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Surrogate Endpoints and Aging Biomarkers in Trials

Why a change in an aging biomarker is not the same as living longer or healthier, how regulators treat surrogate endpoints, and why aging is not an approved indication.

Content last updated . This page has not been medically reviewed.

Quick answer
A clinical trial can measure how people feel, function or survive. It can also measure a stand-in, such as a blood marker, and hope that the stand-in predicts the real outcome. In longevity research the stand-ins are things like epigenetic clocks, telomere length or NAD+ levels. This page explains why a change in one of these is not the same as a health benefit, and why that matters for any claim that something "slows aging."

What a surrogate endpoint is

The US Food and Drug Administration (FDA) describes a surrogate endpoint as a clinical trial endpoint used as a substitute for a direct measure of how a patient feels, functions or survives. It does not measure the benefit of interest itself. It is only expected to predict that benefit. [1]

A biomarker is a defined characteristic that is objectively measured as an indicator of normal biological processes, disease processes or responses to an exposure or treatment. Only some biomarkers become surrogate endpoints. [1]

How a biomarker earns trust

FDA says surrogate endpoints sit on a ladder of validation. [1]
LevelWhat it means (FDA wording, simplified)
CandidateStill being tested for whether it predicts clinical benefit
Reasonably likelyStrong mechanism or population data, but not enough clinical data to call it validated; can support accelerated approval for serious diseases
ValidatedClear mechanism plus clinical data showing an effect on the marker predicts a specific benefit

FDA gives blood pressure and stroke as an example of a validated pair: many trials of different blood pressure medicines showed that lowering systolic pressure lowered stroke risk. [1] FDA also says that before a surrogate can replace a clinical outcome, extensive evidence must accumulate, including epidemiological studies and clinical trials. [1]

Two other points matter. FDA distinguishes biomarkers from clinical outcome assessments, which describe how a person feels or functions or how long the person lives. [1] And FDA notes that products approved on a "reasonably likely" surrogate need follow-up data after approval to find out whether the surrogate really predicted benefit. [1]

Where aging biomarkers stand

A 2023 framework paper in the journal Cell said the field lacks standards and consensus on the properties of a reliable aging biomarker, and that this hinders development and validation for clinical use. [2] A 2024 survey of experts in Nature Aging found that clinical translation of aging biomarkers remains limited and named six key barriers. Its recommendations included linking biomarkers to clinically useful insights and validating markers that are robust at the level of individuals, not only groups. [3]

A 2025 review in Physiological Reviews made a related point. It said validation in humans has been held back by the limited translation of results from model organisms and by the lack of robust biomarkers that could shorten trials. It added that biomarkers based on function, resilience and frailty are available now and have proven predictive value for illness and death, while molecular markers hold promise for the future. [4]

Put plainly: at the time of writing we found no source showing that an epigenetic clock, telomere length or any single molecular "age" marker has been validated as a surrogate for longer life or better health in people. Label: insufficient evidence for use as a trial surrogate. We read FDA's surrogate-endpoint guidance page, which does not mention aging; we did not review FDA's full surrogate endpoint table or its biomarker qualification list, so check those directly. [1]

Why this matters for common claims

Frequently asked questions

What is a surrogate endpoint?

A trial measurement used as a stand-in for how a person feels, functions or survives, expected to predict the real benefit. [1]

Is there a validated biomarker of aging?

We found no source showing one that is validated as a stand-in for longer life or better health. Experts describe a lack of consensus and standards. [2][3]

Why not just use biological age tests as trial endpoints?

The field says validation steps and consensus on properties are still needed, and translation to clinical use remains limited. [2][3]

Do function tests count?

Review authors say function, resilience and frailty measures are available now and predict illness and death. [4]

More details: evidence, limits and cautions

The details behind this page: cautions, limits of the evidence and where sources disagree. Open any note to read it.

How to read the evidence labels

Labels used on this page: approved medicine (a regulator has approved it for a named condition), established, promising but limited, insufficient evidence, preclinical (cells/animals only) and marketing claim. Where we looked and found nothing usable we write "Proper evidence not found."

Why aging is not an approved indication
A medicine is approved for a named condition. In this library we read the US labels for metformin and sirolimus (also called rapamycin). Neither label lists aging as an indication. Metformin is indicated as an adjunct to diet and exercise to improve blood sugar control in type 2 diabetes. [5] Sirolimus is indicated to prevent organ rejection in kidney transplant recipients and to treat lymphangioleiomyomatosis. [6] The wider question of whether aging could ever be an indication is on the Is aging a disease? page.

Because trials that use death or disease as the endpoint need many years, researchers want validated aging biomarkers. That is the reason the topic matters, but the markers are not there yet. Trials that follow real events, such as those described in aging clinical trials, remain the stronger design.

Safety and common sense
Do not start, stop or change any medicine or supplement because of a biomarker result. Talk with a clinician; see talking with a health professional.
References
  1. FDA, Surrogate Endpoint Resources for Drug and Biologic Development. FDA, Surrogate Endpoint Resources for Drug and Biologic Development. Read 2026-10-22.
  2. Moqri M et al. Biomarkers of aging for the identification and evaluation of longevity interventions. Cell 2023. Moqri M et al. Biomarkers of aging for the identification and evaluation of longevity interventions. Cell 2023. Read 2026-10-22.
  3. Challenges and recommendations for the translation of biomarkers of aging. Nature Aging 2024. Challenges and recommendations for the translation of biomarkers of aging. Nature Aging 2024. Read 2026-10-22.
  4. Biomarkers of aging: from molecules and surrogates to physiology and function. Physiological Reviews 2025. Biomarkers of aging: from molecules and surrogates to physiology and function. Physiological Reviews 2025. Read 2026-10-22.
  5. DailyMed, Metformin hydrochloride tablets label (US prescribing information). DailyMed, Metformin hydrochloride tablets label (US prescribing information). Read 2026-10-22.
  6. DailyMed, Sirolimus tablets label (US prescribing information). DailyMed, Sirolimus tablets label (US prescribing information). Read 2026-10-22.
Education, not medical advice. This page is for general information. It does not diagnose or treat any condition and is not a substitute for care from a qualified health professional. Natural does not automatically mean safe. Ask a clinician or pharmacist before changing your care, especially if you take medication, are pregnant or breastfeeding, or have a health condition.