Patient Adherence & Patient Safety
Bernard Vrijens, PhD
Chief Science Officer, WestRock Healthcare Associate Professor of Biostatistics University of Liège, Belgium
Patient Adherence & Patient Safety Bernard Vrijens, PhD Chief - - PowerPoint PPT Presentation
October 2015 Patient Adherence & Patient Safety Bernard Vrijens, PhD Chief Science Officer, WestRock Healthcare Associate Professor of Biostatistics University of Lige, Belgium Adherence is Key to Therapeutic Success Effective
Chief Science Officer, WestRock Healthcare Associate Professor of Biostatistics University of Liège, Belgium
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– C. Everett Koop, former US Surgeon General
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Vrijens et al. Br J Clin Pharmacol 2012;73:691-705.! EU Commission-sponsored research
Modified from Vrijens & Urquhart, 2005 Journal of Antimicrobial Chemotherapy.
Retrospective" questionnaire! Pill Counts! Therapeutic" drug monitoring! Pharmacy refill data! Patient diary! Automatic compilation of dosing history data!
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Vrijens et al., Expert Review Clinical Pharmacology, 2014
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7 Dosing time (Day) Concentration 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15
24h
Increased risk of toxicity Periodic loss of effectiveness
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Periodic loss of effectiveness & emergence of drug resistance
Blaschke, Osterberg, Vrijens, Urquhart, 2012, Ann Rev Pharmacol Toxicol, 52:275-301
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Initiation-Implementation-Persistence
10 Blaschke, Osterberg, Vrijens, Urquhart. Annual Review, 2012.
Method effectiveness (efficacy) Outcomes
Phase I Phase II Phase III Market
Use effectiveness Patient selection Patient follow-up Suboptimal adherence Drug development
to lack of effectiveness
regimen
Draft guidance from the US FDA explicitly addresses adherence strategies http://www.fda.gov/Drugs/GuidanceComplianceRegulatoryInformation/Guidances/default.htm. Dec 2012
Time (days) % of patients
100 200 300 50 60 70 80 90 100
Interactive
11 Blaschke, Osterberg, Vrijens, Urquhart, Annual Review, 2012.
16,907 participants from 95 clinical studies
Decrease in adherence due to discontinuation
Perfect adherence Perfect adherence Perfect adherence % of patients engaged with the dosing regimen % of patients who dosed correctly
D e c r e a s e ¡ i n ¡ a d h e r e n c e ¡ ¡ d u e ¡ t
p
¡ i m p l e m e n t a 2
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Adherence Persistence
Efficacy Safety
Market Drug development Phase I Phase III Phase II Highest Safe Dose* Compensate for diluted efficacy Unexpected ADR’s!
*based on small, controlled, (adaptive) designs
Peck et al., JAMA, 1993.! 12!
Optimal dose
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Concentration of Drugs Efficacy / Safety Forgiveness
Vrijens & Heidbuchel, Europace 2015.!
Requires sampling after prescription Sampling is too sparse Subject to white coat adherence
Direct methods (PK/PD)!
Desirability bias Recall bias Desirability bias
Self-report!
Easily censored by patient Only aggregate summary Easily censored by patient
Pill counts!
Gold standard if both databases combined Only aggregate summary Gold standard but retrospective
Prescription & refill databases!
Gold standard in CT; needs activation Gold standard Gold standard in CT; needs patient engagement
Electronic monitoring!