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FDA/INDUSTRY STATISTICS WORKSHOP:
     Washington, D.C. Sept. 29, 2006

 Statistical Issues in Medical Device
                 Trials

             George Koustenis, FDA-CDRH
             David Breiter, Boston Scientific
             Roseann White, Abbott Vascular
             George Woodworth, Univ. of Iowa
 2008/2/27                                      1
The Use of Objective Performance Criteria
(OPC) in Medical Device Evaluation

                FDA/Industry Statistics Workshop
                      September 29, 2006
                       Washington, D.C.

                        George Koustenis
                      Division of Biostatistics
              Office of Surveillance and Biometrics
2008/2/27
            Center for Devices and Radiological Health   2
               U.S. Food and Drug Administration
OBJECTIVE

    The purpose of this presentation is
    to provide a brief introduction to the
    possible use of Objective
    Performance Criteria (OPC) in the
    evaluation of medical devices during
    the regulatory approval process.

2008/2/27                                    3
DEFINITION OF OPC
    Fixed Target(s)
    Objective and Meaningful Standard
    Provides Comparison in Evaluating Safety
    and Effectiveness
    Usually a Rate
    Surrogate for Control Group
    Benchmark for Minimally Acceptable
    Values
    Not a Control Group
2008/2/27                                  4
CONTROLS
    Standard Comparison for an
    Experimental Treatment
    Group of Patients with Same
    Condition, Demographics, &
    Prognostic Values
    By Controlling for as Many Variables
    as Possible – Any Differences are
    Presumed Due to New Intervention

2008/2/27                                  5
TYPES OF CONTROLS
    Concurrent Randomized Controlled Trial
    (RCT)
    The Gold Standard
    Effectively Minimizes Bias
    Effectively Balances Demographics &
    Unknowns
    Supports Basic Assumptions of Standard
    Statistical Methodology


2008/2/27                                    6
Historical Controls
    Compares Current Therapy & Patients
    Against Others Studied in Previous
    Investigations
    Not Randomized to Current Conditions
    May Be Too Far Removed in Time
    Very Difficult to Validate the Data from
    Historical Trials
    Tend to Produce More Positive Results

2008/2/27                                      7
ESTIMATES OF OPC’S
    Necessarily Driven by Historical Data
    Requires Appropriate Pooling of
    Different Investigations
    OPC’s Inherit All of Problems Seen
    with Historical Controls
    Even Sophisticated
    Pooling/Analytical Techniques
    Cannot Eliminate Basic Problems
2008/2/27                               8
USE OF OPC’s In CDRH
    Some Current Use of OPC’s
    Cardiac Ablation Catheters
    Replacement Heart Valves
    Ophthalmics
    Hip Replacement Systems



2008/2/27                        9
USE OF OPC’s In DEVICE
TRIALS
    Given that the use of OPC represents
    a significant departure from the
    standard scientific approach to the
    design and analysis of medical
    device clinical trials, the question
    now becomes: when might it be
    appropriate to use this type of non-
    control comparison in the medical
    device approval process?
2008/2/27                              10
CITED ADVANTAGES Of OPC’s

    Smaller Sample Size
    Standard Value for All Sponsors
    Save Time and Money
    Easier to Execute
    I.E. – “Least Burdensome”



2008/2/27                             11
DISADVANTAGES Of OPC’s
    All the Problems Associated with
    Historical Controls
    Problems with Validity of Data & Analysis
    Problems with Advances in Practice of
    Medicine
    May be Disagreement on Final OPC Value
    Problems with Single Arm Trials
    Selection Bias
    May Not See Pre-Post Benefits
2008/2/27                                       12
DISADVANTAGES Of OPC’s
    May Not Be Least Burdensome
    Smaller Sample Size? N=100 or 150?
    Time and Resource Intensive to Develop
    Sets a Minimum Standard
    Superiority?
    Older and Older Data
    Protect and Promote the Public Health?

2008/2/27                                    13
WHEN MIGHT OPC’s Be USED?

    History of OPC’s in Medical Devices

    Non-Experimental or Quasi-
    Experimental Designs May be Valid
    in Certain Situations



2008/2/27                                 14
MINIMUM REQUIREMENTS
WHEN OPC’s MIGHT Be USED
    Great Deal is Known About the
    Natural History of the Disease or
    Condition
    Underlying Patient Population is Well
    Described & Relatively Stable
    Extensive Clinical History &
    Experience with This Device

2008/2/27                               15
MINIMUM REQUIREMENTS
WHEN OPC’s MIGHT Be USED
(cont.)
    Stable and Well Known Standard of Care
    Appropriate Ancillary Technology is
    Relatively Stable
    No Significant New Questions of Safety or
    Effectiveness
    Consensus Among FDA, Industry, Clinical,
    Academic and Patient Communities
    Expectation of Significantly Positive
    Treatment Effect

2008/2/27                                   16
HOW SHOULD OPC’s BE
DERIVED?
    Data Driven
    Rigorous And Scientifically Valid
    Methodologies
    Valid Databases
    Appropriate Statistical Modeling
    Appropriately Designed and Powered
    Pivotal Trial
    Periodical Re-Evaluation and Updating the
    OPC’s
2008/2/27                                   17
OTHER IMPORTANT OPC
ISSUES
    All Parties Must Have a Clear
    Understanding of the OPC in Medical
    Device Trials – Success and Failure
    OPC’s Already in Limited Use in Device
    Trials
    No Current General Policy of OPC Use in
    CDRH
    Need for Comprehensive, Coherent, and
    Consistent OPC Policy for Device Trials

2008/2/27                                     18
WHAT SHOULD THIS POLICY
CONTAIN?
    Clear Definitions of All Appropriate Terms
    Established Guidance on Minimum Standards for
    a Device or Device Class
    Specific Roles Played by FDA, Industry, Clinical
    Community, Academia and Other Interested
    Parties
    Provisions for Periodic Updating of OPC
    Specific Guidance on Methodology to Derive an
    OPC
    Unambiguous Policy Regarding Failure to Meet
    OPC
2008/2/27                                          19
SUMMARY

     An introduction to the history and use of
     Objective Performance Criteria (OPC) in medical
     device evaluation
     Advantages and disadvantages of OPC’s
     When and how OPC might be used & developed
     Discussed the need for developing a CDRH policy
     regarding use of OPC in medical device trials
     General outline of this policy is presented in an
     effort to begin dialogue between CDRH, industry,
     clinical community & other interested parties

2008/2/27                                           20
REFERENCES

    Please see accompanying brief
    commentary

    Request electronic copy from
    george.koustenis@fda.hhs.gov


2008/2/27                           21
Q&A




2008/2/27   22

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Statistical Issues In Medical Device Trials

  • 1. FDA/INDUSTRY STATISTICS WORKSHOP: Washington, D.C. Sept. 29, 2006 Statistical Issues in Medical Device Trials George Koustenis, FDA-CDRH David Breiter, Boston Scientific Roseann White, Abbott Vascular George Woodworth, Univ. of Iowa 2008/2/27 1
  • 2. The Use of Objective Performance Criteria (OPC) in Medical Device Evaluation FDA/Industry Statistics Workshop September 29, 2006 Washington, D.C. George Koustenis Division of Biostatistics Office of Surveillance and Biometrics 2008/2/27 Center for Devices and Radiological Health 2 U.S. Food and Drug Administration
  • 3. OBJECTIVE The purpose of this presentation is to provide a brief introduction to the possible use of Objective Performance Criteria (OPC) in the evaluation of medical devices during the regulatory approval process. 2008/2/27 3
  • 4. DEFINITION OF OPC Fixed Target(s) Objective and Meaningful Standard Provides Comparison in Evaluating Safety and Effectiveness Usually a Rate Surrogate for Control Group Benchmark for Minimally Acceptable Values Not a Control Group 2008/2/27 4
  • 5. CONTROLS Standard Comparison for an Experimental Treatment Group of Patients with Same Condition, Demographics, & Prognostic Values By Controlling for as Many Variables as Possible – Any Differences are Presumed Due to New Intervention 2008/2/27 5
  • 6. TYPES OF CONTROLS Concurrent Randomized Controlled Trial (RCT) The Gold Standard Effectively Minimizes Bias Effectively Balances Demographics & Unknowns Supports Basic Assumptions of Standard Statistical Methodology 2008/2/27 6
  • 7. Historical Controls Compares Current Therapy & Patients Against Others Studied in Previous Investigations Not Randomized to Current Conditions May Be Too Far Removed in Time Very Difficult to Validate the Data from Historical Trials Tend to Produce More Positive Results 2008/2/27 7
  • 8. ESTIMATES OF OPC’S Necessarily Driven by Historical Data Requires Appropriate Pooling of Different Investigations OPC’s Inherit All of Problems Seen with Historical Controls Even Sophisticated Pooling/Analytical Techniques Cannot Eliminate Basic Problems 2008/2/27 8
  • 9. USE OF OPC’s In CDRH Some Current Use of OPC’s Cardiac Ablation Catheters Replacement Heart Valves Ophthalmics Hip Replacement Systems 2008/2/27 9
  • 10. USE OF OPC’s In DEVICE TRIALS Given that the use of OPC represents a significant departure from the standard scientific approach to the design and analysis of medical device clinical trials, the question now becomes: when might it be appropriate to use this type of non- control comparison in the medical device approval process? 2008/2/27 10
  • 11. CITED ADVANTAGES Of OPC’s Smaller Sample Size Standard Value for All Sponsors Save Time and Money Easier to Execute I.E. – “Least Burdensome” 2008/2/27 11
  • 12. DISADVANTAGES Of OPC’s All the Problems Associated with Historical Controls Problems with Validity of Data & Analysis Problems with Advances in Practice of Medicine May be Disagreement on Final OPC Value Problems with Single Arm Trials Selection Bias May Not See Pre-Post Benefits 2008/2/27 12
  • 13. DISADVANTAGES Of OPC’s May Not Be Least Burdensome Smaller Sample Size? N=100 or 150? Time and Resource Intensive to Develop Sets a Minimum Standard Superiority? Older and Older Data Protect and Promote the Public Health? 2008/2/27 13
  • 14. WHEN MIGHT OPC’s Be USED? History of OPC’s in Medical Devices Non-Experimental or Quasi- Experimental Designs May be Valid in Certain Situations 2008/2/27 14
  • 15. MINIMUM REQUIREMENTS WHEN OPC’s MIGHT Be USED Great Deal is Known About the Natural History of the Disease or Condition Underlying Patient Population is Well Described & Relatively Stable Extensive Clinical History & Experience with This Device 2008/2/27 15
  • 16. MINIMUM REQUIREMENTS WHEN OPC’s MIGHT Be USED (cont.) Stable and Well Known Standard of Care Appropriate Ancillary Technology is Relatively Stable No Significant New Questions of Safety or Effectiveness Consensus Among FDA, Industry, Clinical, Academic and Patient Communities Expectation of Significantly Positive Treatment Effect 2008/2/27 16
  • 17. HOW SHOULD OPC’s BE DERIVED? Data Driven Rigorous And Scientifically Valid Methodologies Valid Databases Appropriate Statistical Modeling Appropriately Designed and Powered Pivotal Trial Periodical Re-Evaluation and Updating the OPC’s 2008/2/27 17
  • 18. OTHER IMPORTANT OPC ISSUES All Parties Must Have a Clear Understanding of the OPC in Medical Device Trials – Success and Failure OPC’s Already in Limited Use in Device Trials No Current General Policy of OPC Use in CDRH Need for Comprehensive, Coherent, and Consistent OPC Policy for Device Trials 2008/2/27 18
  • 19. WHAT SHOULD THIS POLICY CONTAIN? Clear Definitions of All Appropriate Terms Established Guidance on Minimum Standards for a Device or Device Class Specific Roles Played by FDA, Industry, Clinical Community, Academia and Other Interested Parties Provisions for Periodic Updating of OPC Specific Guidance on Methodology to Derive an OPC Unambiguous Policy Regarding Failure to Meet OPC 2008/2/27 19
  • 20. SUMMARY An introduction to the history and use of Objective Performance Criteria (OPC) in medical device evaluation Advantages and disadvantages of OPC’s When and how OPC might be used & developed Discussed the need for developing a CDRH policy regarding use of OPC in medical device trials General outline of this policy is presented in an effort to begin dialogue between CDRH, industry, clinical community & other interested parties 2008/2/27 20
  • 21. REFERENCES Please see accompanying brief commentary Request electronic copy from george.koustenis@fda.hhs.gov 2008/2/27 21