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The Role of the Data Monitoring Committee
Society for Clinical Research Associates
Philadelphia, PA
April 23, 2010
Role of Data Monitoring Committees (DMCs)
Why use a DMC? Roles, Objectives and Setup for DMCs Operational considerations (Brief) Statistical considerations: p-value
adjustments Where do companies get it wrong:
Administrative analyses: look without adjustment Use DMCs for safety only Blinding the DMC
Reading List
Guidance for Clinical Trial Sponsors
http://www.fda.gov/cber/guidelines.htm
Fundamentals of Clinical Trials
Friedman, Furberg, DeMets
Polio: An American Story
David Oshinsky
Reasons for DMCs
Ethics Insurance
Reasons for DMCs: Ethics
Oversight function to insure patient safety Monitor and be able to quickly react to any
untoward safety events
Reasons for DMC: Insurance
Operational Issue Provide oversight function of study progress Insure study will have reasonable likelihood of
achieving basic objectives. Early warning system for operational issues
Critical design parameters• Expected treatment difference, control response
rate, variance of primary endpoint Stop early
• No efficacy or unacceptable safety• Early, compelling, untoward, unexpected efficacy
Committees
Data Monitoring Committee Executive Committee Others
Data Analysis Center Adjudication Committee Central Labs
DMC
Review data tabulations from ongoing clinical trial
Deliberations are confidential Make recommendations to Exec.
Committee
DMC Membership
Independent clinical members Therapeutic area experts No vested interest in company or outcome of
trial Independent statistician Ethicist (optional)
No Involvement in DMCs
Company/Sponsor/Client Investigators participating in the study The investigator’s contact at company Any individual who can change or influence the
recruitment of patients Individuals with data classification
responsibilities Individuals who could control or change study
design, objectives or planned analyses
Executive Committee/Steering Committee
Responsible for study oversight and conduct
Membership: company, investigators Decision makers
Key Point
DMC Independent Access to data No decisions, recommendations to Exec Comm.
Exec Committee/Steering Committee Company representation Investigator representation (optional) NO access to data Decision makers, based on recommendations from
DMC
DMC Charter
Define roles and responsibilities of DMC members
Communication with Executive Committee Structure and timing of meeting Scope of data reviews
DMC Meetings
Open sessions Executive Committee DMC No unblinded data
Closed sessions Unblinded data review DMC Only
Minutes Document deliberations Confidentiality is key
Example: Centocor
Centoxin: potential blockbuster with estimated $1B/year market potential
NYT: 12 Feb 1993 Centoxin
Efficacy endpoint in pivotal study changed based on knowledge of interim results
NDA terminated
Operational Considerations
Keep review scope focused (“interim analysis” is not final analysis)
Emphasize simple tables and graphics, not listings
Information needs to be Current Current is more important than clean
Plan for Rapid Retrieval of Outcomes
Important to minimize time lag between CRF at site vs inhouse
Paper Short forms, worksheets Phone calls Working/temporary databases Help Desk support
EDC very helpful alternative to paper
Statistical Issue
When DMC looks at interim data, p-value adjustments are necessary Avoid over reaction to early trends Maintain nominal alpha level of 0.05 for the
final analysis
Goal: Control type I error and maintain nominal 0.05 alpha for
final analysis Need to set a high statistical bar for
Interim Looks Interim analyses utilize p-values at levels
of approx. 0.0001 at each look vs 0.05 at each look
E.g., 6 interim analyses (6 looks):
final alpha = 0.05 – 6*0.0001 = 0.0494
Key Point
There are sound reasons to have a DMC monitor ongoing data
P-value adjustments need to be made Estimates of efficacy and safety effects are
based on small sample sizes Possibility exists to overreact to early trends
P-value adjustments for interim looks can be very small and final alpha can be maintained very near 0.05
Interim survival analyses comparing mortality in clofibrate and placebo-treated participants in the Coronary Drug Project. A positive Z value favors placebo.
Where Companies Get it Wrong
Administrative analyses DMC for safety only Blinding the DMC
“Administrative Analyses”
Look at data with no intent to modify study Look at data for operational (“insurance”)
issues Since no intent to change, no adjustment
of p-values should be necessary If efficacy data are involved, adjustment is
needed Always a potential to overreact to early trends Major red flag
DMC for Safety Only?
DMC needs access to both efficacy and safety to assess risk and benefit
Blinding DMC Members?
Not an FDA or ICH Requirement Imposed by Sponsors to
“Prevent bias” “Avoid over reaction to early trends”
ICH E9
4.1: “Interim analysis requires unblinded access to treatment group assignments”
4.5: “Interim analysis “…involves access to … “unblinded data and results.”
Controlling Bias…Overreaction
The DMC does not make decisions DMC has no vested interest (unlike
company) Monitoring boundaries are in place Degree of empowerment of DMC comes
from Executive Committee and is described in the Charter
DMCs in pre-NDA Setting
Studies in pre-NDA setting seldom stop early for efficacy
Need for adequate safety data (ISS requirements) will often override any early efficacy trends
Monitoring boundaries make it unlikely that effect is significant enough to stop for efficacy
EXAMPLE AMD
Limited phase II dosing information First major entry into patients was two
large Phase III studies. Limited safety data
Efficacy endpoint: mean difference of > 2 lines between treatment and placebo after two years of therapy.
AMD Example
Two large multicenter Phase III studies to show efficacy and establish safety in patients with wet AMD
Primary endpoint: slow vision loss relative to placebo using standard eye charts
Treatment duration: two years Company: Miravant
AMD Example
Monitor for Safety Only AEs, labs, other safety information Interest in acute, untoward decreases in
vision• Examine
Decreases of 3-6 lines Within initial 3 months On individual patient basis
DMC was blinded
AMD Example
FDA mandated post hoc adjustment of p-values since DMC viewed data related to efficacy
AMD Results from 2 Year Follow-Up
Proportion of Patients Losing <2 Lines of Vision___________________________________________________________________
Overall test of no treatment p-value vs.
Study Treatment N n (%) effect placebo_
98EA001 Placebo 64 27 (42.2) 0.0045 SN050 107 62 (57.9) 0.0456 SN075 108 39 (36.1) 0.4293
98EA004 Placebo 55 23 (41.8) 0.1200 SN050 124 72 (58.1) 0.0444 SN075 117 59 (50.4) 0.2908
Summary
Patient safety is key DMC is an independent group Charter describes roles and
responsibilities Monitoring Boundaries are needed DMC needs to be unblinded and needs to
assess both benefit and risk