ArticleGenome medicine2021
The genetic case for cardiorespiratory fitness as a clinical vital sign and the routine prescription of physical activity in healthcare.
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.
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.
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.
Cardiopulmonary Fitness and Health-Related Quality of Life in Children and Adolescents With Type 1 Diabetes: The Prospective Multicenter Controlled FIT-T1D Study
Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 citations in OpenAlex.
- Multi-ancestry genome-wide association study of serum creatine kinase implicates myopathy genes and muscle pathways.EBioMedicine · 2026Pooled it
- 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
- Joint non-linear dose-response associations of device-measured physical activity and cardiorespiratory fitness with cardiovascular disease: a cohort and Mendelian randomisation study.British journal of sports medicine · 2026Article
- Nonexercise prediction equation for oxygen uptake at anaerobic threshold in Chinese patients with cardiovascular disease.European journal of applied physiology · 2026Article
- The causality between physical activity and gestational diabetes mellitus: a Mendelian randomization study.Molecular genetics and genomics : MGG · 2026Article
- Observational
- Evaluation of Genetics in the Association Between Cardiorespiratory Fitness and Health: Insights from a Genome-Wide Polygenic Score for Cardiorespiratory Fitness in the FinnGen and HUNT cohorts.Scandinavian journal of medicine & science in sports · 2026Article
- Article
- Cardiorespiratory fitness in working adults undergoing rehabilitation: the role of lifestyle and body composition- a cross-sectional study.Frontiers in physiology · 2026Article
- Efficacy of reduced exertion high intensity interval training to modify cardiovascular disease-related risk factors-a narrative review.Frontiers in rehabilitation sciences · 2026Review
- Screen time and cardiorespiratory fitness in school-aged children: a sex-specific association independent of physical activity-evidence from Croatia.Frontiers in public health · 2026Article
- Exercise benefits in metabolism on cardiovascular disease.Frontiers in cardiovascular medicine · 2026Review
- Integrative multi-omics uncovers skeletal muscle enhancer programming of cardiorespiratory fitness.bioRxiv : the preprint server for biology · 2025Article
- Shared genetic architecture of posttraumatic stress disorder with cardiovascular imaging, risk, and diagnoses.Nature communications · 2025Article
- Causality of genetically determined gut microbiota on lung cancer: a Mendelian randomization study.Journal of thoracic disease · 2025Article
- Plasma proteomic signatures for type 2 diabetes and related traits in the UK Biobank cohort.Diabetes research and clinical practice · 2025Article
- The MDM2 SNP309 differentially impacts cardiorespiratory fitness in young healthy women and men.European journal of applied physiology · 2025Article
- Cardiorespiratory Fitness, Body Composition, Diabetes, and Longevity: A 2-Sample Mendelian Randomization Study.The Journal of clinical endocrinology and metabolism · 2025Article
- Article
- Common-variant and rare-variant genetic architecture of heart failure across the allele-frequency spectrum.Nature genetics · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 3 institutions in 1 country.
Funding
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
Identifiers
What OpenQuestion holds
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.