Bloodwork & biomarkers

“Normal range” and “optimal range” are answering different questions

One is built from the population that walked into a lab. The other is a clinical judgment. Knowing which you are being shown matters.

Emerging · 6 min read

Some human data, often small or short, and not yet settled.

Where a reference range comes from

A laboratory reference interval is usually the middle 95% of results from a reference population — often people who had blood drawn, which is not the same as people who are well. It is designed to flag the unusual, and it does that job honestly. What it is not designed to do is describe the value at which a given person functions best.

Two consequences follow. A result inside the range can still be unusual for you, if your own baseline sat elsewhere. And ranges differ between laboratories, so comparing a result from one lab to a range from another is a common and avoidable error.

What “optimal” honestly is

For a few markers, the evidence genuinely supports lower being better across the observed range — apolipoprotein B and lipoprotein(a) in cardiovascular risk are the clearest examples. For many others, "optimal" is a clinical opinion informed by observational data, and reasonable physicians disagree about where the line sits. That is a real distinction and it deserves to be said out loud rather than dressed up as settled science.

The most useful range is your own

The comparison that carries the most information is your result against your own previous results. A testosterone that has fallen by a third in two years while staying inside the reference interval is a finding. The same number in isolation is not. This is the strongest argument for testing on a schedule rather than once.

The failure mode to watch for

A narrow "optimal" band, set by whoever is selling the intervention, that places almost everyone outside it. If a range means nearly every customer needs treatment, it is a marketing instrument rather than a clinical one. Ask what the range is based on, and who chose it.

Key points

  • Reference intervals flag the unusual; they do not define your best.
  • For a few markers lower really is better. For many, "optimal" is opinion.
  • A range that puts every customer in need of treatment is a sales tool.

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