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Measurement

Biomarker Basics: Which Numbers Are Worth Tracking

8 min read · Published 20 Aug 2026

Illustration for the KUULPEPS guide: Biomarker Basics: Which Numbers Are Worth Tracking

Testing is only useful if it changes a decision. This guide groups common measurements by what they can realistically tell you and how often they change.

It is educational only. Interpretation of any clinical test belongs with a qualified healthcare professional.

Standard blood panels

Established evidence

Lipid panels, fasting glucose, HbA1c, liver and kidney function and a full blood count are the routine measures used in clinical practice. They are standardised, widely available and interpretable against reference ranges.

Because these are clinical tests, results should be reviewed with a doctor rather than self-interpreted from an app dashboard.

Body composition

Clinical research

DEXA is the common reference method for fat mass, lean mass and bone density. Bioimpedance scales are far cheaper but drift with hydration, so they are better for trend than for absolute value.

Re-testing more often than every three to six months rarely produces a signal above measurement noise.

Fitness testing

Established evidence

A laboratory VO2 max test measures maximal oxygen uptake directly. Wearable estimates are convenient but are models, not measurements, and should be treated as trend data.

A sane testing cadence

Pick the smallest set of measures that would actually change what you do. Test, give the intervention enough time to plausibly work, then re-test the same way at the same time of day.

  • Annual: full clinical blood panel with a doctor
  • Every 3–6 months: body composition, if you are actively changing it
  • Every 3–6 months: measured or estimated cardiorespiratory fitness

Sources & references

Educational content only. Nothing here is medical advice, and no KUULPEPS product is offered to diagnose, treat, cure or prevent any condition. Products are supplied for laboratory research use only.

Parent topic

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Healthspan is the number of years you live in good function. This hub covers the inputs with the strongest human evidence behind them — and is honest about where the evidence stops.

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