Biostatistics - PowerPoint PPT Presentation

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Biostatistics

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There is an overall 6% false positive rate, for both endpoints combined, for a ... effect (because of the 10% false positive observed change at the patient level) ... – PowerPoint PPT presentation

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Title: Biostatistics


1
Biostatistics
  • Dr. Larry Rubinstein,
  • National Cancer Institute

2
Phase 0 Trial Statistics for PD Assay
  • Endpoints are PD assay, baseline (ideally, just
    before Tx) vs. post-Tx, in tumor tissue and in
    blood
  • Baseline measures 1 pre-treatment tumor biopsy
    measurement and at least 3 pre-treatment blood
    measurements (ideally, taken over the baseline to
    post-Tx time span) per patient
  • 1 post-Tx measurement used as primary endpoint
    for tumor and blood (at same time post-Tx)
  • Declare significant Tx-related change, for an
    individual patient, for observed 2-fold change
    combined with 90 statistical confidence of a
    true difference (10 false positive rate)
  • For blood this is 1.8 x intra-pt pre-Tx SD
  • For tumor tissue this is 1.8 x inter-pt pre-Tx SD

3
Minimal Phase 0 Trial Design
  • Accrue 3 patients to each of the dose levels
  • For either endpoint, tumor or blood, significant
    Tx-related response for a dose is defined as
    significant change for at least 2 patients out of
    the 3
  • For a dose, if there is 80 likelihood of
    observing change at the patient level, there is
    90 power to detect significant response for the
    dose level
  • There is an overall 6 false positive rate, for
    both endpoints combined, for a dose level with no
    biologic effect (because of the 10 false
    positive observed change at the patient level)

4
Enhanced Phase 0 Trial Design
  • There may be a need to detect a lower rate of
    response per dose leveluse a 2-stage design
  • Accrue 3-5 patients per dose level, allowing for
    the expansion of a cohort to 5 patients if the
    results are not definitive for the initial 3
  • Declare significant change, for an individual
    patient, for an observed 2-fold change combined
    with 95 statistical confidence of a true
    difference
  • For tumor tissue this is 2.3 x inter-patient
    pre-Tx SD
  • For blood this is 2.3 x intra-pt pre-Tx SD

5
Enhanced Phase 0 Trial Design Details
  • Accrue 3 patients to each dose level
  • If a significant change is observed for exactly
    1 patient, for either endpoint, expand the dose
    to 5 patients
  • For either endpoint, significant Tx-related
    response for a dose, for cohort size 3 or 5, is
    defined as significant change for at least 2 pts
  • For a dose, if there is 60 likelihood of
    observing change at the patient level, there is
    89 power to detect significant response for the
    dose level
  • There is an overall 4 false-positive rate, for
    both endpoints combined, for a dose level with no
    biologic effect (because of the 5 false-
    positive observed change at the patient level)

6
The Next Speaker isDr. Holly Taylor
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