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Academy · Research Writing · Surrogate vs clinical vs composite endpoints

Surrogate, Clinical and Composite Endpoints: Validity, Interpretation and Reporting

A favourable change in a surrogate endpoint is not equivalent to an improvement in how a patient feels, functions or survives, and a composite endpoint may obscure which of its components accounted for the observed effect.

Pubrica AcademyWritten by a clinical trial methodologist Reviewed bya biostatistician Published10 October 2026 Last checked10 October 2026 Reading time7 minutes Sources2 peer-reviewed

A clinical endpoint directly measures how a patient feels, functions or survives. A surrogate endpoint is a biomarker or intermediate measure substituted for a clinical endpoint on the assumption that changing the surrogate will change clinical outcomes. A composite endpoint combines several individual endpoints into one measure, typically counting a participant as an event if any component occurs.

Learning objectives

  • Why a validated surrogate relationship requires more than a statistical correlation.
  • Why composite endpoints should be interpreted with their individual components reported, not only the combined estimate.
  • Examples in which a surrogate improved but the clinical outcome did not.

Common misconceptions

  • “If a treatment improves a surrogate marker, it necessarily improves the clinical outcome the marker is linked to.” Fleming and DeMets document multiple historical cases in which treatments improved a surrogate endpoint but failed to improve, or even worsened, the clinical outcome of primary interest. Correlation between a surrogate and a clinical outcome in observational data does not ensure that intervening on the surrogate produces the same effect on the clinical outcome.
  • “A positive composite endpoint result indicates that every component improved.” Freemantle and colleagues note that a composite endpoint can be driven predominantly by its most frequent component, which is not necessarily the most clinically important. A positive composite result should therefore be accompanied by the individual component results, so that readers can identify the outcomes that accounted for it.

Validation of surrogate endpoints beyond correlation

Fleming and DeMets set out a now-classic warning: a surrogate endpoint is a valid substitute for a clinical endpoint only if intervening on it reliably predicts the effect on the clinical outcome, which requires that the surrogate lie on the full causal pathway between the intervention and the outcome, not merely that the two are statistically correlated in observational data1. Their review documents several instances in which treatments improved a surrogate yet failed to improve, or worsened, the actual clinical endpoint, including cases in the treatment of cardiac arrhythmia.

Defining characteristics of a clinical endpoint

A clinical endpoint directly measures an outcome of importance to the patient without requiring any further assumption about its relationship to patient wellbeing, such as survival, symptomatic relief, functional status, or a major clinical event such as stroke or myocardial infarction. Surrogate endpoints are used, particularly in early-phase or time-limited trials, because they can be measured sooner and in smaller samples; however, Fleming and DeMets argue that the trade-off (gains in speed and sample size against uncertainty about whether the surrogate truly predicts clinical benefit) should be stated explicitly rather than glossed over1.

Reporting the components of composite endpoints

Freemantle and colleagues note that composite endpoints are used to increase statistical power by combining several individual events into a single, more frequent outcome, but that this entails an interpretive cost: the composite result can be driven by its most common component, which may be the least clinically severe, while a rarer but more serious component shows no effect or even an unfavourable trend2. Reporting guidance accordingly expects the individual components of any composite endpoint to be reported alongside the combined result.

Key points

Key points

A surrogate endpoint is a valid substitute for a clinical endpoint only when the relationship between them has been properly validated rather than merely observed as a correlation. The individual components of a composite endpoint should always be reported alongside the combined result, because the composite may be driven by its most frequent rather than its most important component.

Practical application

Practical application

  1. Authors should state explicitly whether an endpoint is clinical or surrogate and, for a surrogate, the evidence for its validity. An improvement in a surrogate endpoint should not be presented as equivalent to clinical benefit without a statement of the basis for that assumption.
  2. Every individual component of a composite endpoint should be reported. The combined composite result and the result for each component should be presented, so that readers can identify what drove the overall effect.
  3. Discordance between components should be discussed explicitly. If one component improved while another showed no effect or worsened, this should be discussed directly rather than leaving the combined estimate to stand alone.

Frequently asked questions

Yes, particularly for serious or life-threatening conditions in which a validated surrogate allows faster access to treatment; however, this typically requires either a well-established surrogate relationship or a commitment to confirmatory trials on the clinical endpoint.

Composite endpoints increase the number of events observed, improving statistical power and reducing the required sample size or duration. This is a legitimate efficiency, provided that the components are chosen to be of comparable clinical importance and are reported individually.

Combining components of very different clinical severity (for example, death alongside a minor, reversible symptom) in a single composite is generally discouraged, because a frequent minor event may then mask the absence of an effect on the serious one.

References

  1. Fleming TR, DeMets DL. Surrogate end points in clinical trials: are we being misled? Annals of Internal Medicine. 1996;125(7):605-613. read 10 October 2026. View on PubMed
  2. Freemantle N, Calvert M, Wood J, Eastaugh J, Griffin C. Composite outcomes in randomized trials: greater precision but with greater uncertainty? JAMA. 2003;289(19):2554-2559. read 10 October 2026. View on PubMed

Every source above is a peer-reviewed article, a publisher’s record of one, or a standard issued by the body that owns it. Each carries the date it was last read. Where a standard moves, this article is revised rather than left up with a note.

How to cite this article

Pick your referencing style and copy it. Your university or target journal may vary the punctuation — check its guide if it has one.

Pubrica Academy. (2026, October 10). Surrogate, Clinical and Composite Endpoints: Validity, Interpretation and Reporting. Pubrica. https://pubrica.com/academy/concepts-definitions/surrogate-clinical-composite-endpoints/

This article is written to be learned from. Cite it if you are referring to what it says; if you are using the evidence behind it, cite the sources listed above instead.

Endpoint-choice check

This checklist applies when primary and secondary endpoints are selected and reported.

[ ] Endpoint type (clinical/surrogate/composite) stated explicitly
[ ] Evidence for surrogate validity cited, if a surrogate is used
[ ] Individual components of any composite endpoint reported alongside the combined result
[ ] Discordance between composite components discussed explicitly

Pubrica AcademyWritten and maintained by Pubrica’s subject matter experts. Articles are revised when the underlying standards change, and each article states the date on which it was last reviewed.

How Pubrica can help

Pubrica supports the selection, justification and reporting of endpoints, identifying where a surrogate requires stronger validation evidence and ensuring that composite components are reported individually.

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