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Updated: Oct 19, 2025

Author Spotlight: Developing a Point-of-Care Hemoglobin Estimation Method for Anemia Management
Published on: January 19, 2024
Hemoglobin A1c-Using Epidemiology to Guide Medical Practice: Kelly West Award Lecture 2020
Elizabeth Selvin1,2,3
1Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD eselvin@jhu.edu.
Insights
Glycated hemoglobin (HbA1c) is a vital biomarker for diabetes management, offering a reliable measure of average glucose levels over time. Its advantages over blood glucose monitoring make it essential for diagnosis and prognosis.
Area of Science:
- Endocrinology
- Clinical Chemistry
- Diabetes Research
Background:
- Glycated hemoglobin (HbA1c) emerged as a pivotal advancement in diabetes care.
- It is now a standard for monitoring glucose control and diagnosing diabetes.
Purpose of the Study:
- To highlight the significance of HbA1c as a diagnostic and prognostic biomarker in diabetes.
- To compare the advantages of HbA1c testing with traditional glucose measurements.
- To discuss limitations and alternative methods for glucose monitoring.
Main Methods:
- Review of epidemiologic studies linking HbA1c to diabetes complications.
- Analysis of clinical trial data on the impact of lowering HbA1c.
- Comparison of HbA1c with glucose, fructosamine, glycated albumin, and continuous glucose monitoring.
Main Results:
- HbA1c provides a reliable measure of average glucose exposure over 2-3 months, unlike fasting glucose.
- Epidemiologic studies show stronger associations between HbA1c and complications than with glucose.
- Lowering HbA1c in clinical trials prevents or slows microvascular disease.
Conclusions:
- HbA1c is a well-established, reliable biomarker for diabetes care due to its prognostic and diagnostic value.
- While generally reliable, alternative tests like fructosamine or glycated albumin are useful in specific clinical situations.
- Continuous glucose monitoring is emerging but lacks extensive long-term evidence for routine use.
Abstract:
The discovery that HbA1c was a valid and reliable measure of average glucose exposure was one of the most important advances in diabetes care. HbA1c was rapidly adopted for monitoring glucose control and is now recommended for the diagnosis of diabetes. HbA1c has several advantages over glucose. Glucose assessment requires fasting, has poor preanalytic stability, and is not standardized; concentrations are acutely altered by a number of factors; and measurement can vary depending on sample type (e.g., plasma or whole blood) and source (e.g., capillary, venous, interstitial). HbA1c does not require fasting, reflects chronic exposure to glucose over the past 2-3 months, and has low within-person variability, and assays are well standardized. One reason HbA1c is widely accepted as a prognostic and diagnostic biomarker is that epidemiologic studies have demonstrated robust links between HbA1c and complications, with stronger associations than those observed for usual measures of glucose. Clinical trials have also demonstrated that lowering HbA1c slows or prevents the development of microvascular disease. As with all laboratory tests, there are some clinical situations in which HbA1c is unreliable (e.g., certain hemoglobin variants, alterations in red blood cell turnover). Recent studies demonstrate that fructosamine and glycated albumin may be substituted as measures of hyperglycemia in these settings. Other approaches to monitoring glucose have recently been introduced, including continuous glucose monitoring, although this technology relies on interstitial glucose and epidemiologic evidence supporting its routine use has not yet been established for most clinical settings. In summary, a large body of epidemiologic evidence has convincingly established HbA1c as a cornerstone of modern diabetes care.
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