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Published on: June 10, 2025
Key issues in end point selection for heart failure trials: composite end points
James D Neaton1, Gerry Gray, Bram D Zuckerman
1Division of Biostatistics, School of Public Health, University of Minnesota, Minneapolis, Minnesota 55414, USA.
Insights
Composite outcomes in heart failure trials offer higher event rates and smaller sample sizes. However, careful interpretation is needed due to potential variations in treatment effects among components.
Area of Science:
- Cardiology
- Clinical Trials
- Biostatistics
Background:
- Composite outcomes are frequently employed in heart failure clinical trials.
- This article critically examines the benefits and drawbacks of using composite outcomes.
- Guidelines for reporting composite outcomes are proposed, with illustrative examples.
Purpose of the Study:
- To discuss the advantages and disadvantages of composite outcomes in heart failure trials.
- To provide recommendations for the reporting of composite outcomes.
- To illustrate key considerations with practical examples.
Main Methods:
- A workshop was convened by the Heart Failure Society of America and the US Food and Drug Administration in April 2004.
- Panel discussions focused on the application of composite outcomes in heart failure research.
- Literature review and expert consensus informed the discussion.
Main Results:
- Composite outcomes increase event rates and can reduce sample size if treatment effects are similar across components.
- Interpretation challenges arise when treatment effects vary among components or disproportionately affect less severe events.
- Focusing only on the first event in composite outcomes can lead to significant information loss.
Conclusions:
- Composite endpoints should be utilized with caution in heart failure trials.
- Further research is required for optimal weighting of composite outcome components.
- Exploring methods to incorporate the entire patient event history is essential for more comprehensive trial analysis.
Background:
Composite outcomes are commonly used in heart failure trials. The aim of this article is to discuss the advantages and disadvantages of composite outcomes and recommend guidelines for reporting them. Examples are used to illustrate key points.
Methods And Results:
A workshop jointly planned by the Heart Failure Society of America and the US Food and Drug Administration was convened in April 2004. One of the panel discussions concerned the use of composite outcomes in heart failure trials. With use of composite outcomes, event rates are higher and if it is reasonable to assume that the treatment effect is similar for each component of the composite outcome, sample size will be smaller than using one of the components as the primary end point. Composites end points are difficult to interpret if effects are not similar for all components or if the effect of treatment is primarily on a more common, less serious component of the composite. Composite outcomes typically only focus on the first occurring event. This can lead to a substantial loss of information in some trials. When composite end points are used, data collection for all components should continue until the end of the trial so that each component can be separately evaluated.
Conclusion:
Composite end points should be used with caution. Additional research is need on optimally weighting components of composite outcomes and to better using the entire event history of patients in heart failure trials. Further analyses of completed trials could be useful in this respect.
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