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1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology Contracts Study Team March 22, 2006
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1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

Jan 21, 2016

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Page 1: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

1

ADHD drugs and CV outcomes: Preliminary feasibility results

and potential observational studies

David J. Graham, MD, MPH

on behalf of the FDA

Epidemiology Contracts Study Team

March 22, 2006

Page 2: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

2

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

Page 3: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

3

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

Page 4: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

4

Details of ADHD drug exposure cohortsof children ≤ 19 years

Amphetamine Methylphenidate Atomoxetine Total

Base 7 M

No. 191 K 222 K 80 K 493 K

PYrs 160 K 200 K 40 K 399 K

% male 73 73 73 73

Page 5: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

5

Persistency of ADHD drug use by drug in 0-19 year olds

0

50

100

150

200

250

1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 81 86 91

Months of use

Pat

ient

num

ber

(tho

usan

ds)

Methylphenidate

Amphetamine

Atomoxetine

Page 6: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

6

Background rate per 105 per year

Sudden cardiac death 1-9

Acute myocardial infarction 1-20

Cerebrovascular accident 3

Background rates for cardiovascular events of interest in pediatric population age 1-19

Page 7: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

7

1o All AMI 17 24 IHD 17 43 Cardiac arrest 14 55 CVA 49 90 Arrhythmia 245 445 HTN 66 353 Pulm HTN 10 22 Deaths† 241

†Incomplete

Counts of potential study outcomesin children age 1-19 years,

based on hospital discharge diagnoses

Page 8: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

8

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, $$

Page 9: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

9

Power to identify a given risk ratio with abackground rate = 15 per 105 person-years

(AMI in children 1-19 years)P

ow

er (

1-b

eta)

Exposure cohort person-years (thousands)

40 80 120 160 200 240 280 320 360 400

0.00

0.20

0.40

0.60

0.80

1.00

RR=2

RR=3

RR=5

Page 10: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

10

Power to identify a given risk ratio with abackground rate = 3 per 105 person-years

(CVA in children 1-19 years)

Po

wer

(1-

bet

a)

Exposure cohort person-years (thousands)

40 80 120 160 200 240 280 320 360 400

0.00

0.20

0.40

0.60

0.80

1.00

RR=2

RR=3

RR=5

RR=10

Page 11: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

11

0102030405060708090

100

0 0.2 0.4 0.6 0.8 1

Power

Num

ber

of E

vent

s

RR=2

RR=3

RR=5

RR=10

Event number and statistical power requiredto confirm risk ratios from 2 to 10

Page 12: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

12

Probability of excluding a given risk ratio, assuming true RR=1: background = 15 per 105 person-years

(AMI in children age 1-19)

0

0.2

0.4

0.6

0.8

1

0 80 160 240 320 400

Exposed cohort person-years (thousands)

Po

wer

RR=2

RR=3RR=5

Page 13: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

13

Probability of excluding a given risk ratio, assumingtrue RR=1: background = 3 per 105 person-years

(CVA in children age 1-19)

0

0.2

0.4

0.6

0.8

1

0 80 160 240 320 400

Exposed cohort person-years (thousands)

Po

wer

RR=10

RR=5

RR=3

RR=2

Page 14: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

14

Estimated risk ratio that can be detected with 80% probability by age- and drug-group

Sudden death

AMI CVA

Amphetamine 4-5 2-5 4-5

Methylphenidate 4-5 2-5 4-5

Atomoxetine 10 3-10 10

All combined 3 <2-3 3

Page 15: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

15

Some additional power considerations

Age=1-19

AMI CVA

Background rate (x10-5) 15 3

Person-years (x10-5) 399 399

No. expected 4-60 12

No. reported 17 49

AMI: acute myocardial infarctionCVA: cerebrovascular accident (stroke)

Page 16: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

16

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)

Page 17: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

17

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

Page 18: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

18

Patient sampling for echocardiographic study

0

50

100

150

200

250

1 6 11 16 21 26 31 36 41 46 51 56 61 66 71 76 81 86 91

Months of use

Pat

ient

num

ber

(tho

usan

ds)

Methylphenidate

Amphetamine

Atomoxetine

Page 19: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

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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

Page 20: 1 ADHD drugs and CV outcomes: Preliminary feasibility results and potential observational studies David J. Graham, MD, MPH on behalf of the FDA Epidemiology.

20

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