Evidence map›Paper›PMID 37226202›Full record

ArticleBMC medicine2023

Dose-response relationship between device-measured physical activity and incident type 2 diabetes: findings from the UK Biobank prospective cohort study.

Jirapitcha Boonpor, Solange Parra-Soto, Fanny Petermann-Rocha, Nathan Lynskey, Verónica Cabanas-Sánchez, Naveed Sattar, Jason M R Gill, Paul Welsh, Jill P Pell, Stuart R Gray and 2 more

Abstract read
In one paragraph

Article in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
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  6. Health profiles and lifestyles of those with cardiomyopathyThe British journal of cardiology · 2026
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  13. Accelerometer-derived physical activity patterns and incident type 2 diabetes: a prospective cohort study.The international journal of behavioral nutrition and physical activity · 2025
    Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Jirapitcha BoonporSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Solange Parra-SotoSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Fanny Petermann-RochaSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Nathan LynskeySchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Verónica Cabanas-SánchezSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Naveed SattarSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Jason M R GillSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Paul WelshSchool of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Jill P PellSchool of Health and Wellbeing, University of Glasgow, Glasgow, UK.
Stuart R Gray *School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK.
Frederick K Ho *School of Health and Wellbeing, University of Glasgow, Glasgow, UK.
Carlos Celis-Morales *School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK. Carlos.Celis@glasgow.ac.uk.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMost studies investigating the association between physical activity (PA) and the risk of type 2 diabetes are derived from self-reported questionnaires, with limited evidence using device-based measurements. Therefore, this study aimed to investigate the dose-response relationship between device-measured PA and incident type 2 diabetes.

methodsThis prospective cohort study included 40,431 participants of the UK Biobank. Wrist-worn accelerometers were used to estimate total, light, moderate, vigorous and moderate-to-vigorous PA. The associations between PA and incident type 2 diabetes were analysed using Cox-proportional hazard models. The mediating role of body mass index (BMI) was tested under a causal counterfactual framework.

resultsThe median follow-up period was 6.3 years (IQR: 5.7-6.8), with 591 participants developing type 2 diabetes. Compared to those achieving < 150 min/week of moderate PA, people achieving 150-300, 300-600 and > 600 min/week were at 49% (95% CI 62-32%), 62% (95% CI 71-50%) and 71% (95% CI 80-59%) lower risk of type 2 diabetes, respectively. For vigorous PA, compared to those achieving < 25 min/week, individuals achieving 25-50, 50-75 and > 75 min/week were at 38% (95% CI 48-33%), 48% (95% CI 64-23%) and 64% (95% CI 78-42%) lower type 2 diabetes risk, respectively. Twelve per cent and 20% of the associations between vigorous and moderate PA and type 2 diabetes were mediated by lower BMI, respectively.

conclusionsPA has clear dose-response relationship with a lower risk of type 2 diabetes. Our findings support the current aerobic PA recommendations but suggest that additional PA beyond the recommendations is associated with even greater risk reduction.

trial registrationThe UK Biobank study was approved by the North West Multi-Centre Research Ethics Committee (Ref 11/NW/0382 on June 17, 2011).

Indexed as

Biological Specimen BanksDiabetes Mellitus, Type 2ExerciseHumansProspective StudiesUnited KingdomAccelerometerObesityPhysical activityType 2 diabetes mellitus

Identifiers

PMID37226202
PMCPMC10210409

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.