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Published on: June 11, 2012
Predictors of change in hypoglycemia unawareness among patients with type 1 diabetes
Jared Melnychuk1, Kathleen Wyne2, Kathleen Dungan2
1The Ohio State University College of Medicine, Columbus, Ohio, USA.
Insights
Hypoglycemia unawareness (HU) in type 1 diabetes is predicted by diabetes duration, gender, and kidney function. Improvement in HU is achievable, even in long-standing cases, warranting further investigation.
Area of Science:
- Endocrinology
- Nephrology
- Metabolic Disorders
Background:
- Hypoglycemia unawareness (HU) is a significant complication in type 1 diabetes (T1D), increasing the risk of severe hypoglycemia.
- Predictors of HU and the potential for improvement in clinical practice require further elucidation.
Purpose of the Study:
- To identify predictors of hypoglycemia unawareness (HU) in patients with type 1 diabetes (T1D).
- To analyze factors associated with improvement in the Clarke score, a measure of HU, in a clinical setting.
Main Methods:
- Retrospective analysis of 300 T1D patients from an academic clinic who completed HU surveys.
- Assessment of HU (Clarke score ≥4) and score improvement (≥1 or ≥2 points) using univariable and multivariable logistic regression.
Main Results:
- Male gender, longer diabetes duration, and reduced estimated glomerular filtration rate (eGFR <60 ml/min/1.73 m²) were independent predictors of baseline HU.
- Continuous glucose monitoring use and longer diabetes duration predicted a 1-point improvement in Clarke score.
- Reduced eGFR and attending an education visit predicted a 2-point improvement in Clarke score.
Conclusions:
- Diabetes duration, gender, and eGFR are key independent predictors of HU in T1D.
- Improvements in HU, as measured by the Clarke score, are attainable in patients with long-standing T1D.
- Further research is needed to optimize HU management strategies in T1D.
Aims:
To analyse predictors of hypoglycemia unawareness (HU) and improvement in Clarke score in clinical practice.
Materials And Methods:
We retrospectively identified patients with type 1 diabetes (T1D) at an academic T1D clinic who completed HU surveys 6-12 months apart. HU (Clarke score ≥4) and improvement in Clarke score (decrease by ≥1 point or more clinically relevant ≥2 point) were assessed in univariable relationships and using multivariable logistic regression.
Results:
Of the 300 participants, median diabetes duration was 19 years, 47 had HU at baseline, and 91 had an improvement by 1 point while 21 had an improvement by 2 points. Patients with baseline Clarke score ≥4 who had ≥1 or ≥2 point improvement had lower filtration rate (eGFR) than those who did not. After adjustment for other variables, gender (male OR 0.33, 95% CI 0.15, 0.74), log diabetes duration (OR 6.40, 95% CI 2.84, 14.5), and eGFR <60 ml/min/1.73 m2 (5.56, 95% CI 1.98, 15.6) were independent predictors of baseline HU. Continuous glucose monitoring use (OR 2.04, 95% CI 1.20, 3.48) and log diabetes duration (OR 1.78, 95% CI 1.22, 2.60) were independent predictors of 1 point improvement and eGFR <60 ml/min/1.73 m2 (OR 10.5, 95% CI 3.64, 30.0) and an education visit (OR 2.64, 95% CI 1.01, 6.89) were independent predictors of 2 point improvement in Clarke score.
Conclusions:
Diabetes duration, gender, and eGFR were independent predictors of HU. Improvement in Clarke score is possible in patients with long-standing T1D, underscoring the need for additional study.
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