A cardiopulmonary exercise testing score for predicting outcomes in patients with heart failure
Abstract
Objective The aim of this study is to evaluate the predictive accuracy of a cardiopulmonary exercise test (CPX) score.Background Cardiopulmonary exercise test responses, including peak VO(2), markers of ventilatory inefficiency (eg, the VE/VCO(2) slope and oxygen uptake efficiency slope [OUES]), and hemodynamic responses, such as heart rate recovery (HRR) and chronotropic incompetence (CRI) are strong predictors of outcomes in patients with heart failure (HF). However, there is a need for simplified approaches that integrate the additive prognostic information from CPX.Methods At 4 institutions, 710 patients with HF (568 male/142 female, mean age 56 +/- 13 years, resting left ventricular ejection fraction 33 +/- 14%) underwent CPX and were followed for cardiac-related mortality and separately for major cardiac events (death, hospitalization for HF, transplantation, left ventricular assist device implantation) for a mean of 29 +/- 25 months. The age-adjusted prognostic power of peak VO(2), VE/VCO(2) slope, OUES (VO(2) = a log(10)VE + b), resting end-tidal carbon dioxide pressure (PetCO(2)), HRR, and CRI were determined using Cox proportional hazards analysis, optimal cutpoints were determined, the variables were weighted, and a multivariate score was derived.Results There were 175 composite outcomes. The VE/VCO(2) slope (> or =34) was the strongest predictor of risk and was attributed a relative weight of 7, with weighted scores for abnormal HRR (< or =6 beats at 1 minute), OUES (>1.4), PetCO(2) (<33 mm Hg), and peak VO(2) (< or =14 mL kg(-1) min(-1)) having scores of 5, 3, 3, and 2, respectively. Chronotropic incompetence was not a significant predictor and was excluded from the score. A summed score >15 was associated with an annual mortality rate of 27% and a relative risk of 7.6, whereas a score <5 was associated with a mortality rate of 0.4%. The composite score was the most accurate predictor of cardiovascular events among all CPX responses considered (concordance indexes 0.77 for mortality and 0.75 for composite outcome composed of mortality, transplantation, left ventricular assist device implantation, and HF-related hospitalization). The summed score remained significantly associated with increased risk after adjusting for age, gender, body mass index, ejection fraction, and cardiomyopathy type.Conclusion A multivariable score based on readily available CPX responses provides a simple and integrated method that powerfully predicts outcomes in patients with HF.
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Observational studies have shown that even a 1 mL/kg/min increase in peak oxygen uptake has been associated with a substantial impact on survival and incidence of fatal and non-fatal coronary heart disease.
“Observational studies have shown that even a 1 mL/kg/min increase in peak oxygen uptake has been associated with a substantial impact on survival23 38 39 40 and incidence of fatal and non-fatal coronary heart disease.41”
From Effect of exercise training for five years on all cause mortality in older adults—the Generation 100 study: randomised controlled trial (2020) · cites this paper as [38]
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References 44 · Cited by 204
- Authors
- Myers, J., Arena, R., Dewey, F., Bensimhon, D., Abella, J., Hsu, L., Chase, P., Guazzi, M., & Peberdy, M. A.
- Affiliations
- VA Palo Alto Health Care System (US)
- Virginia Commonwealth University (US)
- Stanford University (US)
- University of Milan (IT)
- Venue
- American Heart Journal
- Publisher
- Elsevier BV
- Published
- 2008-12
- Volume
- 156
- Issue
- 6
- Pages
- 1177-1183
- ISSN
- 0002-8703 (ISSN-L)
- OpenAlex
- W2139034829
- Cited by
- 204
- References
- 44
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 12 · 2023: 9 · 2022: 11 · 2021: 10 · 2020: 6 · 2019: 12 · 2018: 8 · 2017: 9 · 2016: 14 · 2015: 12 · 2014: 12 · 2013: 14 · 2012: 15
- FWCI
- 46.85
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- American Heart Journal (publishedVersion)
- PubMed (publishedVersion)
- Funders
- U.S. Department of Veterans Affairs (IK6 RX002477)
- Topics
- Health Sciences › Medicine › Complementary and alternative medicine › Cardiovascular and exercise physiology
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Keywords
- heart failure, cardiopulmonary exercise testing, prognostic score, VE/VCO2 slope, oxygen uptake efficiency slope, peak oxygen uptake, heart rate recovery, chronotropic incompetence, end-tidal carbon dioxide, cardiovascular mortality, heart failure hospitalization, left ventricular assist device, heart transplantation, risk stratification, exercise capacity, ventilatory inefficiency, exercise hemodynamics
- MeSH terms
- Aged, Carbon Dioxide, Electrocardiography, Exercise Test, Female, Follow-Up Studies, Heart Failure, Heart Rate, Heart-Assist Devices, Hemodynamics, Hospitalization, Humans, Male, Middle Aged, Oxygen, Prognosis, Multivariate Analysis, Proportional Hazards Models, Heart Transplantation, Outcome Assessment, Health Care, Myocardial Ischemia, Ventricular Dysfunction, Left
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