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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
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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