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New Methodologies and Databases

Associations Between Features of Glucose Exposure and A1C

The A1C-Derived Average Glucose (ADAG) Study

  1. Rikke Borg1,
  2. Judith C. Kuenen2,
  3. Bendix Carstensen1,
  4. Hui Zheng3,
  5. David M. Nathan3,
  6. Robert J. Heine2,
  7. Jorn Nerup1,
  8. Knut Borch-Johnsen1,
  9. Daniel R. Witte1 and
  10. on behalf of the ADAG Study Group*
  1. 1Steno Diabetes Center, Copenhagen, Denmark;
  2. 2Vrije Universiteit Medical Center, Vrije Universiteit, Amsterdam, the Netherlands;
  3. 3Diabetes Center and Biostatistics Department, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
  1. Corresponding author: Rikke Borg, rbrg{at}steno.dk.
Diabetes 2010 Jul; 59(7): 1585-1590. https://doi.org/10.2337/db09-1774
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Abstract

OBJECTIVE Various methods are used to quantify postprandial glycemia or glucose variability, but few have been compared and none are standardized. Our objective was to examine the relationship among common indexes of postprandial glycemia, overall hyperglycemia, glucose variability, and A1C using detailed glucose measures obtained during everyday life and to study which blood glucose values of the day provide the strongest prediction of A1C.

RESEARCH DESIGN AND METHODS In the A1C-Derived Average Glucose (ADAG) study, glucose levels were monitored in 507 participants (268 type 1 diabetic, 159 type 2 diabetic, and 80 nondiabetic subjects) with continuous glucose monitoring (CGM) and frequent self-monitoring of blood glucose (SMBG) during 16 weeks. We calculated several indexes of glycemia and analyzed their intercorrelations. The association between glucose measurements at different times of the day (pre- and postprandial) and A1C was examined using multiple linear regression.

RESULTS Indexes of glucose variability showed strong intercorrelation. Among postprandial indexes, the area under the glucose curve calculated from CGM 2 h after a meal correlated well with the 90-min SMBG postprandial measurements. Fasting blood glucose (FBG) levels were only moderately correlated with indexes of hyperglycemia and average or postprandial glucose levels. Indexes derived with SMBG strongly correlated with those from CGM. Some SMBG time points had a stronger association with A1C than others. Overall, preprandial glucose values had a stronger association with A1C than postprandial values for both diabetes types, particularly for type 2 diabetes.

CONCLUSIONS Indexes of glucose variability and average and postprandial glycemia intercorrelate strongly within each category. Variability indexes are weakly correlated with the other categories, indicating that these measures convey different information. FBG is not a clear indicator of general glycemia. Preprandial glucose values have a larger impact on A1C levels than postprandial values.

Footnotes

  • *Members of ADAG Study Group can be found in Diabetes Care 2008;31:1473–1478.

  • The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

  • Received December 4, 2009.
  • Accepted April 15, 2010.
  • © 2010 by the American Diabetes Association.

Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.

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Associations Between Features of Glucose Exposure and A1C
Rikke Borg, Judith C. Kuenen, Bendix Carstensen, Hui Zheng, David M. Nathan, Robert J. Heine, Jorn Nerup, Knut Borch-Johnsen, Daniel R. Witte, on behalf of the ADAG Study Group
Diabetes Jul 2010, 59 (7) 1585-1590; DOI: 10.2337/db09-1774

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Associations Between Features of Glucose Exposure and A1C
Rikke Borg, Judith C. Kuenen, Bendix Carstensen, Hui Zheng, David M. Nathan, Robert J. Heine, Jorn Nerup, Knut Borch-Johnsen, Daniel R. Witte, on behalf of the ADAG Study Group
Diabetes Jul 2010, 59 (7) 1585-1590; DOI: 10.2337/db09-1774
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