How to improve the reliability of Single Arm Trials€¦ · How to improve the reliability of...
Transcript of How to improve the reliability of Single Arm Trials€¦ · How to improve the reliability of...
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How to improve the reliability
of Single Arm Trials
Paolo Bruzzi
Clinical Epidemiology Unit
IRCCS San Martino-IST - National Cancer Research Institute
Genoa - ITALY
Workshop on Single Arm Trials in Oncology Products
EMA, London, June 30, 2016
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Focus of the presentation
Experimental studies
aimed at evaluating the
efficacy (phase III)
of cancer drugs
without a randomized
control group
Not discussed
Observational studies
Phase I and II, dose finding,
proof of principle
Other treatments, other diseases
Classical RCT’s, (Cluster trials?
Crossover trials?)
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Single Arm Trials
a) Without a control group
b) With a (or >1) control group
- Historical
- Concurrent
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Single Arm Trials
a) Without a control group
Absolute benefit = “success” rate
(e.g. % of Responses, of long-term survivors, etc.)
- Breakthrough drugs (e.g. Gleevec in GIST)
- Otherwise unreliable (large variations)
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Response Rate in RCT’s of standard
& dose dense Anthracyclines in MBC
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Kaplan-Meier estimates of overall survival in patients treated with ipilimumab plus dacarbazine (DTIC) or placebo plus DTIC in phase III CA184-024 study.
Michele Maio et al. JCO doi:10.1200/JCO.2014.56.6018
©2015 by American Society of Clinical Oncology
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Metastatic Melanoma, DTIC/Plat./IF +/-
IL2 - 2005 (Keilholz EU)
Median OS =
9 mo.s
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RCT’s in Metastatic Melanoma
(control group)
Year Author - Treatment Median
OS
(months)
HR
2001 DTIC, Young 4 1
2004 DTIC, Avril 5.6 0.71
2002 PoliCT, Ridolfi 9.5 0.42
2005 PoliCT, Keilholz 9 0.44
2011 DTIC, Robert 9.1 0.44
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Stacchiotti JCO 2012 Phase II of Imatinib in Chordoma
- Uncontrolled, 14 centers
- 56 patients in 18 mos
- PD > 30 events (Median PFS = 9 months)
- OS ≈ 25 events (Median OS = 35 months)
• Response Rate
– CR: 0
– PR: 1/50 (2%),
– SD: 35 (70%)
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Stacchiotti JCO 2012 Phase II of Imatinib in Chordoma
Conclusions: “…confirms that imatinib has some
antitumor activity in chordoma. … The lack of
RECIST responses and the potentially slow
natural course of the disease … do not allow us
to affirm that this treatment is effective”
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How to improve the reliability of
Single Arm Trials
1. A control group should be available for
comparison (and considered in study design)
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Single Arm trials
a) Without a control group
b) With a control group
- Historical
- Concurrent
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Randomized Clinical Trial
Outcome
Experimental
Outcome
Control
RANDOM
'TARGET' Population
Statistical Comparison
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Single Arm Trial
Outcome
Experimental
Outcome
Control
Period, Center,
Doctor, Patient
'TARGET' Population
Statistical Comparison
Unbiased assessment?
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Unbiased assessment of outcome
• Hard Endpoint = Overall Survival
• Soft endpoint (RR, PFS, RFS, etc.)
– Valid Surrogate?
– Unbiased (or comparable) assessment in different
periods, centers, etc.?
Blinded review of endpoints (feasible and effective?)
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How to improve the reliability of
Single Arm Trials
1. A control group should be available for
comparison (and considered in study design)
2. The study endpoint should be OS. Otherwise a
bias must be always suspected
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Single Arm Trial
Outcome
Experimental
Outcome
Control
Period, Center,
Doctor, Patient
'TARGET' Population
Statistical Comparison
Comparable?
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Problems with historical controls
• Biological Variability (e.g. endomet. C., breast c.)
• Selection Criteria (Clinical Center, Period ,
Specialists)
• Support (availability of other specialists,
compliance to therapy, toxicity etc.)
• Disease Stage at diagnosis (earlier diagnosis,
technologies)
• Stage Migration (Will Rogers’ phenomenon)
Statistical adjustements
ineffective
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
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Genoa Cancer Registry – Cases of
Incident Colon Cancer
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Genoa Cancer Registry – Cases of
Incident Colon Cancer
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
HR = 0.40
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
HR = 0.59
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
HR = 0.56
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
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Genoa Cancer Registry
Colorectal cancer - 5 yrs Survival
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5-years-survival in control groups from
two consecutive RCT’s in early BC
• Peripost (85-92): Control group: 12 cycles - CEF21
• MIG1 (92-95): Control group: 6 Cycles CEF21
Same therapy, same selection criteria, largely same
centers
Sertoli, JCO 1995 - Venturini, JNCI 2005
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Peripost: 5-yrs OS = 84% (12 cycles CEF21)
MIG1: 5 yrs OS = 88% (6 cycles CEF21)
Hazard Ratio: 0.73
Risk Reduction : 27%
Same therapy, same selection criteria, largely same centers
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How to improve the reliability of
Single Arm Trials
1. A control group should be available for
comparison (and considered in study design)
2. The study endpoint should be OS. Otherwise a
bias must be always suspected
3. Historical trends in survival must be
accounted for (concurrent controls?)
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Problems with Concurrent Controls
• Where? (Same centers/Other centers?)
• How? (Diagnostic (molecular)/staging
procedures? Informed consent?)
• (Sample Size?)
a) Natural (cluster) experiments
b) Registries?
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a) Natural (cluster) experiments
Adrenocortical carcinoma, rare tumor, grim prognosis
Adjuvant therapy after resection? Efficacy Unknown
Eight tertiary referral centers for ACC in Italy, 4
routinely used adjuvant Mitotane, 4 never used it
(Control group 1)
Control group 2 : All cases included in the German
ACC Registry (adjuvant therapy never used)
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Adjuvant Mitotane in adrenocortical Carc.
Mitotane: All
resected pts
receiving. Adjuv.
Mitotane
Control 1: Pts
from Italian
Centers not using
adjuv. Mitotane
Control 2: Pts
from German
centers (Mitot.
never used) (Terzolo M, NEJM
2007)
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b) Registries
1. Population based (Cancer Registries)
Pro’s
- Unselected, representative series of patients
- Historical trends assessable
Con’s
- Poorly diagnosed and staged
- Molecular Classification
- Heterogeneous therapies
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Registries
2. Institution based (Hospital Registries)
Pro’s
- Thoroughly diagnosed and staged
- Molecular Classification
- All outcomes assessed
Con’s
- Selected series of patients (referral patterns?)
- Historical trends not assessable
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Registries
3. Disease based (one disease, many institutions)
Pro’s
- Thoroughly diagnosed and staged
- Molecular Classification
- All outcomes assessed
- Historical trends assessable
Con’s
- Selection bias ? (Population coverage)
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Italian Neuroblastoma Registry
• Population based (Italy)
• Acceptable Coverage (>80%)
• Centralised pathology & molecular biology
• Long term follow-up data
• Homogeneous treatment protocols
• Historical trends evaluable
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1985-97: Three Consecutive protocols of the
Italian Neuroblastoma Cooperative Group
A -> B: Intensification; B -> C: more drugs
A
C B
B. De Bernardi JCO 2003
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Conclusion: The therapeutic modifications
adopted in the ICGNB-89 and ICGNB-92
protocols were not associated with a significant
improvement in response rate or in the 5-year
OS and EFS as compared with the ICGNB-85
protocol.
Attempts at intensifying chemotherapy were
associated with greater toxicity
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How to improve the reliability of
Single Arm Trials
1. A control group should be available for
comparison (and considered in study design)
2. The study endpoint should be OS. Otherwise a
bias must be always suspected
3. Historical trends in survival must be
accounted for (concurrent controls?)
4. Prospectively planned comparisons with
appropriate registry data may be very useful
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Study Designs of single arm trials
• True prospective cohort studies, where the
comparison is between centers participating/not
participating to the trial of the new drug
• Single arm trials nested into population or
disease registries
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Study design to assess the efficacy of a
new drug with an external control group
• The drug is introduced into a group of patients
selected from a registry of incident cases
• (A control group of patients with similar
characteristics is identified in the same registry)
• Historical trends in prognosis are estimated
• A sudden change in prognosis following the
introduction of the new drug is expected only
among eligible patients
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OS by stage (mutation, etc.) over time
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OS by stage over time
Increase in OS
due to Will
Roger’s &
other biases
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OS by stage over time
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OS by stage over time
Pts receiving the
new drug
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Requirements
• Blinded review of selection criteria and
prognostic factors to ensure comparability
• Analysis resembles that of a randomised
trial (Intention to treat, Consort Chart, etc.)
• Comparison is with “expected” OS based
on historical trends or/and OS observed in
centers not participating to the trial
• Limited Reliance on statist. adjustments
(multivariate analyses, propensity score)
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Question
Positive evidence of a study of this kind
would be deemed sufficient for registration of
a new drug?
If yes, the establishment of prospective
disease registries with adequate clinical and
molecular data/material is a priority,
particularly in cancer conditions where RCT’s
are problematic (grim prognosis, rarity, etc.)
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Single Arm Trial: not a shortcut to
registration • Rationale
• Primary Aim
• Design
• Endpoint-Masking
• Selection Criteria
• Randomization
• Treatment Protocol
• Statistical Plan
• Interpretation of Results
Treated and untreated
patients are comparable?
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Conclusion
In rare cancers, we should not forget what
we’ve learnt from frequent tumors