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Examining the relationship between HbA1c and diabetes risk models in a European population indicates a lower
Benjamin J Gray1, Richard M Bracken2, Daniel Turner2
1Policy, Research and International Development, Public Health Wales, Cardiff, UK Benjamin.Gray@wales.nhs.uk.
Insights
This study shows that rising HbA1c levels correlate with higher predicted type 2 diabetes risk scores across multiple assessment tools. High-risk categories consistently show elevated HbA1c, suggesting these tools reflect glycemic changes.
Area of Science:
- Endocrinology
- Cardiovascular Risk Assessment
- Public Health
Background:
- Glycated hemoglobin (HbA1c) is a key indicator of long-term glycemic control.
- Validated risk-assessment tools are used to predict type 2 diabetes risk.
- Understanding the relationship between HbA1c and these risk scores is crucial for early intervention.
Purpose of the Study:
- To investigate if changes in HbA1c values align with risk scores and categories from four established risk-assessment tools.
- To determine the association between HbA1c levels and predicted type 2 diabetes risk.
- To compare high-risk category HbA1c values with existing clinical recommendations.
Main Methods:
- Retrospective analysis of 651 UK individuals without prior cardiovascular disease or diabetes diagnoses.
- Assessment of correlations between HbA1c values and risk scores from QDiabetes, Leicester Risk Assessment, Finnish Diabetes Risk Score, and Cambridge Risk Score.
- Examination of HbA1c trends within different risk prediction categories.
Main Results:
- Significant positive correlations were found between HbA1c and predicted risk scores for all four tools (p < 0.01).
- HbA1c values demonstrated an increasing trend across risk prediction categories.
- Median HbA1c in 'high-risk' categories was ≥39 mmol/mol (5.7%), regardless of gender or tool used.
Conclusions:
- An association exists between increasing HbA1c levels and predicted type 2 diabetes risk.
- The 'high-risk' thresholds identified align more closely with lower American recommendations than UK guidelines.
- Risk-assessment tools appear to reflect glycemic changes indicated by HbA1c levels.
Abstract:
This study examined whether changes in HbA1c values are reflected in the risk scores and categories of four validated risk-assessment tools (QDiabetes, Leicester Risk Assessment, Finnish Diabetes Risk Score and Cambridge Risk Score). Retrospective analysis was performed on 651 individuals with no prior diagnosis of cardiovascular disease or diabetes who participated in a UK workplace-based risk-assessment initiative. There were significant positive correlations (p < 0.01) revealed between HbA1c values and predicted risk scores: QDiabetes (r = 0.362), Leicester Risk Assessment (r = 0.315), Finnish Diabetes Risk Score (r = 0.202) and Cambridge Risk Score (r = 0.335). HbA1c values increased within risk prediction categories, and at 'high-risk' categories, median HbA1c values were at least 39 mmol mol(-1) (5.7%) irrespective of gender or risk-assessment model. Overall, an association is present between increases in HbA1c scores and predicted risk of type 2 diabetes. Furthermore, the 'high-risk' median HbA1c values in each of the risk assessments are more akin to the lower American recommendations rather than those suggested by the UK expert group.
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