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Glucose-Derived Personalized HbA1c Correction (GDAC) Study to Improve Alignment Between CGM-Derived Metrics and HbA1c
Ramzi A Ajjan1, Pratik Choudhary2, Yongjin Xu3
1The LIGHT Laboratories, Leeds Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, U.K.
Insights
Glycated hemoglobin (HbA1c) and average glucose (AG) show discordance due to red blood cell (RBC) variations. A new personalized HbA1c (pA1C) metric significantly reduces this gap, improving diabetes management, especially for the Black population.
Area of Science:
- Endocrinology and Metabolism
- Clinical Chemistry
- Diabetes Research
Background:
- Glycated hemoglobin (HbA1c) and average glucose (AG) are key diabetes metrics.
- Personal variations in red blood cell (RBC) physiology can cause discordance between HbA1c and AG.
- This discordance complicates diabetes management and can exacerbate health disparities.
Purpose of the Study:
- To quantify the extent of HbA1c-AG discordance in a diverse diabetic population.
- To develop and validate a personalized HbA1c (pA1C) metric that accounts for individual RBC characteristics.
- To assess the effectiveness of pA1C in reducing discordance and improving glycemic metric alignment.
Main Methods:
- A 26-week prospective study involving individuals with type 1 and type 2 diabetes.
- Collected HbA1c every 2 weeks and continuous glucose monitoring (CGM) data throughout.
- Derived a personal glycation ratio (PGR) to calculate pA1C, analyzing its relationship with AG and comparing it to standard HbA1c.
Main Results:
- 33% of 257 participants exhibited clinically significant (≥0.5%) HbA1c-AG discordance.
- The Black population showed the highest discordance rate (41%).
- pA1C reduced overall discordance to 14% (58% reduction) and in the Black population to 12% (71% reduction).
Conclusions:
- HbA1c-AG discordance is a prevalent issue, disproportionately affecting the Black population.
- The personalized HbA1c (pA1C) metric significantly improves the alignment between HbA1c and average glucose levels.
- pA1C offers a promising approach to optimize diabetes management and mitigate health disparities.
Objective:
Glycated hemoglobin (HbA1c) and average glucose (AG) can show discordance due to personal variations in red blood cell (RBC) physiology, creating management difficulties. Our aims were to understand the size of the problem and refine this glycemic metric by adjusting for personal differences in RBC characteristics.
Research And Design And Methods:
A 26-week prospective study was conducted in individuals with type 1 diabetes (T1D) or type 2 diabetes across four racial groups with HbA1c collected every 2 weeks and continuous glucose monitoring (CGM) used throughout. Personal glycation ratio (PGR) was derived from HbA1c and AG data (weeks 0-12), allowing calculation of personalized HbA1c (pA1C) and subsequent testing (weeks 20-26). The relationship between AG and HbA1c or pA1C was then analyzed, documenting a clinically meaningful discordance of ≥0.5%. In addition, we used real-world data sets to further validate the accuracy of pA1C at reflecting glucose exposure.
Results:
Of 257 participants (19% T1D) with complete CGM and HbA1c data sets, mean age (±SD) was 53 ± 14 years (45% females). The racial background was 35% Asian, 30% White, 22% Black, and 14% other/mixed. Of the total study population, 33% showed ≥0.5% HbA1c-AG discordance, with the Black population affected most (41% discordance). Use of pA1C reduced the discordance in the whole population to 14% (58% reduction), while this was reduced in the Black population to 12% (71% reduction).
Conclusions:
HbA1c-AG discordance is common, particularly in the Black population, with pA1C improving alignment with glucose levels, potentially helping to optimize clinical management and reduce health disparities.
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