Monitoring adherence to drug treatment by using change in cholesterol concentation: Secondary analysis of trial data
Document Type Journal Article
Bell, K. J. L., Kirby, A., Hayen, A., Irwig, L, & Glasziou, P. (2011). Monitoring adherence to drug treatment by using change in cholesterol concentation: Secondary analysis of trial data. BMJ, 342(7791), p. 269.
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© Copyright© Copyright 2011 BMJ Publishing Group Ltd.
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Objective: To estimate the accuracy of monitoring cholesterol concentration for detecting non-adherence to lipid lowering treatment.
Design: Secondary analysis of data on cholesterol concentration in the LIPID (long term intervention with pravastatin in ischaemic disease) study by using three measures of non-adherence: discontinuation of treatment, allocation to placebo arm, less than 80% of pills taken.
Setting: Randomised placebo controlled trial in Australia and New Zealand.
Participants: 9014 patients with previous coronary heart disease.
Interventions: Pravastatin 40 mg or placebo daily.
Main outcome measures: Sensitivity, specificity, area under the receiver operating characteristics (ROC) curve, post-test probability.
Results: Monitoring of cholesterol concentration had modest ability for detecting complete non-adherence. One year after the start of treatment, half (1957/3937) of the non-adherent patients and 6% (253/3944) of adherent patients had a rise in concentration of low density lipoprotein cholesterol. Accuracy was reasonable (area under the curve 0.89). Cholesterol monitoring, however, had weak ability for detecting partial non-adherence. One year after the start of treatment, 16% (34/213) of partially adherent and 4% (155/3585) of fully adherent patients had a rise in concentration of low density lipoprotein cholesterol. Accuracy was poor (area under the curve 0.65). For typical pre-test probabilities of non-adherence ranging from low (25%) to high (75%), the post-test probabilities indicate continuing uncertainty after lipid testing. A patient with no change in low density lipoprotein cholesterol concentration has a post-test probability of being completely non-adherent of between 67% and 95% and a post-test probability of being partially non-adherent of between 48% and 89%. A patient with a decrease in concentration of 1.0 mmol/L has a post-test probability of being completely non-adherent of between 7% and 40% and a post-test probability of being partially non-adherent of between 21% and 71%.
Conclusions: Monitoring concentration of low density lipoprotein (or total) cholesterol has modest ability to detect complete non-adherence or non-persistence with pravastatin treatment and weak ability to detect partial non-adherence. Results of monitoring should be considered as no more than an adjunct to careful discussion with patients about adherence.
This document has been peer reviewed.