Evidence map›Paper›PMID 34753499›Full record

ArticleGenome medicine2021

The genetic case for cardiorespiratory fitness as a clinical vital sign and the routine prescription of physical activity in healthcare.

Ken B Hanscombe, Elodie Persyn, Matthew Traylor, Kylie P Glanville, Mark Hamer, Jonathan R I Coleman, Cathryn M Lewis

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Genome medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07728435 (Cardiopulmonary Fitness and Health-Related Quality of Life in Children and Adolescents With Type 1 Diabetes), which is not on this map. Cited by 32 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed, 1 pooled it
5.9field-weighted citation impact, top 3% of its field
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.

NCT07728435 completednot on this mapstarted 2025, after this paper: background citation

Cardiopulmonary Fitness and Health-Related Quality of Life in Children and Adolescents With Type 1 Diabetes: The Prospective Multicenter Controlled FIT-T1D Study

TypeobservationalSponsorInstitut Saint PierreRan2025 to 2026Enrolled214ConditionsDiabete Type 1
3 · Its place in the literature

Who cites it

32 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 citations in OpenAlex.

  1. Pooled it
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  12. Exercise benefits in metabolism on cardiovascular disease.Frontiers in cardiovascular medicine · 2026
    Review
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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

7 authors at 3 institutions in 1 country.

Ken B HanscombeDepartment of Medical & Molecular Genetics, King's College London, London, UK. ken.b.hanscombe@kcl.ac.uk.ORCID 0000-0002-3715-6805
Elodie PersynDepartment of Medical & Molecular Genetics, King's College London, London, UK.
Matthew TraylorQueen Mary University of London, London, UK.
Kylie P GlanvilleSocial, Genetic and Developmental Psychiatry Centre, King's College London, London, UK.
Mark HamerInstitute of Sport Exercise & Health, Division of Surgery and Interventional Science, University College London, London, UK.
Jonathan R I ColemanSocial, Genetic and Developmental Psychiatry Centre, King's College London, London, UK.
Cathryn M LewisDepartment of Medical & Molecular Genetics, King's College London, London, UK.
King's College London · GBEnglish Institute of Sport · GBQueen Mary University of London · GB

Funding

British Heart Foundation CH/1996001/9454Department of HealthMedical Research Council MC_PC_17228Medical Research Council MC_QA137853Medical Research Council MR/N015746/1
6 · The paper itself

Abstract

backgroundCardiorespiratory fitness (CRF) and physical activity (PA) are well-established predictors of morbidity and all-cause mortality. However, CRF is not routinely measured and PA not routinely prescribed as part of standard healthcare. The American Heart Association (AHA) recently presented a scientific case for the inclusion of CRF as a clinical vital sign based on epidemiological and clinical observation. Here, we leverage genetic data in the UK Biobank (UKB) to strengthen the case for CRF as a vital sign and make a case for the prescription of PA.

methodsWe derived two CRF measures from the heart rate data collected during a submaximal cycle ramp test: CRF-vo2max, an estimate of the participants' maximum volume of oxygen uptake, per kilogram of body weight, per minute; and CRF-slope, an estimate of the rate of increase of heart rate during exercise. Average PA over a 7-day period was derived from a wrist-worn activity tracker. After quality control, 70,783 participants had data on the two derived CRF measures, and 89,683 had PA data. We performed genome-wide association study (GWAS) analyses by sex, and post-GWAS techniques to understand genetic architecture of the traits and prioritise functional genes for follow-up.

resultsWe found strong evidence that genetic variants associated with CRF and PA influenced genetic expression in a relatively small set of genes in the heart, artery, lung, skeletal muscle and adipose tissue. These functionally relevant genes were enriched among genes known to be associated with coronary artery disease (CAD), type 2 diabetes (T2D) and Alzheimer's disease (three of the top 10 causes of death in high-income countries) as well as Parkinson's disease, pulmonary fibrosis, and blood pressure, heart rate, and respiratory phenotypes. Genetic variation associated with lower CRF and PA was also correlated with several disease risk factors (including greater body mass index, body fat and multiple obesity phenotypes); a typical T2D profile (including higher insulin resistance, higher fasting glucose, impaired beta-cell function, hyperglycaemia, hypertriglyceridemia); increased risk for CAD and T2D; and a shorter lifespan.

conclusionsGenetics supports three decades of evidence for the inclusion of CRF as a clinical vital sign. Given the genetic, clinical and epidemiological evidence linking CRF and PA to increased morbidity and mortality, regular measurement of CRF as a marker of health and routine prescription of PA could be a prudent strategy to support public health.

Indexed as

Delivery of Health CareGenome-Wide Association StudyPrescriptionsAdipose TissueAlzheimer DiseaseBody Mass IndexBody WeightCardiorespiratory FitnessDiabetes Mellitus, Type 2ExerciseFemaleHumansInsulin ResistanceMaleObesityPhenotypeCardiorespiratory fitnessGeneticsGenome-wide associationPhysical activityUK Biobank

Identifiers

PMID34753499
PMCPMC8579601
OpenAlexW3212369186

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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.