SynthesisJAMA network open2022
Use of Cardiopulmonary Exercise Testing to Evaluate Long COVID-19 Symptoms in Adults: A Systematic Review and Meta-analysis.
Synthesis in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05961462 (Effects of Exercise Training on Patients With Long COVID-19, a Single-center, Randomized, Controlled Study), which is not on this map. Cited by 113 papers, 2 of them syntheses 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.
Effects of Exercise Training on Patients With Long COVID-19, a Single-center, Randomized, Controlled Study
Who cites it
113 citing papers in PubMed, 2 syntheses or guidelines pooled it, 176 citations in OpenAlex.
- Cardiopulmonary crosstalk in Long COVID: a systematic review of emerging evidence.BMC cardiovascular disorders · 2025Pooled it
- Brazilian Guideline for Exercise Test in the Adult Population - 2024.Arquivos brasileiros de cardiologia · 2024Guideline
- Immunological effects of supervised exercise in long COVID in adults: A secondary analysis of a randomized crossover trial.Physiological reports · 2026Trial
- Losartan and prednisolone for post-COVID syndrome and cardiac inflammation: a randomized, double-blind, placebo-controlled trial.Nature communications · 2026Trial
- A Standardised Exercise Protocol to Induce Oxidative Stress in Humans: Validation with a Dietary Polyphenol Intervention.Nutrients · 2025Trial
- Light at the end of the tunnel? Follow-up of cardiopulmonary function in children with post-COVID-19.European journal of pediatrics · 2025Trial
- Telerehabilitation improves cardiorespiratory and muscular fitness and body composition in older people with post-COVID-19 syndrome.Journal of cachexia, sarcopenia and muscle · 2024Trial
- Cardiopulmonary function in paediatric post-COVID-19: a controlled clinical trial.European journal of pediatrics · 2024Trial
- Effects of a concurrent training, respiratory muscle exercise, and self-management recommendations on recovery from post-COVID-19 conditions: the RECOVE trial.Journal of applied physiology (Bethesda, Md. : 1985) · 2023Trial
- Persistent endothelial dysfunction is associated with exercise intolerance in adults despite preserved myocardial work 3 years after SARS-CoV-2 infection.Physiological reports · 2026Article
- Comparisons between anosmia and ageusia with neurological symptoms and cardiorespiratory fitness among post-COVID-19 individuals: a cross-sectional study.Acta neurologica Belgica · 2026Article
- Multi-organ structural and functional deficits in association with long COVID: a population-based case-control study.EClinicalMedicine · 2026Article
- Sustained Reduction in Cardiopulmonary Fitness in Long COVID: A Report from the RECOVER-adult Cohort Study.JACC. Advances · 2026Article
- Predictive threshold value of peak exercise systolic blood pressure for carotid atherosclerosis among the healthy middle-aged population in China.Preventive medicine reports · 2026Article
- Symptom burden, lung function, exercise tolerance and inflammation in patients post COVID-19: results from the prospective COVID-19 Chronic Morbidity (CCHROMO) study.BMC pulmonary medicine · 2026Article
- Dysautonomia in Long COVID: Why Sex Differences Matter in Cardiovascular Risk Assessment.Clinical medicine & research · 2026Article
- Cardiopulmonary Exercise Testing Reveals Functional Limitations and Work Disability in Severe Post-COVID-19 and ME/CFS Patients.Sports medicine - open · 2026Article
- Impaired peripheral oxygen delivery during submaximal exercise in adults with long COVID.Physiological reports · 2026Article
- Personalized Exercise Training Modulates Red Blood Cell Rheology and Morphology in Long COVID.International journal of molecular sciences · 2026Article
- Dysautonomia in Long COVID is Prevalent and Could Explain the Frequency of Symptoms.Clinical medicine & research · 2026Article
53 more citing papers are in PubMed but not listed here.
Corrections and comments
- Update of
Authors and funding
10 authors at 3 institutions in 1 country.
Funding
Abstract
Importance: Reduced exercise capacity is commonly reported among individuals with COVID-19 symptoms more than 3 months after SARS-CoV-2 infection (long COVID-19 [LC]). Cardiopulmonary exercise testing (CPET) is the criterion standard to measure exercise capacity and identify patterns of exertional intolerance. Objectives: To estimate the difference in exercise capacity among individuals with and without LC symptoms and characterize physiological patterns of limitations to elucidate possible mechanisms of LC. Data Sources: A search of PubMed, EMBASE, Web of Science, preprint servers, conference abstracts, and cited references was performed on December 20, 2021, and again on May 24, 2022. A preprint search of medrxiv.org, biorxiv.org, and researchsquare.com was performed on June 9, 2022. Study Selection: Studies of adults with SARS-CoV-2 infection more than 3 months earlier that included CPET-measured peak oxygen consumption (V̇o2) were screened independently by 2 blinded reviewers; 72 (2%) were selected for full-text review, and 35 (1%) met the inclusion criteria. An additional 3 studies were identified from preprint servers. Data Extraction and Synthesis: Data extraction was performed by 2 independent reviewers according to the PRISMA reporting guideline. Data were pooled using random-effects models. Main Outcomes and Measures: Difference in peak V̇o2 (in mL/kg/min) among individuals with and without persistent COVID-19 symptoms more than 3 months after SARS-CoV-2 infection. Results: A total of 38 studies were identified that performed CPET on 2160 individuals 3 to 18 months after SARS-CoV-2 infection, including 1228 with symptoms consistent with LC. Most studies were case series of individuals with LC or cross-sectional assessments within posthospitalization cohorts. Based on a meta-analysis of 9 studies including 464 individuals with LC symptoms and 359 without symptoms, the mean peak V̇o2 was -4.9 (95% CI, -6.4 to -3.4) mL/kg/min among those with symptoms with a low degree of certainty. Deconditioning and peripheral limitations (abnormal oxygen extraction) were common, but dysfunctional breathing and chronotropic incompetence were also described. The existing literature was limited by small sample sizes, selection bias, confounding, and varying symptom definitions and CPET interpretations, resulting in high risk of bias and heterogeneity. Conclusions and Relevance: The findings of this systematic review and meta-analysis study suggest that exercise capacity was reduced more than 3 months after SARS-CoV-2 infection among individuals with symptoms consistent with LC compared with individuals without LC symptoms, with low confidence. Potential mechanisms for exertional intolerance other than deconditioning include altered autonomic function (eg, chronotropic incompetence, dysfunctional breathing), endothelial dysfunction, and muscular or mitochondrial pathology.
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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.