24-Hour Movement Behavior Reallocations and Glycemic Variability in Adults With Type 1 Diabetes: A Longitudinal Isotemporal Substitution Analysis

Background: Glycemic variability (GV) is an important cardiometabolic risk marker in adults with type 1 diabetes (T1D). We estimated the effects of reallocating time among sleep, sedentary behavior, light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) on six GV outcomes in adults with T1D. Methods: This secondary analysis included 23 adults contributing 102 days with concurrent accelerometer-based activity monitoring and continuous glucose monitoring (CGM). Compositional rescaling was applied to ensure a 24-h in total. Isotemporal substitution models with linear mixed-effects regression were used to estimate associations of 30-min reallocations among behaviors (e.g., from sleep to LPA) with GV outcomes, including standard deviation of glucose (SD), coefficient of variation (CV), large amplitude of glycemic excursions (LAGE), mean amplitude of glycemic excursions (MAGE), continuous overlapping net glycemic action with a 60-min lag (CONGA-60), and time in range (TIR), while adjusting for covariates. Results: Participants had a mean age of 32.6 years, BMI of 28.2 kg/m 2 , and diabetes duration of 16.3 years. Reallocating 0.5 hours from sleep to sedentary time, LPA, or MVPA significantly reduced CV (estimate range: −14.4 to −15.2, all p < 0.05) and TIR (estimate range: −3.6 to −3.6, all p < 0.01). Replacing sedentary time with LPA significantly reduced LAGE (estimate = −3.4, p = 0.035). No significant associations were found for SD, MAGE, or CONGA-60. Conclusion: These findings highlight that optimizing glycemic stability in adults with T1D requires a nuanced consideration of how reallocations between sleep, sedentary time, LPA, and MVPA differentially affect GV, TIR, and LAGE.

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Publication Details

Journal
Biological Research For Nursing
Published
2026-10-15
DOI
https://doi.org/10.1177/10998004261498949
Primary Topic
Diabetes Management and Research
Type
article
Field-Weighted Citation Impact
0.00

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article

24-Hour Movement Behavior Reallocations and Glycemic Variability in Adults With Type 1 Diabetes: A Longitudinal Isotemporal Substitution Analysis

Cynthia Fritschi, Ali Çınar, Lisa Kay Sharp, Pei Chen et al.
Biological Research For Nursing
Diabetes Management and Research
article

24-Hour Movement Behavior Reallocations and Glycemic Variability in Adults With Type 1 Diabetes: A Longitudinal Isotemporal Substitution Analysis

Cynthia Fritschi, Ali Çınar, Lisa Kay Sharp, Pei Chen, Minsun Park, Bingqian Zhu, Mia Cajita, Chang Park, Laurie Quinn
article en

Abstract

Background: Glycemic variability (GV) is an important cardiometabolic risk marker in adults with type 1 diabetes (T1D). We estimated the effects of reallocating time among sleep, sedentary behavior, light physical activity (LPA), and moderate-to-vigorous physical activity (MVPA) on six GV outcomes in adults with T1D. Methods: This secondary analysis included 23 adults contributing 102 days with concurrent accelerometer-based activity monitoring and continuous glucose monitoring (CGM). Compositional rescaling was applied to ensure a 24-h in total. Isotemporal substitution models with linear mixed-effects regression were used to estimate associations of 30-min reallocations among behaviors (e.g., from sleep to LPA) with GV outcomes, including standard deviation of glucose (SD), coefficient of variation (CV), large amplitude of glycemic excursions (LAGE), mean amplitude of glycemic excursions (MAGE), continuous overlapping net glycemic action with a 60-min lag (CONGA-60), and time in range (TIR), while adjusting for covariates. Results: Participants had a mean age of 32.6 years, BMI of 28.2 kg/m 2 , and diabetes duration of 16.3 years. Reallocating 0.5 hours from sleep to sedentary time, LPA, or MVPA significantly reduced CV (estimate range: −14.4 to −15.2, all p < 0.05) and TIR (estimate range: −3.6 to −3.6, all p < 0.01). Replacing sedentary time with LPA significantly reduced LAGE (estimate = −3.4, p = 0.035). No significant associations were found for SD, MAGE, or CONGA-60. Conclusion: These findings highlight that optimizing glycemic stability in adults with T1D requires a nuanced consideration of how reallocations between sleep, sedentary time, LPA, and MVPA differentially affect GV, TIR, and LAGE.

Biological Research For Nursing
Illinois Institute of Technology (US), Shanghai Jiao Tong University (CN), University of Illinois Chicago (US)
National Institutes of Health, University of Illinois at Chicago
Good health and well-being
Openalex Percentile: Top 11%
Diabetes Management and Research
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