Evidence map›Paper›PMID 40791770›Full record

ArticleBMJ medicine2025

Cardiorespiratory fitness in adolescence and risk of type 2 diabetes in late adulthood in one million Swedish men: nationwide sibling controlled cohort study.

Marcel Ballin, Viktor H Ahlqvist, Daniel Berglind, Mattias Brunström, Angel Herraiz-Adillo, Pontus Henriksson, Martin Neovius, Francisco B Ortega, Anna Nordström, Peter Nordström

Abstract read
In one paragraph

Article in BMJ medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Marcel BallinDepartment of Public Health and Caring Sciences, Clinical Geriatrics, Uppsala Universitet, Uppsala, Sweden.ORCID https://orcid.org/0000-0002-9638-7208
Viktor H AhlqvistDepartment of Public Health and Caring Sciences, Clinical Geriatrics, Uppsala Universitet, Uppsala, Sweden.
Daniel BerglindDepartment of Global Public Health, Karolinska Institutet, Stockholm, Sweden.ORCID https://orcid.org/0000-0003-0616-7779
Mattias BrunströmDepartment of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.ORCID https://orcid.org/0000-0002-7054-0905
Angel Herraiz-AdilloDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.
Pontus HenrikssonDepartment of Health, Medicine and Caring Sciences, Linköping University, Linköping, Sweden.ORCID https://orcid.org/0000-0003-2482-7048
Martin NeoviusDepartment of Medicine, Clinical Epidemiology Division, Karolinska Institutet, Stockholm, Sweden.
Francisco B OrtegaDepartment of Physical Education and Sports, Faculty of Sport Sciences, Sport and Health University Research Institute (iMUDS), University of Granada, Granada, Spain.ORCID https://orcid.org/0000-0003-2001-1121
Anna NordströmDepartment of Medical Sciences, Rehabilitation Medicine, Uppsala University, Uppsala, Sweden.
Peter NordströmDepartment of Public Health and Caring Sciences, Clinical Geriatrics, Uppsala Universitet, Uppsala, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To examine the association between adolescent cardiorespiratory fitness and risk of type 2 diabetes in late adulthood, including the potential influence of unobserved familial confounding on the association. Design: Nationwide sibling controlled cohort study. Setting: Swedish Military Service Conscription Register, Sweden, 1972-95, with Multi-Generation Register for identifying full siblings. National Patient Register and Prescribed Drug Register for data on diagnoses of type 2 diabetes, deaths from National Cause of Death Register, and Statistics Sweden for emigration and socioeconomic data. Participants: 1 124 049 Swedish men who participated in mandatory military conscription examinations with completed standardised cardiorespiratory fitness testing. Participants were followed up until 31 December 2023. Main outcome measures: Type 2 diabetes, defined as a composite endpoint of diagnosis in inpatient or specialist outpatient care and dispensation of antidiabetic drug treatment, until 31 December 2023. Results: 1 124 049 men, including 477 453 full siblings, with a mean age of 18.3 (standard deviation 0.7) years at baseline were included. During follow-up, 115 958 men (10.3%) and 48 089 full siblings (10.1%) had a first type 2 diabetes event at a median age of 53.4 (interquartile range 47.6-59.3) years. Cardiorespiratory fitness was categorised into deciles (referred to as groups, with group 1 being the lowest fitness level and group 10 the highest). In a cohort analysis, the adjusted hazard ratio in fitness group 2 versus fitness group 1 was 0.83 (95% confidence interval (CI) 0.81 to 0.85), with a difference in the standardised cumulative incidence at age 65 years of 4.3 (95% CI 3.8 to 4.8) percentage points, decreasing to a hazard ratio of 0.38 (0.36 to 0.39; incidence difference 17.8 (17.3 to 18.3) percentage points) in fitness group 10. When comparing full siblings, and thus controlling for all unobserved shared behavioural, environmental, and genetic confounders, the association was replicated, but with a reduction in magnitude. The hazard ratio in fitness group 2 was 0.89 (95% CI 0.85 to 0.94; incidence difference 2.3 (1.3 to 3.3) percentage points) and 0.53 (0.50 to 0.57; incidence difference 10.9 (9.7 to 12.1) percentage points) in fitness group 10. Hypothetically moving all participants in fitness group 1 to fitness group 2 was estimated to prevent 7.2% (95% CI 6.4% to 8.0%) of events at age 65 years in the cohort analysis versus 4.6% (2.6% to 6.5%) in the full sibling analysis, whereas hypothetically moving all participants to fitness group 10 was estimated to prevent 35.6% (34.1% to 37.0%) versus 24.3% (20.5 to 28.0) of events. Indications of effect modification by overweight status were found, where the association was smaller in those with overweight than in those without overweight, particularly in the full sibling analysis. Conclusions: The findings indicate that adolescent cardiorespiratory fitness could be important in the development of type 2 diabetes in late adulthood, but conventional observational analysis might give biased estimates of the magnitude of the effect.

Indexed as

Diabetes mellitusEndocrinologyEpidemiologyPreventive medicinePublic healthSports medicine

Identifiers

PMID40791770
PMCPMC12336507

What OpenQuestion holds

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LicenceCC BY-NC
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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.