Journal article
Glucose‐lowering effects of physical activity in type 1 diabetes: A causal modelling and matched‐pair analysis approach
- Abstract:
- Aims: To evaluate the acute glucose‐lowering effect of bouts of physical activity (PA) for hyperglycaemia in individuals with type 1 diabetes, using a within‐subject matched‐pairs causal design to approximate the control condition of no activity. Methods: Data comprised 1546 PA bouts of 10–30 min from 482 participants in the T1DEXI and T1DEXIP cohorts where glucose was >10 mmol/L. Each PA bout was matched [starting glucose, glucose rate of change, insulin on board (IOB) and glucose variability (CV)] to a matched non‐PA period within the same individual using a weighted k‐nearest neighbours algorithm (SMD <0.01). Primary outcome: Change in glucose from PA onset to 20 min post‐activity. Secondary outcomes: Predictors of glucose response and rate of hypoglycaemia incidence. Results: PA [median 23 min: IQR (20, 30)] led to a mean glucose change of −2.2 mmol/L (p < 0.001), compared with 0.3 mmol/L (p < 0.001) during matched non‐PA periods (mean difference: −1.9 mmol/L (p < 0.0001)). No significant differences by age, activity type or intensity were observed. The strongest predictors of PA‐induced glucose change were (in order) glucose rate of change, starting glucose, CV, duration and IOB. A heatmap using starting glucose and glucose rate of change was developed to guide real‐time decision‐making. PA‐induced hypoglycaemia risk was very low (<2%). Conclusion/Interpretation: Using PA to lower high glucose levels is an effective and safe strategy, and when guided by CGM, it can become a personalised tool for type 1 diabetes education.
- Publication status:
- Published
- Peer review status:
- Peer reviewed
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(Preview, Version of record, pdf, 1.5MB, Terms of use)
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- Publisher copy:
- 10.1111/dme.70146
Authors
+ Leona M. and Harry B. Helmsley Charitable Trust
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- Funder identifier:
- https://ror.org/011x6n313
- Publisher:
- Wiley
- Journal:
- Diabetic Medicine More from this journal
- Article number:
- e70146
- Publication date:
- 2025-10-08
- Acceptance date:
- 2025-09-19
- DOI:
- EISSN:
-
1464-5491
- ISSN:
-
0742-3071
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