ArticleDiabetes care2023
Quantifying the Relationship Between Physical Activity Energy Expenditure and Incident Type 2 Diabetes: A Prospective Cohort Study of Device-Measured Activity in 90,096 Adults.
Article in Diabetes care, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed.
- Endurance exercise intervention reduces vegetable intake which compromises the achievement of glycemic benefit: a randomized controlled, three-period crossover trial.Nutrition & diabetes · 2026Trial
- Age-Specific Associations of Moderate-to-Vigorous Physical Activity With Relative and Absolute Risk of Type 2 Diabetes in UK Biobank Participants.Diabetes, obesity & metabolism · 2026Article
- Leisure-Time Physical Activity on Age-Modelled Trajectories of Body Mass Index and Obesity Risk Throughout Life: Multivariable Regression and Mendelian Randomization Analyses Using Electronic Health Record Data From the CORDELIA-Catalunya Study.Diabetes, obesity & metabolism · 2026Article
- Compositional analyses of accelerometer-measured 24-h movement behaviors among adults with normoglycemia, pre-diabetes phenotypes, and diabetes: a population-based study.International journal of obesity (2005) · 2026Article
- Engaging people with lived experience to co-design a community-led physical activity and diabetes prevention intervention for people experiencing homelessness.Frontiers in sports and active living · 2026Article
- Changes in physical activity and diabetes risk after cancer diagnosis: a nationwide cohort study.Journal of cancer survivorship : research and practice · 2025Article
- The impact of exercise on skeletal muscle proteome of prediabetic subjects analyzed with data independent mass spectrometry.Scientific reports · 2025Article
- Improving postprandial hyperglycemia in prediabetic, sedentary office workers with immediately post-lunch, intermediate-intensity exercise: a comprehensive evaluation using a physical activity tracker, a dietary management application, and continuous glucose monitoring.Diabetology international · 2025Article
- Combined associations of physical activity, diet quality and their trajectories with incidence of diabetes and cardiovascular diseases in the EPIC-Norfolk Study.Scientific reports · 2025Article
- Muscle Strength, Genetic Risk, and Type 2 Diabetes Among Individuals of South Asian Ancestry: A UK Biobank Study.Journal of diabetes · 2025Article
- The mediation effect of liver and anthropometric indices on the relationship between incidence of diabetes and physical activity: results of 5-year follow up azar cohort study.BMC public health · 2024Article
- Composite activity type and stride-specific energy expenditure estimation model for thigh-worn accelerometry.The international journal of behavioral nutrition and physical activity · 2024Article
- Association between exercise habits and incident type 2 diabetes mellitus in patients with thyroid cancer: nationwide population-based study.BMC medicine · 2024Observational
- The effect of health quotient and time management skills on self-management behavior and glycemic control among individuals with type 2 diabetes mellitus.Frontiers in public health · 2024Article
- Studying and learning.Journal of diabetes · 2023Article
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Abstract
objectiveTo investigate the association between accelerometer-derived physical activity energy expenditure (PAEE) and incident type 2 diabetes (T2D) in a cohort of middle-aged adults and within subgroups. RESEARCH DESIGN AND
methodsData were from 90,096 UK Biobank participants without prevalent diabetes (mean 62 years of age; 57% women) who wore a wrist accelerometer for 7 days. PAEE was derived from wrist acceleration using a population-specific method validated against doubly labeled water. Logistic regressions were used to assess associations between PAEE, its underlying intensity, and incident T2D, ascertained using hospital episode and mortality data up to November 2020. Models were progressively adjusted for demographic, lifestyle factors, and BMI.
resultsThe association between PAEE and T2D was approximately linear (n = 2,018 events). We observed 19% (95% CI 17-21) lower odds of T2D per 5 kJ · kg-1 · day-1 in PAEE without adjustment for BMI and 11% (9-13) with BMI adjustment. The association was stronger in men than women and weaker in those with obesity and higher genetic susceptibility to obesity. There was no evidence of effect modification by genetic susceptibility to T2D or insulin resistance. For a given level of PAEE, odds of T2D were lower among those engaging in more moderate-to-vigorous activity.
conclusionsThere was a strong linear relationship between PAEE and incident T2D. A difference in PAEE equivalent to an additional daily 20-min brisk walk was associated with 19% lower odds of T2D. The association was broadly similar across population subgroups, supporting physical activity for diabetes prevention in the whole population.
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