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Published in: Archives of Public Health 1/2015

Open Access 01-12-2015 | Systematic review

Correlation of fasting and postprandial plasma glucose with HbA1c in assessing glycemic control; systematic review and meta-analysis

Authors: Ezra Belay Ketema, Kelemu Tilahun Kibret

Published in: Archives of Public Health | Issue 1/2015

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Abstract

Background

Glycemic control in diabetes mellitus is a cornerstone in reducing morbidity and mortality of the disease. Achieving glycemic control or reducing hyperglycemia significantly decreases the microvascular and macrovascular complications of diabetes. Even though measurement of glycated hemoglobin (HbA1c) remains the gold standard for assessment of glycemic control, there is no consensus whether fasting or postprandial plasma glucose (PPG) is a better predictor of glycemic control in resource-poor settings when HbA1c is not available. The aim of this systematic review and meta-analysis was to summarize evidences on the significance of fasting and postprandial plasma glucose, and their correlation with HbA1c.

Methods

Relevant studies were identified through systematic search of online databases (e.g. EMBASE, MEDLINE/PubMed and Cochrane library) and manual search of bibliographies of the included studies. Original research papers describing the correlations or associations of fasting and postprandial plasma glucose with HbA1c were included. The MedCalc software was used for data entry and analysis. We used the random effect model to estimate the pooled correlations of fasting and postprandial plasma glucose with HbA1c. Heterogeneity assessment and robustness analysis was also performed.

Result

From total 126 articles identified, 14 articles were eligible for systemic review. Eleven of these eligible studies evaluated the correlations of fasting and postprandial plasma glucose to the standard HbA1c values and used in meta-analysis. Seven of these studies (63.5 %) found better or stronger correlations between PPG and HbA1c than fasting plasma glucose (FPG). In all the studies that estimated the relative contribution FPG and PPG to the overall hyperglycemia, decreases in PPG was accounted for greater decrease in HbA1c compared with decreases in FPG value. PPG also showed a better sensitivity, specificity and positive predictive value than FPG. The pooled correlation coefficient (r) between PPG and HbA1c was 0.68 (P < 0.001, 95 % CI; 0.56–0.75) slightly higher than pooled correlation coefficient of FPG (r = 0.61(P < 0.001, 95 % CI; 0.48–0.72)).

Conclusion

PPG has a closer association with HbA1c than FPG. Hence, PPG is better in predicting overall glycemic control in the absence of HbA1c.
Appendix
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Literature
1.
go back to reference American Diabetes Association. Standards of medical care in diabetes. Diabetes Care. 2014;37:S14–80.CrossRef American Diabetes Association. Standards of medical care in diabetes. Diabetes Care. 2014;37:S14–80.CrossRef
2.
go back to reference Sarah JB, Soma SN, Margaret J, Jeremy M, Shiva S, Charles M. Adequacy of glycemic, lipid, and blood pressure management for patients with diabetes in a managed care setting. Diabetes Care. 2004;27:694–8. Sarah JB, Soma SN, Margaret J, Jeremy M, Shiva S, Charles M. Adequacy of glycemic, lipid, and blood pressure management for patients with diabetes in a managed care setting. Diabetes Care. 2004;27:694–8.
3.
go back to reference Vinod Mahato R, Gyawali P, Raut PP, Regmi P, Singh KP, Raj Pandeya DP, et al. Association between glycaemic control and serum lipid profile in type 2 diabetic patients: Glycated haemoglobin as a dual biomarker. Biomedical Researchm. 2011;22(3):375–80. Vinod Mahato R, Gyawali P, Raut PP, Regmi P, Singh KP, Raj Pandeya DP, et al. Association between glycaemic control and serum lipid profile in type 2 diabetic patients: Glycated haemoglobin as a dual biomarker. Biomedical Researchm. 2011;22(3):375–80.
4.
go back to reference UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet. 1998;352:837–53.CrossRef UK Prospective Diabetes Study (UKPDS) Group. Intensive blood-glucose control with sulphonylureas or insulin compared with conventional treatment and risk of complications in patients with type 2 diabetes (UKPDS 33). Lancet. 1998;352:837–53.CrossRef
5.
go back to reference The Diabetes Control and Complications Trial Research Group. The relationship of glycemic exposure (HbA1c) to the risk of development and progression of retinopathy in the Diabetes Control and Complications Trial. Diabetes. 1995;44:968–83.CrossRef The Diabetes Control and Complications Trial Research Group. The relationship of glycemic exposure (HbA1c) to the risk of development and progression of retinopathy in the Diabetes Control and Complications Trial. Diabetes. 1995;44:968–83.CrossRef
6.
go back to reference Swetha NK. Comparison of fasting blood glucose & post prandial blood glucose with HbA1c in assessing the glycemic control. International J of Healthcare and Biomedical Research. 2014;2(3):134–9. Swetha NK. Comparison of fasting blood glucose & post prandial blood glucose with HbA1c in assessing the glycemic control. International J of Healthcare and Biomedical Research. 2014;2(3):134–9.
7.
go back to reference Ghazanfari Z, Haghdoost AA, Alizadeh SM, Atapour J, Zolala F. A comparison of HbA1c and fasting blood sugar tests in general population. Int J Prev Med. 2010;1(3):187–94. Ghazanfari Z, Haghdoost AA, Alizadeh SM, Atapour J, Zolala F. A comparison of HbA1c and fasting blood sugar tests in general population. Int J Prev Med. 2010;1(3):187–94.
8.
go back to reference Weykamp C, Garry John W, Mosca A. A review of the challenge in measuring hemoglobin A1c..journal of diabetes. Sci Technol. 2009;3(3):439–45. Weykamp C, Garry John W, Mosca A. A review of the challenge in measuring hemoglobin A1c..journal of diabetes. Sci Technol. 2009;3(3):439–45.
9.
go back to reference Pasupathi P, Manivannan P M, Uma M, Deepa M. Glycated haemoglobin (HbA1c) as a stable indicator of type 2 diabetes Int J Pharm. Biomed Res. 2010;1(2):53–6. Pasupathi P, Manivannan P M, Uma M, Deepa M. Glycated haemoglobin (HbA1c) as a stable indicator of type 2 diabetes Int J Pharm. Biomed Res. 2010;1(2):53–6.
10.
go back to reference Ken S. The correlation of hemoglobin A1c to blood glucose. J Diabetes Sci Technol. 2009;3(3):429–38.CrossRef Ken S. The correlation of hemoglobin A1c to blood glucose. J Diabetes Sci Technol. 2009;3(3):429–38.CrossRef
11.
go back to reference Canadian Diabetes Association. Clinical practice guidelines: targets for glycemic control. Can J Diabetes. 2013;37:S31eS34. Canadian Diabetes Association. Clinical practice guidelines: targets for glycemic control. Can J Diabetes. 2013;37:S31eS34.
12.
go back to reference Monnier L, Lapinski H, Colette C. Contributions of fasting and postprandial plasma glucose increments to the overall diurnal hyperglycemia of type 2 diabetic patients: variations with increasing levels of HbA (1c). Diabetes Care. 2003;26:481–85.CrossRef Monnier L, Lapinski H, Colette C. Contributions of fasting and postprandial plasma glucose increments to the overall diurnal hyperglycemia of type 2 diabetic patients: variations with increasing levels of HbA (1c). Diabetes Care. 2003;26:481–85.CrossRef
13.
go back to reference Rosediani M, Azidah AK, Mafauzy M. Correlation Between Fasting Plasma Glucose, Post Prandial Glucose and Glycated Haemoglobin and Fructosamine. Med JMalaysia. 2006;61(1):67–71. Rosediani M, Azidah AK, Mafauzy M. Correlation Between Fasting Plasma Glucose, Post Prandial Glucose and Glycated Haemoglobin and Fructosamine. Med JMalaysia. 2006;61(1):67–71.
14.
go back to reference Weerarathne TP, Dissanayake AS. Value of assessing post prandial blood glucose as a surrogate for fasting blood glucose in an outpatient medical clinic: a descriptive study. Galle Medical Journal. 2006;11(1):06–9. Weerarathne TP, Dissanayake AS. Value of assessing post prandial blood glucose as a surrogate for fasting blood glucose in an outpatient medical clinic: a descriptive study. Galle Medical Journal. 2006;11(1):06–9.
15.
go back to reference Sheppard P, Bending JJ, Huber JW. Pre- and post-prandial capillary glucose self-monitoring achieves better glycaemic control than pre-prandial only monitoring: A study in insulin treated diabetic patients. Practical Diabetes Int. 2005;22(1):15–22. Sheppard P, Bending JJ, Huber JW. Pre- and post-prandial capillary glucose self-monitoring achieves better glycaemic control than pre-prandial only monitoring: A study in insulin treated diabetic patients. Practical Diabetes Int. 2005;22(1):15–22.
16.
go back to reference Leeflang MM, Deeks JJ, Gatsonis C, Bossuyt PM. Cochrane Diagnostic Test Accuracy Working Group. Systematic reviews of diagnostic test accuracy Ann Intern Med. 2008;149:889–97. Leeflang MM, Deeks JJ, Gatsonis C, Bossuyt PM. Cochrane Diagnostic Test Accuracy Working Group. Systematic reviews of diagnostic test accuracy Ann Intern Med. 2008;149:889–97.
17.
go back to reference Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med, 2009;6(7):e1000097. Moher D, Liberati A, Tetzlaff J, Altman DG, PRISMA Group. Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. PLoS Med, 2009;6(7):e1000097.
18.
19.
go back to reference Borenstein M, Hedges LV, Higgins JPT, Rothstein HR. Introduction to meta-analysis. 1st ed. West Sussex, United Kingdom: John Wiley & Sons Ltd. Chichester; 2009. Borenstein M, Hedges LV, Higgins JPT, Rothstein HR. Introduction to meta-analysis. 1st ed. West Sussex, United Kingdom: John Wiley & Sons Ltd. Chichester; 2009.
20.
go back to reference Saed MK. Postprandial blood glucose as a marker of glycemic control in type 2 sudanese diabetics sudanese. jpublic health. 2006;4(1):278–88. Saed MK. Postprandial blood glucose as a marker of glycemic control in type 2 sudanese diabetics sudanese. jpublic health. 2006;4(1):278–88.
21.
go back to reference Haddadinezhad S, Ghazaleh N. Relation of fasting and postprandial and plasm glucose to hemoglobin A1c in diabetics. Int J Diab dev ctries. 2010;30(1):8–10.CrossRef Haddadinezhad S, Ghazaleh N. Relation of fasting and postprandial and plasm glucose to hemoglobin A1c in diabetics. Int J Diab dev ctries. 2010;30(1):8–10.CrossRef
22.
go back to reference Gupta S, Puppalwar PV, Chalak A. Correlation of fasting and post meal plasma glucose level to increased HbA1c levels in type-2 diabetes mellitus. Int J Adv Med. 2014;1:127–31. Gupta S, Puppalwar PV, Chalak A. Correlation of fasting and post meal plasma glucose level to increased HbA1c levels in type-2 diabetes mellitus. Int J Adv Med. 2014;1:127–31.
23.
go back to reference Datta S, Pal M, Mitra R, Ganguly A, Basu S, Manna s. Value of assessing post prandial and fasting plasma glucose as a surrogate for glycated hemoglobin in diabetic glycemic control. World Journal of Pharmaceutical Research. 2014;3(9):494–503. Datta S, Pal M, Mitra R, Ganguly A, Basu S, Manna s. Value of assessing post prandial and fasting plasma glucose as a surrogate for glycated hemoglobin in diabetic glycemic control. World Journal of Pharmaceutical Research. 2014;3(9):494–503.
24.
go back to reference Avignon A, Radauceanu A, Monnier L. Nonfasting plasma glucose is a better marker of diabetic control than fasting plasma glucose in type 2 diabetes. Diabetes Care. 1997;20:1822.1826.CrossRefPubMed Avignon A, Radauceanu A, Monnier L. Nonfasting plasma glucose is a better marker of diabetic control than fasting plasma glucose in type 2 diabetes. Diabetes Care. 1997;20:1822.1826.CrossRefPubMed
25.
go back to reference Bonora E, Francesco C, Simonetta L, Bonfante N. Plasma glucose levels throughout the day and HbA1c interrelationships in type 2 diabetes: Implications for treatment and monitoring of metabolic control. Diabetes Care. 2001;24:2023–9. Bonora E, Francesco C, Simonetta L, Bonfante N. Plasma glucose levels throughout the day and HbA1c interrelationships in type 2 diabetes: Implications for treatment and monitoring of metabolic control. Diabetes Care. 2001;24:2023–9.
26.
go back to reference Shrestha L et al. Correlation between fasting blood glucose, postprandial blood glucose and glycated hemoglobin in non insulin treated type 2 diabetic subjects. Sunsari Technical College Journal. 2012;1(1):18–21. Shrestha L et al. Correlation between fasting blood glucose, postprandial blood glucose and glycated hemoglobin in non insulin treated type 2 diabetic subjects. Sunsari Technical College Journal. 2012;1(1):18–21.
27.
go back to reference Azim W, Mushtaq Gill M, Azim S, Farooq W. Assessment of fasting and two-hour post-prandial glucose as an economical test for monitoring of glycemic control, compared to glycated haemoglobin. Med Channel., 2011;17(2):5–7. Azim W, Mushtaq Gill M, Azim S, Farooq W. Assessment of fasting and two-hour post-prandial glucose as an economical test for monitoring of glycemic control, compared to glycated haemoglobin. Med Channel., 2011;17(2):5–7.
28.
go back to reference Saiedullah M, Hayat S, Kamaluddin SM, Begum S. Correlation of Fasting and Post Prandial Plasma Glucose with Hemoglobin Glycation. AKMMC J. 2013;4(2):28–30. Saiedullah M, Hayat S, Kamaluddin SM, Begum S. Correlation of Fasting and Post Prandial Plasma Glucose with Hemoglobin Glycation. AKMMC J. 2013;4(2):28–30.
29.
go back to reference Woerle HJ, Neumann C, Zschau S, Tenner S, Irsigler A, Schirra J, et al. Impact of fasting and postprandial glycemia on overall glycemic control in type 2 diabetes Importance of postprandial glycemia to achieve target HbA1c levels. Diabetes Res Clin Pract. 2007;77:280–5. Woerle HJ, Neumann C, Zschau S, Tenner S, Irsigler A, Schirra J, et al. Impact of fasting and postprandial glycemia on overall glycemic control in type 2 diabetes Importance of postprandial glycemia to achieve target HbA1c levels. Diabetes Res Clin Pract. 2007;77:280–5.
30.
go back to reference Schernthaner G, Guerci B, Gallwitz L, Rosediani M, Nicolay C, Kraus P, et al. Impact of postprandial and fasting glucose concentration on HbA1c in pateints with type 2 diabetes. Diabetes Metab. 2010;36:389–94. Schernthaner G, Guerci B, Gallwitz L, Rosediani M, Nicolay C, Kraus P, et al. Impact of postprandial and fasting glucose concentration on HbA1c in pateints with type 2 diabetes. Diabetes Metab. 2010;36:389–94.
31.
go back to reference Ceriello A, Colagiuri S, Gerich J, Tuomilehto J. Guideline for management of postmeal glucose. Nutr Metab Cardiovasc Dis. 2008;18(4):S17–33. Ceriello A, Colagiuri S, Gerich J, Tuomilehto J. Guideline for management of postmeal glucose. Nutr Metab Cardiovasc Dis. 2008;18(4):S17–33.
32.
go back to reference Sharon H, Judith F, Catherine C. Poor control of risk factors for vascular disease among adults with previously diagnosed diabetes. J Am Med Assoc. 2004;291:335–42.CrossRef Sharon H, Judith F, Catherine C. Poor control of risk factors for vascular disease among adults with previously diagnosed diabetes. J Am Med Assoc. 2004;291:335–42.CrossRef
33.
go back to reference Kilpatrick ES. Haemoglobin A1c in the diagnosis and monitoring of diabetes mellitus. J Clin Pathol. 2008;61(9):977–82.CrossRefPubMed Kilpatrick ES. Haemoglobin A1c in the diagnosis and monitoring of diabetes mellitus. J Clin Pathol. 2008;61(9):977–82.CrossRefPubMed
34.
go back to reference Bloomgarden ZT. A1c: recommendations, debates, and questions. Diabetes Care. 2009;32(12):141–7.CrossRef Bloomgarden ZT. A1c: recommendations, debates, and questions. Diabetes Care. 2009;32(12):141–7.CrossRef
35.
go back to reference Kohnert KD, Augstein P, Heinke P, Zander E, Peterson K, Freyse EJ, et al. Chronic hyperglycemia but not glucose variability determines HbA1c levels in well-controlled patients with type 2 diabetes. Diabetes Res Clin Pract. 2007;77:420–6. Kohnert KD, Augstein P, Heinke P, Zander E, Peterson K, Freyse EJ, et al. Chronic hyperglycemia but not glucose variability determines HbA1c levels in well-controlled patients with type 2 diabetes. Diabetes Res Clin Pract. 2007;77:420–6.
36.
go back to reference Haffner S. The importance of postprandial hyperglycaemia in development of cardiovascular disease in people with diabetes. Int J Clin Pract. 2001;123(suppl):24–6. Haffner S. The importance of postprandial hyperglycaemia in development of cardiovascular disease in people with diabetes. Int J Clin Pract. 2001;123(suppl):24–6.
37.
go back to reference International Diabetes Federation, 2011 Guideline for Management of PostMeal Glucose in Diabetes. 2011;1–37. International Diabetes Federation, 2011 Guideline for Management of PostMeal Glucose in Diabetes. 2011;1–37.
38.
go back to reference Hanefeld M, Cagatay M, Petrowitsch T, Neuser D, Petzinna D, Rupp M. Acarbose reduces the risk for myocardial infarction in type 2 diabetic patients: meta-analysis of seven long-term studies. Eur Heart J. 2004;25(1):10–6. Hanefeld M, Cagatay M, Petrowitsch T, Neuser D, Petzinna D, Rupp M. Acarbose reduces the risk for myocardial infarction in type 2 diabetic patients: meta-analysis of seven long-term studies. Eur Heart J. 2004;25(1):10–6.
39.
go back to reference Kovatchev B, Cox DJ, Summers KH, Gonder-Frederick L, Clarke WL. Postprandial glucose dynamics and associated symptoms in type 2 diabetes mellitus. The Journal of Applied Research. 2003;3(4):449–58. Kovatchev B, Cox DJ, Summers KH, Gonder-Frederick L, Clarke WL. Postprandial glucose dynamics and associated symptoms in type 2 diabetes mellitus. The Journal of Applied Research. 2003;3(4):449–58.
40.
go back to reference Szoke E, Shrayyef MZ, Messing S. Effect of aging on glucose homeostasis: accelerated deterioration of beta-cell function in individuals with impaired glucose tolerance. Diabetes Care. 2008;31:539–43. Szoke E, Shrayyef MZ, Messing S. Effect of aging on glucose homeostasis: accelerated deterioration of beta-cell function in individuals with impaired glucose tolerance. Diabetes Care. 2008;31:539–43.
Metadata
Title
Correlation of fasting and postprandial plasma glucose with HbA1c in assessing glycemic control; systematic review and meta-analysis
Authors
Ezra Belay Ketema
Kelemu Tilahun Kibret
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Archives of Public Health / Issue 1/2015
Electronic ISSN: 2049-3258
DOI
https://doi.org/10.1186/s13690-015-0088-6

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