Evidence map›Paper›PMID 38960702›Full record

ArticleAmerican journal of epidemiology2025

Joint associations of diet and physical activity with incident type 2 diabetes and hypertension: an analysis of 144 288 UK Biobank participants.

Elif Inan-Eroglu, Matthew Ahmadi, Amanda Sainsbury, Michael Leitzmann, Kamlesh Khunti, Thomas Yates, Emmanuel Stamatakis

Abstract read
In one paragraph

Article in American journal of epidemiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Article
  2. Association of subjective and objective physical activity with home hypertension.Hypertension research : official journal of the Japanese Society of Hypertension · 2026
    Article
  3. Article
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

7 authors.

Elif Inan-ErogluMackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, NSW 2006, Australia.
Matthew AhmadiMackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, NSW 2006, Australia.ORCID 0000-0002-3115-338X
Amanda SainsburyThe University of Western Australia, School of Human Sciences, Perth, Western Australia 6009, Australia.
Michael LeitzmannDepartment of Epidemiology and Preventive Medicine, University of Regensburg, 93053 Regensburg, Germany.
Kamlesh KhuntiDiabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester LE5 4PW, United Kingdom.
Thomas YatesDiabetes Research Centre, University of Leicester, Leicester General Hospital, Leicester LE5 4PW, United Kingdom.
Emmanuel StamatakisMackenzie Wearables Research Hub, Charles Perkins Centre, The University of Sydney, NSW 2006, Australia.

Funding

National Health and Medical Research Council Investigator APP1194510
6 · The paper itself

Abstract

Studies examining the joint associations of lifestyle exposures can reveal novel synergistic and joint effects, but no study has examined the joint association of diet and physical activity (PA) with type 2 diabetes (T2D) and hypertension. The aim of this study is to examine the joint associations of PA and diet with incidence of type T2D and hypertension, as a combined outcome and separately in a large sample of adults in the United Kingdom. This prospective cohort study included 144 288 UK Biobank participants aged 40-69. Moderate to vigorous PA (MVPA) was measured using the International Physical Activity Questionnaire and a wrist accelerometer. We categorized PA and diet indicators (diet quality score [DQS] and energy intake [EI]) based on tertiles and derived joint PA and diet variables. Outcome was major cardiometabolic disease incidence (combination of T2D and hypertension). A total of 14 003 (7.1%) participants developed T2D, 28 075 (19.2%) developed hypertension, and 30 529 (21.2%) developed T2D or hypertension over a mean follow-up of 10.9 (3.7) years. Participants with middle and high self-reported MVPA levels had lower risk of major cardiometabolic disease regardless of diet (eg, among high DQS group, hazard ratios [HRs] in middle and high MVPA group were 0.90; 95% CI, 0.86-0.94), and 0.88 (95% CI, 0.84-0.92), respectively. Participants with jointly high device-measured MVPA and high DQS levels had lower major cardiometabolic disease risk (HR, 0.84; 95% CI, 0.71-0.99). The equivalent joint device-measured MVPA and EI exposure analyses showed no clear pattern of associations with the outcomes. Higher PA is an important component in cardiometabolic disease prevention across all diet quality and total EI groups. The observed lack of association between diet health outcomes may stem from a lower DQS.

Indexed as

Diabetes Mellitus, Type 2DietExerciseHypertensionAdultAgedBiological Specimen BanksFemaleHumansIncidenceMaleMiddle AgedProspective StudiesUK BiobankUnited Kingdomaccelerometercardiometabolicdiethypertensionlifestyle risk factorsmetabolicphysical activitytype 2 diabeteswearable sensors

Identifiers

PMID38960702
PMCPMC12055457

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Registered trials

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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.