Estimating an individual's true cholesterol level and response to intervention
L. Irwig, P. Glasziou, A. Wilson and P. Macaskill
Department of Public Health, University of Sydney, New South Wales, Australia.
An individual's blood cholesterol measurement may differ from the true
level because of short-term biological and technical measurement
variability. Using data on the within-individual and population variance of
serum cholesterol, we addressed the following clinical concerns: Given a
cholesterol measurement, what is the individual's likely true level? The
confidence interval for the true level is wide and asymmetrical around
extreme measurements because of regression to the mean. Of particular
concern is the misclassification of people with a screening measurement
below 5.2 mmol/L who may be advised that their cholesterol level is
"desirable" when their true level warrants further action To what extent
does blood cholesterol change in response to an intervention? In general,
confidence intervals are too wide to allow decision making and patient
feedback about an individual's cholesterol response to a dietary
intervention, even with multiple measurements. If no change is observed in
an individual's cholesterol value based on three measurements before and
three after dietary intervention, the 80% confidence interval ranges from a
true increase of 4% to a true decrease of 9%.
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