Every “normal” lab range is built to be wrong for some healthy people. On purpose.
I want to walk you through how that happens, because once you see it, you can’t unsee it.
A lab pulls blood from a group of people — often around 120 — who look healthy on paper. They run the test. Then they take the middle 95% of those results and call it the reference range. Whatever falls in the top or bottom 2.5% gets flagged as abnormal.
That’s it. That’s the whole system. By design, 1 in 20 genuinely healthy people will land outside “normal” on any single test — not because something’s wrong with them, but because that’s how the math was set up from the start.
And notice what’s missing from the process. Nobody asked what supports your best energy, your clearest thinking, your strongest metabolism. The range was never built around thriving. It was built around whoever happened to be in the room.
That room isn’t always as clean as we’d like to believe, either.
Take TSH, the main thyroid test. For years, some of the “healthy” people used to define the normal range quietly had early, undiagnosed thyroid autoimmunity. That nudged the upper limit higher than it probably should be. When researchers screen out anyone with even subtle thyroid antibodies, the truly healthy population clusters well under 2.5 — not up near the 4.0–4.5 ceiling a lot of labs still use.
Ferritin tells a similar story. The low end of “normal” is often set at whatever number captures the bottom 2.5% of a population — not the number where your body actually starts running low on iron. Research looking at functional iron status puts that threshold closer to the low-to-mid 20s for women, well above where most labs draw the line. Which means a lot of women get told their iron is “fine” while they’re exhausted and losing hair, because the reference range was never built to answer the question they actually care about.
Vitamin D is the clearest example of two systems disagreeing with each other. One major guideline calls anything above 20 sufficient. Other research on bone health and physical function points to better outcomes closer to 36–40. Same lab, same number, two completely different conclusions — because they were built to answer two different questions. One asks: is this person diseased? The other asks: does this person have what they need to function well?
That’s the whole distinction, really. A conventional range asks whether you have a disease. A functional lens asks a different question entirely: what does this number need to be for you to feel like yourself?
Not every biomarker has a clean, agreed-upon optimal number. Some of what gets called an “optimal range” online is genuinely well-supported. Some of it is a best guess dressed up as certainty. Age, inflammation, and individual variation all move these numbers around, and chasing a narrower and narrower target isn’t automatically better — it can just mean more testing, more anxiety, and treatment for something that was never actually a problem.
So no, “normal” isn’t a compliment. But “optimal” isn’t a magic number either. The real value is in the pattern — your labs next to your symptoms, next to your history, next to how you actually feel day to day. That’s the part a single reference range was never built to capture.
Next time someone tells you your labs are normal, it’s a fair question to ask: normal compared to what, and normal for who?
Send any bloodwork from the past six months. Sixty minutes, marker by marker, against what you actually feel. If something is genuinely missing, I order only that.