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Use and misuse of composite endpoints in randomised clinical trials
Joan Siquier-Padilla1,2, Rafael Gonzalez-Manzanares3,4, Xavier Rossello5,2,6
1Cardiology Department, Hospital Universitari Son Espases, Palma, Spain.
Insights
Composite endpoints in cardiovascular trials, often called major adverse cardiovascular events (MACE), combine multiple outcomes. This review examines their benefits, drawbacks, and proper interpretation for better trial design and understanding.
Area of Science:
- Cardiology
- Clinical Trials
- Biostatistics
Background:
- Composite endpoints are frequently used in cardiovascular outcome trials, often termed major adverse cardiovascular events (MACE).
- Their popularity stems from statistical efficiency and the ability to capture multiple outcomes.
- However, definitions lack consensus, and their use can obscure treatment effects.
Purpose of the Study:
- To critically review the definition, interpretation, use, and misuse of composite endpoints in cardiovascular trials.
- To discuss the methodological advantages and limitations of composite endpoints.
- To explore alternatives to composite endpoints and aid trialists and readers in critical evaluation.
Main Methods:
- Literature review of composite endpoints in cardiovascular trials.
- Analysis of key landmark and topical cardiovascular studies using composite endpoints.
- Discussion of statistical and clinical implications of composite endpoint design and reporting.
Main Results:
- Composite endpoints offer statistical efficiency but can be driven by less significant events or dilute treatment effects.
- Lack of consensus on MACE definitions impacts interpretation.
- Overlooked limitations can affect clinical practice-changing trial interpretations.
Conclusions:
- Critical understanding of composite endpoints is essential for accurate interpretation of cardiovascular trial results.
- Careful consideration of composite endpoint design, definition, and reporting is crucial for future trials.
- Exploring alternatives may provide clearer insights into treatment efficacy.
Abstract:
Composite endpoints are widely used in large randomised cardiovascular outcome trials. They are frequently referred to as major adverse cardiovascular event (MACE), although there is no consensus around this definition. In essence, composite endpoints are single measures of effect encompassing multiple individual events, so that if any of them occurs, the patient is considered to present the composite endpoint. Their popularity has grown because of their methodological advantages, such as statistical efficiency and better ability to capture multiple clinically relevant outcomes. However, its use comes at a cost. Many times, composite endpoints are driven by the less meaningful event, or simply dilute a potential treatment effect by including outcomes that are not affected by the intervention. This and other limitations are often overlooked, therefore having a direct impact on the interpretation of clinical practice-changing trials. This review discusses key aspects related to the definition, interpretation, use and misuse of composite endpoints. Alternatives to composite endpoints are also discussed. Essential concepts are illustrated through examples based on key landmark studies, as well as topical trials. This work aims to help future trialists in the design and reporting of cardiovascular trials, and to assist readers in developing a critical understanding of them.
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