ApoB: The Lipid Number That Matters
When apoB is in the model, LDL cholesterol and triglycerides stop predicting heart attacks. Most panels still do not measure it. Here is the evidence.
Topics biomarkers
The numbers worth measuring, and what they can and cannot say.
A number is a measurement, not a verdict. These pieces cover what common markers actually track, how much weight a single reading can carry, and what moves them over time. Knowing the limits of a test is most of knowing how to read one.
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Start with this
When apoB is in the model, LDL cholesterol and triglycerides stop predicting heart attacks. Most panels still do not measure it. Here is the evidence.
HbA1c thresholds are clear, and prediabetes is reversible with a number needed to treat under seven. Continuous glucose monitors are a harder call.
Talks from the Watchlist that cover this system. Massy Labs did not make these; they are here because they are worth the hour.