AREAS OF MAJOR STATISTICAL CONCERNS IN THE M01 STUDY - PowerPoint PPT Presentation

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AREAS OF MAJOR STATISTICAL CONCERNS IN THE M01 STUDY

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Overall Finding. PROBLEM 1: Strength of Evidence of Efficacy ... SUMMARY OF OVERALL (ITT POPULATION) FINDING ... METASTASIS SUBGROUP FINDING. PROBLEM 1: Absence ... – PowerPoint PPT presentation

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Title: AREAS OF MAJOR STATISTICAL CONCERNS IN THE M01 STUDY


1
AREAS OF MAJOR STATISTICAL CONCERNS IN THE M01
STUDY
  • Overall (ITT Population) Finding
  • Liver Metastasis Subgroup Finding

2
Overall Finding
  • PROBLEM 1 Strength of Evidence of Efficacy
  • PROBLEM 2 Multiple Survival Analyses
  • PROBLEM 3 Internal Consistency

3
PROBLEM 1 Strength of Evidence of Efficacy -
Results of Survival Analysis in ITT Population
4
PROBLEM 2 Multiple Survival Analyses
5
Adjusted Analyses
  • ICH E-9 Guidelines, Section 5.7 Subgroups,
    Interactions and Covariates
  • When the potential value of an adjustment is in
    doubt, it is often advisable to nominate the
    unadjusted analysis as the one for primary
    attention, the adjusted analysis being
    supportive.
  • In most cases, however, subgroup and
    interaction analyses are exploratory and should
    be clearly identified as such they should
    explore the uniformity of any treatment effects
    found overall.

6
SUMMARY OF OVERALL (ITT POPULATION) FINDING
  • The one randomized study (M01) conducted by the
    sponsor in metastatic melanoma patients
  • does not demonstrate convincing evidence of
    survival benefit with Histamine IL-2 treatment
    in the Overall ITT population.

7
LIVER METASTASIS SUBGROUP FINDING
  • PROBLEM 1 Absence of Overall Survival Benefit
  • PROBLEM 2 Imbalances and Multiplicity

8
PROBLEM 1 In the absence of overall survival
benefit, any subgroup advantage is questionable
  • ICH E-3 Guidelines Section 11.4.2.8
    Examination of Subgroups
  • These analyses are not intended to "salvage" an
    otherwise non-supportive study but may suggest
    hypotheses worth examining in other studies or be
    helpful in refining labelling information,
    patient selection, dose selection etc.

9
PROBLEM 2 Imbalances
  • Randomization not Stratified within the Liver
    Metastasis Subgroup of Patients .
  • Imbalances favoring Histamine IL-2 arm

10
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11
Adjusted Survival Analysis Model Selection
  • Sponsor Models Different models with different
    data cut off dates
  • FDA Model Consistent model, No selection - all
    characteristics with imbalances included.

12
ADJUSTED ANALYSES - Covariates specified in the
Statistical Plan submitted 11/18/99
13
Survival Analyses Adjusted for Imbalances in the
Liver Subgroup
P-value not adjusted for multiplicity. For
example Adjusting only for 2 primary hypotheses
testing P-value 0.1146 (9/8/00 data)
14
Survival Analyses Adjusted for Covariates in the
Liver Metastasis Subgroup
  • Results are sensitive to inclusion and exclusion
    of a covariate.
  • P-values not Adjusted for Multiplicity
  • - Multiple Subgroups
  • - Multiple Analyses
  • No Robustness To The Subgroup Findings.
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