Skip to main navigation Skip to search Skip to main content

Validation of Exercise Capacity as a Surrogate Endpoint in Exercise-Based Rehabilitation for Heart Failure: A Meta-Analysis of Randomized Controlled Trials

  • Oriana Ciani
  • , Massimo Piepoli
  • , Neil Smart
  • , Jamal Uddin
  • , Sarah Walker
  • , Fiona C Warren
  • , Ann D Zwisler
  • , Constantinos H Davos
  • , Rod S Taylor

Research output: Contribution to journalArticlepeer-review

68 Citations (Scopus)

Abstract

OBJECTIVES This study sought to validate exercise capacity (EC) as a surrogate for mortality, hospitalization, and health-related quality of life (HRQOL). BACKGROUND EC is often used as a primary outcome in exercise-based cardiac rehabilitation (CR) trials of heart failure (HF) via direct cardiorespiratory assessment of maximum oxygen uptake (Vo₂peak) or through submaximal tests, such as the 6-min walk test (6MWT). METHODS After a systematic review, 31 randomized trials of exercise-based CR compared with no exercise control (4,784 HF patients) were included. Outcomes were pooled using random effects meta-analyses, and inverse variance weighted linear regression equations were fitted to estimate the relationship between the CR on EC and all-cause mortality, hospitalization, and HRQOL. Spearman correlation coefficient (r), R2 at trial level, and surrogate threshold effect (STE) were calculated. STE represents the intercept of the prediction band of the regression line with null effect on the final outcome. RESULTS Exercise-based CR is associated with positive effects on EC measured through Vo₂peak (þ3.10 ml/kg/min; 95% confidence interval [CI]: 2.01 to 4.20) or 6MWT (þ41.15 m; 95% CI: 16.68 to 65.63) compared to control. The analyses showed a low level of association between improvements in EC (Vo₂peak or 6MWT) and mortality and hospitalization. Moderate levels of correlation between EC with HRQOL were seen (e.g., R2 <52%; jrj < 0.72). Estimated STE was an increase of 5 ml/kg/min for Vo₂peak and 80 m for 6MWT to predict a significant improvement in HRQOL. CONCLUSIONS The study results indicate that EC is a poor surrogate endpoint for mortality and hospitalization but has moderate validity as a surrogate for HRQOL. Further research is needed to confirm these findings across other HF interventions.
Original languageEnglish
Pages (from-to)596-604
JournalJACC: Heart Failure
Volume6
Issue number7
DOIs
Publication statusPublished - 2018

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • Cardiology (incl. Cardiovascular Diseases)
  • Exercise Physiology

Fingerprint

Dive into the research topics of 'Validation of Exercise Capacity as a Surrogate Endpoint in Exercise-Based Rehabilitation for Heart Failure: A Meta-Analysis of Randomized Controlled Trials'. Together they form a unique fingerprint.

Cite this