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Preliminary results of observational studies on ADHD drugs and cardiovascular outcomes feasibility, including design, drug exposure cohorts, study outcomes, power calculations, and proposal for echocardiographic study.
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ADHD drugs and CV outcomes: Preliminary feasibility resultsand potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology Contracts Study Team March 22, 2006
FDA’s Epidemiology Contracts Program • Replaces Cooperative Agreement Program • Provides capability to study safety questions in a population setting • 4 awardees Covered lives • HMO Research Network 3.2 million • Ingenix (i3 Drug Safety) 12 million • Kaiser Permanente Research Institute 6.1 million • TN and WA Medicaid 2.2 million • Turnover: 1 yr: 8%-30%; 5 yrs: 25%-80% • Funding • 2005-06 $1.6 million • 2006-07 $0.9 million
Feasibility study design • Inception cohorts, all ages • Study period • Jan 1998-June 2005 (i3, KPRI, Medicaid) • July 2000-June 2005 (HMO RN) • Drugs of interest • Amphetamine or dextroamphetamine • Methylphenidate • Atomoxetine • Age-groups • Children/adolescents (1-19 years) • Adults (20-64 years) • Outcomes of interest • Sudden unexplained death • Acute myocardial infarction • Other ischemic heart disease • Cerebrovascular accident • Arrhythmia • Hypertension • Pulmonary hypertension
Persistency of ADHD drug use by drug in 0-19 year olds Methylphenidate Amphetamine Atomoxetine
Background rates for cardiovascular events of interest in pediatric population age 1-19
Counts of potential study outcomesin children age 1-19 years, based on hospital discharge diagnoses
Deaths reported within pediatric ADHD-drug-exposed inception cohorts • Deaths occurred at any time after cohort entry • From any cause • In-hospital only from 2 sites, none from 1 site • Sudden out of hospital deaths included from 1 site • 2 sites have death certificate linkage; SCD validated at 1 • NDI search required with other 2 sites - turnover, time, $$
Power to identify a given risk ratio with abackground rate = 15 per 105 person-years(AMI in children 1-19 years) RR=5 1.00 0.80 RR=3 0.60 Power (1-beta) RR=2 0.40 0.20 0.00 40 80 120 160 200 240 280 320 360 400 Exposure cohort person-years (thousands)
Power to identify a given risk ratio with abackground rate = 3 per 105 person-years(CVA in children 1-19 years) 1.00 RR=10 0.80 RR=5 0.60 Power (1-beta) RR=3 0.40 0.20 RR=2 0.00 40 80 120 160 200 240 280 320 360 400 Exposure cohort person-years (thousands)
Event number and statistical power required to confirm risk ratios from 2 to 10 RR=2 RR=3 RR=5 RR=10
Probability of excluding a given risk ratio, assuming true RR=1: background = 15 per 105 person-years(AMI in children age 1-19) RR=5 RR=3 RR=2
Probability of excluding a given risk ratio, assumingtrue RR=1: background = 3 per 105 person-years(CVA in children age 1-19) RR=10 RR=5 RR=3 RR=2
Estimated risk ratio that can be detected with 80% probability by age- and drug-group
Some additional power considerations AMI: acute myocardial infarction CVA: cerebrovascular accident (stroke)
Caveats regarding ADHD cohort study • Preliminary data; relationship of drug exposures to outcomes not yet studied • Crude definitions of exposure, outcome • Hospital D/C diagnoses, not validated • Outcome post 1st Rx; timing with current use not known • Out of hospital deaths (SCD) not captured at 2 sites • Power calculations crude • Uncertainty regarding background rates (i.e., AMI)
Proposal offered at February advisory meeting • Observational echocardiographic study • Within a large healthcare database: • Identify patients treated with ADHD drugs for varying durations of time • Select suitable untreated “controls” from same population • Perform echocardiography and assess • Left ventricular wall thickness • Contractility
Patient sampling for echocardiographic study Methylphenidate Amphetamine Atomoxetine
Summary • Concern regarding potential for CV risk of ADHD drugs • High prevalence of use in children; growing in adults • Sudden unexplained death of 1 interest; most difficult to study • TN Medicaid and KPRI have death certificate linkage • Other sites would require NDI search • Other CV outcomes • Feasibility study • Exposed person-time substantial for most ADHD drugs • CV outcomes require validation; timing with respect to exposure • Statistical power and uncertainty • Number of arrhythmia cases seems surprisingly high • Now in process of obtaining cost estimates for in-depth study
FDA Epidemiology Contracts ADHD Study Team (list by site) • FDA, ODS • Andrew Mosholder, MD, MPH • Kate Gelperin, MD, MPH • Judy A. Staffa, PhD • David J. Graham, MD, MPH • HMO Research Network • Susan E. Andrade, PhD • Ingenix (i3 Drug Safety) • K. Arnold Chan, MD, ScD • Kaiser Permanente Research Institute • Joe Selby, MD, MPH • Medicaid (TN and WA) • William Cooper, MD, MPH