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2 0 11 FA L L B I O M E T R I C S W E B I N A R S E R I E S




            The Role of Data Monitoring
                   Committees




Sept. 20, 2011 Presented by Ronald Kershner, Ph.D.
Ronald Kershner, Ph.D.
                                         Vice President, Biostatistics and Data
                                          Operations
                                         25+ years of clinical research experience
                                          – Includes over 24 NDAs in various therapeutic
                                            areas
                                          – Served on over 20 data monitoring committees
                                         Authored more than 30 publications and
                                          presentations with a recent focus on eClinical
                                          technologies and independent data
                                          monitoring committees
                                         Ph.D. in Statistics from Cornell University
2011 FALL BIOMETRICS WEBINAR SERIES
Today’s Topics
3

     1) Reasons for DMCs

     2) Roles, objectives and set-up for DMCs

     3) Operational considerations

     4) Statistical considerations: p-value adjustments

     5) Where companies get it wrong


    2011 FALL BIOMETRICS WEBINAR SERIES
Reasons for DMCs
             Ethics
             Insurance




2011 FALL BIOMETRICS WEBINAR SERIES
Reasons for DMCs: Ethics
5

        Oversight function to insure patient safety

        Monitor and be able to quickly react to any
         untoward safety events




    2011 FALL BIOMETRICS WEBINAR SERIES
Reasons for DMCs: Insurance
6

     Operational Issue
      Provide oversight function of study progress

      Insure study will have reasonable likelihood of
       achieving basic objectives
         –   Futility probability
        Early warning system for operational issues
         –   Critical design parameters
             –   Sample size considerations may warrant adaptive
                 design
        Stop early
         –   No efficacy or unacceptable safety
         –   Early, compelling, untoward, unexpected efficacy
    2011 FALL BIOMETRICS WEBINAR SERIES
Roles, Objectives and Set-up for
          DMCs
             DMC
             Executive Committee
             Data Analysis Center




2011 FALL BIOMETRICS WEBINAR SERIES
DMC Charter
8


        Define roles and
         responsibilities of
         DMC members

        Communication with
         Executive Committee

        Scope of data reviews

        Structure and timing of
         meetings


    2011 FALL BIOMETRICS WEBINAR SERIES
Committee Roles
9




     DMC                                  Executive Committee
        Review data tabulations             Responsible for study
         from ongoing clinical trial          oversight and conduct
        Deliberations are                   Membership: company,
         confidential                         investigators
        Make recommendations to             Decision makers
         Executive Committee




    2011 FALL BIOMETRICS WEBINAR SERIES
DMC Members
10


      Who to include:                      Who NOT to include:
         Independent clinical members        Company/sponsor/client
           – Therapeutic area experts         Study investigators
           – No vested interest in            Investigator’s company
             company or outcome of             contact
             trial                            Individuals who can change or
         Independent statistician             influence patient recruitment
                                              Individuals with data
                                               classification responsibilities
                                              Individuals who could control
                                               or change study design,
                                               objectives or planned
                                               analyses
     2011 FALL BIOMETRICS WEBINAR SERIES
Key Points
      Comparing the Committees
11




      DMC                                  Executive Committee
         Independent                         Company representation
         Access to data                      Investigator representation
         No decisions,                        (optional)
          recommendations to                  NO access to data
          Executive Committee                 Decision makers, based on
                                               recommendations from
                                               DMC



     2011 FALL BIOMETRICS WEBINAR SERIES
Number of Meetings
12

         Function of
          –   Recruitment rate
          –   Size of study


         Can be more frequent for AEs

         Conference calls, web conferences, or face-to
          face


     2011 FALL BIOMETRICS WEBINAR SERIES
DMC Meetings
13




      Open Sessions                    Closed Sessions      Minutes
         Executive                       DMC Only            Document
          Committee                       Unblinded data       deliberations
         DMC                              review              Confidentiality is
         No unblinded data                                     key




     2011 FALL BIOMETRICS WEBINAR SERIES
Assure Confidentiality of Interim
      Results
14

                           Case Study:
                             Sepsis

                      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

     2011 FALL BIOMETRICS WEBINAR SERIES
Data for DMC Member Review
15


      What information needs to be provided to the
      DMC members for meetings?

     ✓ Patient accounting
     a)

     ✓ Demographics/medical history
     b)
                                           ALL OF
     ✓ Enrollment summaries
     c)
                                           THESE
     ✓ AEs/SAEs – coded summaries
     d)

     ✓ Basic efficacy summaries
     e)

     2011 FALL BIOMETRICS WEBINAR SERIES
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

2011 FALL BIOMETRICS WEBINAR SERIES
Example: Lab Data
17

        Hematology, LFTs
        2-year study
        Lab panels every month
        6 LFTs X 24 visits = 144 displays
        Don’t use: Normal range shift tables? Change
         from baseline?
        Consider: Use 1 table to display any value
         outside a biologically significant boundary at any
         time
         –     Biologically significant = 3 or 4X upper limit or
               CDC toxicity level
     2011 FALL BIOMETRICS WEBINAR SERIES
Plan for Rapid Retrieval of
      Outcomes
18



      Important to minimize time lag between CRF at site versus in-
      house

      EDC                                  Paper CRFs
         Very helpful alternative to         Short forms, worksheets
          paper                               Phone calls
         Make sure data is entered           Working/temporary
          at the sites                         databases
                                              Help Desk support



     2011 FALL BIOMETRICS WEBINAR SERIES
Other Considerations
19

         Resource intensive process, particularly for
          paper CRFs
          –   Monitoring
          –   Programming
          –   Data Management
         Additional analysis requests based on DMC
          input and reviews
          –   More tables, ad hoc requests
              Should company be made aware?

     2011 FALL BIOMETRICS WEBINAR SERIES
Statistical Considerations:
          p-value Adjustments
             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




2011 FALL BIOMETRICS WEBINAR SERIES
P-value adjustments
21

         Multiple looks require an adjustment to the p-
          value

         Need to control overall Type I error rate

         Type I error = 0.05 for one look
                      = 0.14 for 5 looks
                      = 0.20 for 10 looks


     2011 FALL BIOMETRICS WEBINAR SERIES
Control type I error and maintain
      nominal 0.05 alpha for final
      analysis
22

      Interim analyses utilize p-values at levels of
      approx. 0.0001 at each look versus 0.05 at each
      look

      e.g., 6 interim analyses (6 looks):

               Final alpha = 0.05 – 6*0.0001 = 0.0494



     2011 FALL BIOMETRICS WEBINAR SERIES
Z Values for Clofibrate-Placebo
      Differences in Proportion of Deaths
      by Month
23




     2011 FALL BIOMETRICS WEBINAR SERIES
Key Points
24

         There are sound reasons to have a DMC
          monitor ongoing data

         P-value adjustments need to be made

         P-value adjustments for interim looks can be
          very small and final alpha can be maintained
          very near 0.05


     2011 FALL BIOMETRICS WEBINAR SERIES
Where Companies Get it Wrong
             Administrative analyses
             DMC for safety only
             Blinding the DMC




2011 FALL BIOMETRICS WEBINAR SERIES
Administrative Analyses
26

         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
     2011 FALL BIOMETRICS WEBINAR SERIES
Safety Only?
27



      Should DMCs be used for review of safety only?



     ✗ Yes
     a)                                        DMC needs access
                                            both efficacy and safety
     ✓ No
     b)                                    to assess risk and benefit




     2011 FALL BIOMETRICS WEBINAR SERIES
Restrict Monitoring for Safety Only
28

                           Case Study:
                              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



     2011 FALL BIOMETRICS WEBINAR SERIES
Restrict Monitoring for Safety Only
29




                                            Case Study:
                                               AMD
     2011 FALL BIOMETRICS WEBINAR SERIES
Restrict Monitoring for Safety Only
30

                          Case Study:
                             AMD



                      Results: only 1 of 2 studies
                       showed significance

                      Reason: high placebo response
                       rate




     2011 FALL BIOMETRICS WEBINAR SERIES
Blinding of Data
31



      Does the data need to be blinded for the DMC
      review?


     ✗ Yes
     a)                                       Not an FDA or ICH requirement
                                              Imposed by companies to:
                                                – “Prevent bias”
     ✓ No
     b)                                         – “Avoid over reaction to early
                                                  trends”



     2011 FALL BIOMETRICS WEBINAR SERIES
ICH E9
32




           Interim analysis requires unblinded access to
           treatment group assignments - 4.1



           Interim analysis …involves access to …
           unblinded data and results - 4.5




     2011 FALL BIOMETRICS WEBINAR SERIES
Controlling Bias…Overreaction
33

         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

     2011 FALL BIOMETRICS WEBINAR SERIES
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
2011 FALL BIOMETRICS WEBINAR SERIES
Upcoming Webinars
35

      Register at www.premier-research.com/webinars

      ▪ IVR/IWR…More than just Randomization
        11 October at 11:00 am EDT
        Speakers: Bruce Bailey and Ryan Michaud

      ▪ Streamlining Data Management Start-up
        15 November at 11:00 am EST
        Speaker: Cheryl Silva

      ▪ Strategies for Implementing CDISC
        13 December at11:00 am EST
        Speaker: Thomas Kalfas


     2011 FALL BIOMETRICS WEBINAR SERIES
Questions?
          Ronald Kershner, Ph.D.
          Vice President, Biostatistics and Data Operations

          Centre Square West
          1500 Market Street, Suite 3500
          Philadelphia, PA 19102

          Telephone: 215.282.5444
          ron.kershner@premier-research.com


2011 FALL BIOMETRICS WEBINAR SERIES

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The Role of Data Monitoring Committees 

  • 1. 2 0 11 FA L L B I O M E T R I C S W E B I N A R S E R I E S The Role of Data Monitoring Committees Sept. 20, 2011 Presented by Ronald Kershner, Ph.D.
  • 2. Ronald Kershner, Ph.D.  Vice President, Biostatistics and Data Operations  25+ years of clinical research experience – Includes over 24 NDAs in various therapeutic areas – Served on over 20 data monitoring committees  Authored more than 30 publications and presentations with a recent focus on eClinical technologies and independent data monitoring committees  Ph.D. in Statistics from Cornell University 2011 FALL BIOMETRICS WEBINAR SERIES
  • 3. Today’s Topics 3 1) Reasons for DMCs 2) Roles, objectives and set-up for DMCs 3) Operational considerations 4) Statistical considerations: p-value adjustments 5) Where companies get it wrong 2011 FALL BIOMETRICS WEBINAR SERIES
  • 4. Reasons for DMCs  Ethics  Insurance 2011 FALL BIOMETRICS WEBINAR SERIES
  • 5. Reasons for DMCs: Ethics 5  Oversight function to insure patient safety  Monitor and be able to quickly react to any untoward safety events 2011 FALL BIOMETRICS WEBINAR SERIES
  • 6. Reasons for DMCs: Insurance 6 Operational Issue  Provide oversight function of study progress  Insure study will have reasonable likelihood of achieving basic objectives – Futility probability  Early warning system for operational issues – Critical design parameters – Sample size considerations may warrant adaptive design  Stop early – No efficacy or unacceptable safety – Early, compelling, untoward, unexpected efficacy 2011 FALL BIOMETRICS WEBINAR SERIES
  • 7. Roles, Objectives and Set-up for DMCs  DMC  Executive Committee  Data Analysis Center 2011 FALL BIOMETRICS WEBINAR SERIES
  • 8. DMC Charter 8  Define roles and responsibilities of DMC members  Communication with Executive Committee  Scope of data reviews  Structure and timing of meetings 2011 FALL BIOMETRICS WEBINAR SERIES
  • 9. Committee Roles 9 DMC Executive Committee  Review data tabulations  Responsible for study from ongoing clinical trial oversight and conduct  Deliberations are  Membership: company, confidential investigators  Make recommendations to  Decision makers Executive Committee 2011 FALL BIOMETRICS WEBINAR SERIES
  • 10. DMC Members 10 Who to include: Who NOT to include:  Independent clinical members  Company/sponsor/client – Therapeutic area experts  Study investigators – No vested interest in  Investigator’s company company or outcome of contact trial  Individuals who can change or  Independent statistician influence patient recruitment  Individuals with data classification responsibilities  Individuals who could control or change study design, objectives or planned analyses 2011 FALL BIOMETRICS WEBINAR SERIES
  • 11. Key Points Comparing the Committees 11 DMC Executive Committee  Independent  Company representation  Access to data  Investigator representation  No decisions, (optional) recommendations to  NO access to data Executive Committee  Decision makers, based on recommendations from DMC 2011 FALL BIOMETRICS WEBINAR SERIES
  • 12. Number of Meetings 12  Function of – Recruitment rate – Size of study  Can be more frequent for AEs  Conference calls, web conferences, or face-to face 2011 FALL BIOMETRICS WEBINAR SERIES
  • 13. DMC Meetings 13 Open Sessions Closed Sessions Minutes  Executive  DMC Only  Document Committee  Unblinded data deliberations  DMC review  Confidentiality is  No unblinded data key 2011 FALL BIOMETRICS WEBINAR SERIES
  • 14. Assure Confidentiality of Interim Results 14 Case Study: Sepsis  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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 15. Data for DMC Member Review 15 What information needs to be provided to the DMC members for meetings? ✓ Patient accounting a) ✓ Demographics/medical history b) ALL OF ✓ Enrollment summaries c) THESE ✓ AEs/SAEs – coded summaries d) ✓ Basic efficacy summaries e) 2011 FALL BIOMETRICS WEBINAR SERIES
  • 16. 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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 17. Example: Lab Data 17  Hematology, LFTs  2-year study  Lab panels every month  6 LFTs X 24 visits = 144 displays  Don’t use: Normal range shift tables? Change from baseline?  Consider: Use 1 table to display any value outside a biologically significant boundary at any time – Biologically significant = 3 or 4X upper limit or CDC toxicity level 2011 FALL BIOMETRICS WEBINAR SERIES
  • 18. Plan for Rapid Retrieval of Outcomes 18 Important to minimize time lag between CRF at site versus in- house EDC Paper CRFs  Very helpful alternative to  Short forms, worksheets paper  Phone calls  Make sure data is entered  Working/temporary at the sites databases  Help Desk support 2011 FALL BIOMETRICS WEBINAR SERIES
  • 19. Other Considerations 19  Resource intensive process, particularly for paper CRFs – Monitoring – Programming – Data Management  Additional analysis requests based on DMC input and reviews – More tables, ad hoc requests Should company be made aware? 2011 FALL BIOMETRICS WEBINAR SERIES
  • 20. Statistical Considerations: p-value Adjustments  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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 21. P-value adjustments 21  Multiple looks require an adjustment to the p- value  Need to control overall Type I error rate  Type I error = 0.05 for one look = 0.14 for 5 looks = 0.20 for 10 looks 2011 FALL BIOMETRICS WEBINAR SERIES
  • 22. Control type I error and maintain nominal 0.05 alpha for final analysis 22 Interim analyses utilize p-values at levels of approx. 0.0001 at each look versus 0.05 at each look e.g., 6 interim analyses (6 looks): Final alpha = 0.05 – 6*0.0001 = 0.0494 2011 FALL BIOMETRICS WEBINAR SERIES
  • 23. Z Values for Clofibrate-Placebo Differences in Proportion of Deaths by Month 23 2011 FALL BIOMETRICS WEBINAR SERIES
  • 24. Key Points 24  There are sound reasons to have a DMC monitor ongoing data  P-value adjustments need to be made  P-value adjustments for interim looks can be very small and final alpha can be maintained very near 0.05 2011 FALL BIOMETRICS WEBINAR SERIES
  • 25. Where Companies Get it Wrong  Administrative analyses  DMC for safety only  Blinding the DMC 2011 FALL BIOMETRICS WEBINAR SERIES
  • 26. Administrative Analyses 26  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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 27. Safety Only? 27 Should DMCs be used for review of safety only? ✗ Yes a) DMC needs access both efficacy and safety ✓ No b) to assess risk and benefit 2011 FALL BIOMETRICS WEBINAR SERIES
  • 28. Restrict Monitoring for Safety Only 28 Case Study: 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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 29. Restrict Monitoring for Safety Only 29 Case Study: AMD 2011 FALL BIOMETRICS WEBINAR SERIES
  • 30. Restrict Monitoring for Safety Only 30 Case Study: AMD  Results: only 1 of 2 studies showed significance  Reason: high placebo response rate 2011 FALL BIOMETRICS WEBINAR SERIES
  • 31. Blinding of Data 31 Does the data need to be blinded for the DMC review? ✗ Yes a)  Not an FDA or ICH requirement  Imposed by companies to: – “Prevent bias” ✓ No b) – “Avoid over reaction to early trends” 2011 FALL BIOMETRICS WEBINAR SERIES
  • 32. ICH E9 32 Interim analysis requires unblinded access to treatment group assignments - 4.1 Interim analysis …involves access to … unblinded data and results - 4.5 2011 FALL BIOMETRICS WEBINAR SERIES
  • 33. Controlling Bias…Overreaction 33  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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 34. 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 2011 FALL BIOMETRICS WEBINAR SERIES
  • 35. Upcoming Webinars 35 Register at www.premier-research.com/webinars ▪ IVR/IWR…More than just Randomization 11 October at 11:00 am EDT Speakers: Bruce Bailey and Ryan Michaud ▪ Streamlining Data Management Start-up 15 November at 11:00 am EST Speaker: Cheryl Silva ▪ Strategies for Implementing CDISC 13 December at11:00 am EST Speaker: Thomas Kalfas 2011 FALL BIOMETRICS WEBINAR SERIES
  • 36. Questions? Ronald Kershner, Ph.D. Vice President, Biostatistics and Data Operations Centre Square West 1500 Market Street, Suite 3500 Philadelphia, PA 19102 Telephone: 215.282.5444 ron.kershner@premier-research.com 2011 FALL BIOMETRICS WEBINAR SERIES