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Author Spotlight: Developing a Point-of-Care Hemoglobin Estimation Method for Anemia Management
Published on: January 19, 2024
Addressing shortfalls of laboratory HbA1c using a model that incorporates red cell lifespan
Yongjin Xu1, Richard M Bergenstal2, Timothy C Dunn1
1Abbott Diabetes Care, Alameda, United States.
Insights
A new adjusted HbA1c measure better reflects intracellular glucose exposure than standard HbA1c testing. This adjusted measure may more accurately predict diabetes complications, improving patient risk assessment.
Area of Science:
- Endocrinology
- Metabolic Diseases
- Diabetes Research
Background:
- Standard laboratory HbA1c (glycated hemoglobin) may not accurately predict diabetes complications.
- Intracellular glucose exposure in susceptible organs is a key factor in complication development.
Purpose of the Study:
- To develop a novel glycaemic measure, adjusted HbA1c (aHbA1c), that better reflects intracellular glucose exposure.
- To evaluate the clinical relevance of aHbA1c compared to laboratory HbA1c in predicting diabetes complications.
Main Methods:
- Utilized six months of continuous glucose monitoring data from 51 type 1 diabetes (T1D) and 80 type 2 diabetes (T2D) patients.
- Employed a kinetic model of glucose and HbA1c to estimate red blood cell (RBC) lifespan and calculate person-specific aHbA1c.
- Compared aHbA1c values with concurrent laboratory HbA1c measurements.
Main Results:
- Median RBC lifespan was approximately 100 days in both T1D and T2D cohorts.
- Clinically relevant differences were observed between aHbA1c and laboratory HbA1c.
- The absolute difference ranged from 3.9-5.3 mmol/mol (0.4-0.5%) in T1D and T2D patients, respectively.
Conclusions:
- Laboratory HbA1c may underestimate or overestimate diabetes complication risks.
- Adjusted HbA1c (aHbA1c) offers a potentially more accurate reflection of glucose exposure relevant to complications.
- This refined glycaemic measure may have significant future clinical implications for diabetes management and risk stratification.
Abstract:
Laboratory HbA1c does not always predict diabetes complications and our aim was to establish a glycaemic measure that better reflects intracellular glucose exposure in organs susceptible to complications. Six months of continuous glucose monitoring data and concurrent laboratory HbA1c were evaluated from 51 type 1 diabetes (T1D) and 80 type 2 diabetes (T2D) patients. Red blood cell (RBC) lifespan was estimated using a kinetic model of glucose and HbA1c, allowing the calculation of person-specific adjusted HbA1c (aHbA1c). Median (IQR) RBC lifespan was 100 (86-102) and 100 (83-101) days in T1D and T2D, respectively. The median (IQR) absolute difference between aHbA1c and laboratory HbA1c was 3.9 (3.0-14.3) mmol/mol [0.4 (0.3-1.3%)] in T1D and 5.3 (4.1-22.5) mmol/mol [0.5 (0.4-2.0%)] in T2D. aHbA1c and laboratory HbA1c showed clinically relevant differences. This suggests that the widely used measurement of HbA1c can underestimate or overestimate diabetes complication risks, which may have future clinical implications.
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