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.

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