review of glycated albumin as an intermediate glycation index for controlling diabetes. J Diabetes Sci Technol. 2008. 2:1114–1121.
Article
25. Nagayama H, Inaba M, Okabe R, Emoto M, Ishimura E, Okazaki S, et al. Glycated albumin as an improved indicator of glycemic control in hemodialysis patients with type 2 diabetes based on fasting plasma glucose and oral glucose tolerance test. Biomed Pharmacother. 2009. 63:236–240.
Article
26. Szeto CC, Chow KM, Kwan BC, Chung KY, Leung CB, Li PK. New-onset hyperglycemia in nondiabetic chinese patients started on peritoneal dialysis. Am J Kidney Dis. 2007. 49:524–532.
Article
27. Koga M, Murai J, Saito H, Matsumoto S, Kasayama S. Effects of thyroid hormone on serum glycated albumin levels: study on non-diabetic subjects. Diabetes Res Clin Pract. 2009. 84:163–167.
Article
28. Monnier L, Colette C, Dunseath GJ, Owens DR. The loss of postprandial glycemic control precedes stepwise deterioration of fasting with worsening diabetes. Diabetes Care. 2007. 30:263–269.
Article
29. Koga M, Kasayama S. Clinical impact of glycated albumin as another glycemic control marker. Endocr J. 2010. 57:751–762.
Article
30. Dailey G. Assessing glycemic control with self-monitoring of blood glucose and hemoglobin A(1c) measurements. Mayo Clin Proc. 2007. 82:229–235.
Article
31. The DECODE study group. European Diabetes Epidemiology Group. Diabetes Epidemiology: collaborative analysis Of Diagnostic criteria in Europe. Glucose tolerance and mortality: comparison of WHO and American Diabetes Association diagnostic criteria. Lancet. 1999. 354:617–621.
32. Daimon M, Oizumi T, Kato T. [The Funagata study--impaired glucose tolerance is a risk factor for stroke in a Japanese sample]. Nihon Rinsho. 2010. 68:843–846.
33. Gerich JE. Clinical significance, pathogenesis, and management of postprandial hyperglycemia. Arch Intern Med. 2003. 163:1306–1316.
Article
34. Shiraiwa T, Kaneto H, Miyatsuka T, Kato K, Yamamoto K, Kawashima A, et al. Postprandial hyperglycemia is a better predictor of the progression of diabetic retinopathy than HbA1c in Japanese type 2 diabetic patients. Diabetes Care. 2005. 28:2806–2807.
Article
35. Peel E, Douglas M, Lawton J. Self monitoring of blood glucose in type 2 diabetes: longitudinal qualitative study of patients' perspectives. BMJ. 2007. 335:493.
Article
36. Gallichan M. Self monitoring of glucose by people with diabetes: evidence based practice. BMJ. 1997. 314:964–967.
Article
37. Chetty VT, Almulla A, Odueyungbo A, Thabane L. The effect of continuous subcutaneous glucose monitoring (CGMS) versus intermittent whole blood finger-stick glucose monitoring (SBGM) on hemoglobin A1c (HBA1c) levels in Type I diabetic patients: a systematic review. Diabetes Res Clin Pract. 2008. 81:79–87.
Article
Full Text Links
  • YMJ
Actions
Cited
CITED
export Copy
Close
Share
  • Twitter
  • Facebook
Similar articles
Copyright © 2024 by Korean Association of Medical Journal Editors. All rights reserved.     E-mail: koreamed@kamje.or.kr