
Ryan Williamson
Diagnostics
The Problem With "Normal" Lab Results
"Everything looks normal."
It's the most reassuring sentence in medicine. It's also one of the most misleading.
What "normal" means on a standard lab report is that your result falls within the reference range — the statistical spread of values seen in the general population. Not the healthy population. Not the optimized population. The general population, which includes a significant percentage of people who are metabolically compromised, under-treated, and sick.
A reference range is a description of what's common. It is not a definition of what's optimal.
Here's a concrete example. The standard reference range for fasting glucose runs up to 99 mg/dL before a value is flagged as "pre-diabetic." But research on cognitive function and metabolic health suggests that fasting glucose consistently above 85–90 mg/dL is associated with measurably increased risk — risk that begins accumulating well before the clinical threshold for concern. A value of 97 mg/dL gets reported as "normal." In a precision medicine framework, it prompts a conversation.
The same logic applies to testosterone, thyroid function, inflammatory markers, and metabolic enzymes. The difference between "within range" and "optimal" is often the difference between a patient who feels fine today and one who develops a preventable disease in ten years.
In our practice, we use functional reference ranges alongside standard sets — benchmarks derived from the research on what values are associated with the best long-term outcomes, not just the most common values in the population. For most patients, this surfaces findings that their standard physicals have never flagged — findings that, once addressed, meaningfully change their health trajectory.
This isn't about finding problems where there aren't any. It's about the difference between two standards of care: one that asks whether you're sick, and one that asks whether you're optimized.
At Transcend Health, we practice the second kind of medicine.
Learn what comprehensive preventive diagnostics look like at Transcend Health.
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