Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Meta-Analysis
. 2022 Oct 3;5(10):e2236057.
doi: 10.1001/jamanetworkopen.2022.36057.

Use of Cardiopulmonary Exercise Testing to Evaluate Long COVID-19 Symptoms in Adults: A Systematic Review and Meta-analysis

Affiliations
Meta-Analysis

Use of Cardiopulmonary Exercise Testing to Evaluate Long COVID-19 Symptoms in Adults: A Systematic Review and Meta-analysis

Matthew S Durstenfeld et al. JAMA Netw Open. .

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.

PubMed Disclaimer

Conflict of interest statement

Conflict of Interest Disclosures: Dr Beatty reported receiving a salary in 2018 and 2019 and stock from 2019 to 2021 from Apple Inc and receiving grants from the National Heart, Lung, and Blood Institute (NHLBI) outside the submitted work. Dr Hsue reported receiving honoraria from Gilead Sciences Inc and Merck & Co Inc and receiving grants from Novartis AG outside the submitted work. No other disclosures were reported.

Figures

Figure 1.
Figure 1.. Study Screening Diagram
Among 3523 references identified through our primary searches, we identified 72 studies for full-text review, of which 35 met the inclusion criteria. We additionally screened 3509 preprints and identified 7 for full-text review, resulting in a total of 38 studies included. CPET indicates cardiopulmonary exercise testing.
Figure 2.
Figure 2.. Meta-analysis of Peak Oxygen Consumption (V̇o2) Among Studies Comparing Patients With and Without Long COVID-19 (LC) Symptoms
By random-effects meta-analysis of 9 studies that included 464 individuals with LC symptoms and 359 individuals without LC symptoms (as defined by each study), the mean difference in peak V̇o2 was −4.9 (95% CI, −6.4 to −3.4) mL/kg/min.

Update of

References

    1. Groff D, Sun A, Ssentongo AE, et al. . Short-term and long-term rates of postacute sequelae of SARS-CoV-2 infection: a systematic review. JAMA Netw Open. 2021;4(10):e2128568. doi:10.1001/jamanetworkopen.2021.28568 - DOI - PMC - PubMed
    1. Hirschtick JL, Titus AR, Slocum E, et al. . Population-based estimates of post-acute sequelae of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection (PASC) prevalence and characteristics. Clin Infect Dis. 2021;73(11):2055-2064. doi:10.1093/cid/ciab408 - DOI - PMC - PubMed
    1. Taquet M, Dercon Q, Luciano S, Geddes JR, Husain M, Harrison PJ. Incidence, co-occurrence, and evolution of long-COVID features: a 6-month retrospective cohort study of 273 618 survivors of COVID-19. PLoS Med. 2021;18(9):e1003773. doi:10.1371/journal.pmed.1003773 - DOI - PMC - PubMed
    1. Office for National Statistics . Technical article: updated estimates of the prevalence of post-acute symptoms among people with coronavirus (COVID-19) in the UK: 26 April 2020 to 1 August 2021. September 16, 2021. Accessed April 29, 2022. https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/...
    1. Yomogida K, Zhu S, Rubino F, Figueroa W, Balanji N, Holman E. Post-acute sequelae of SARS-CoV-2 infection among adults aged ≥18 years—Long Beach, California, April 1-December 10, 2020. MMWR Morb Mortal Wkly Rep. 2021;70(37):1274-1277. doi:10.15585/mmwr.mm7037a2 - DOI - PMC - PubMed

Publication types