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Predictors of hypoglycemia avoidance in a randomized controlled rtCGM trial (HypoDE)
Hermanns, Norbert; Heinemann, Lutz; Freckmann, Guido; u. a. (2018): Predictors of hypoglycemia avoidance in a randomized controlled rtCGM trial (HypoDE), in: Diabetes, Alexandria, Va: American Diabetes Association, Jg. 67, Nr. Suppl. 1, S. A79 (298-OR), doi: 10.2337/db18-298-OR.
Faculty/Chair:
Author:
Title of the Journal:
Diabetes
ISSN:
0012-1797
Corporate Body:
American Diabetes Association
Publisher Information:
Year of publication:
2018
Volume:
67
Issue:
Suppl. 1
Pages:
Language:
English
Remark:
Abstract:
The HypoDE study, a randomized multi-center trial, showed that rtCGM use reduces the number of low glucose events (<55 mg/dl for at least 20 minutes) per 28 days from 10.4 to 3.4 events compared to SMBG (13.5 to 13.2 events) in MDI-treated type 1 diabetic patients with hypoglycemia problems. In this post-hoc analysis, we analyzed which baseline variables predict successful reduction of low glucose events. The criterion was a reduction to 0 events or by 50% from baseline. In a block-wise, multivariate logistic regression, demographic and medical variables, patient-reported-outcomes, biochemical hypoglycemia at baseline (based on 4-week masked rtCGM use), hours per day in time in range and hyperglycemia, and use of rtCGM were used as predictors. Model fit of the block-wise regression suggests that none of the baseline characteristics did predict hypoglycemia avoidance. However, entering use of rtCGM led to a rise of Nagelkerke´s R² from 0.061 to 0.331. This indicates that rtCGM use was the most important predictor for hypoglycemia avoidance. In the CGM Group, 76.1% of the patients compared to 26.3% in the Control group could avoid hypoglycemic events (Odds ratio 9.8, 95% CI 4.2 to 23.0). This suggests that rtCGM use is effective in patients with type 1 diabetes and hypoglycemia problems regardless of diabetes duration, glycemic control, severity of hypoglycemia problems, and exposure to biochemical hypoglycemia at baseline.
The HypoDE study, a randomized multi-center trial, showed that rtCGM use reduces the number of low glucose events (<55 mg/dl for at least 20 minutes) per 28 days from 10.4 to 3.4 events compared to SMBG (13.5 to 13.2 events) in MDI-treated type 1 diabetic patients with hypoglycemia problems. In this post-hoc analysis, we analyzed which baseline variables predict successful reduction of low glucose events. The criterion was a reduction to 0 events or by 50% from baseline. In a block-wise, multivariate logistic regression, demographic and medical variables, patient-reported-outcomes, biochemical hypoglycemia at baseline (based on 4-week masked rtCGM use), hours per day in time in range and hyperglycemia, and use of rtCGM were used as predictors. Model fit of the block-wise regression suggests that none of the baseline characteristics did predict hypoglycemia avoidance. However, entering use of rtCGM led to a rise of Nagelkerke´s R² from 0.061 to 0.331. This indicates that rtCGM use was the most important predictor for hypoglycemia avoidance. In the CGM Group, 76.1% of the patients compared to 26.3% in the Control group could avoid hypoglycemic events (Odds ratio 9.8, 95% CI 4.2 to 23.0). This suggests that rtCGM use is effective in patients with type 1 diabetes and hypoglycemia problems regardless of diabetes duration, glycemic control, severity of hypoglycemia problems, and exposure to biochemical hypoglycemia at baseline.
DOI:
Peer Reviewed:
Yes:
International Distribution:
Yes:
Type:
Article
Activation date:
January 15, 2020
Permalink
https://fis.uni-bamberg.de/handle/uniba/47027