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Adaptive Designs to Demonstrate Risk Reduction in Cardiovascular Outcome Trials A Case Study of the EXAMINE Trial. Cyrus Mehta Ph.D. and Lingyun Liu Ph.D Cytel Inc., Cambridge MA. The EXAMINE Trial. Multicenter randomized double blind placebo controlled study of Alogliptin a DPP4 inhibitor
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Adaptive Designs to Demonstrate Risk Reduction in Cardiovascular Outcome TrialsA Case Study of the EXAMINE Trial Cyrus Mehta Ph.D. and Lingyun Liu Ph.D Cytel Inc., Cambridge MA
The EXAMINE Trial • Multicenter randomized double blind placebo controlled study of Alogliptin a DPP4 inhibitor • Designed to rule out excess risk of CV outcomes in very high risk T2DM patients • Primary Endpoint: composite of first occurrence of CV death, MI or stroke (MACE) • FDA Guidance: estimate upper bound of 95% RCI for the hazard ratio of Alogliptin/Placebo • if < 1.8: submit pre-marketing NDA for alogliptin • if < 1.3: CV safety demonstrated FDA and Industry: September 23, 2014
EXAMINE: Group Sequential Design • O’Brien-Fleming spending function • Sample size: 5400 • Events: 150 for 1.8 and 650 for 1.3 • Enrolment 2 years • Trial duration 4.25 years • 94% power for 1.8 for true HR=1 • 91% power for 1.3 for true HR=1 • Only 53% power to claim superiority if true HR=0.85 FDA and Industry: September 23, 2014
EXAMINE: Study Results • Total enroll: 5383 • IA1: 83 events • Upper bound of RCI: 1.51 • Submitted NDA • IA2: 550 events • HR: 0.96 • Upper bound RCI: 1.17 • Stopped to claim non-inferiority • White et. al. published in NEJM Trial could have continued to 650 events in hopes of showing superiority Why stop at 550 and accept a non-inferiority claim? FDA and Industry: September 23, 2014
Trial was underpowered for Superiority Sample size requirements for a trial powered to show superiority (assumes 2 years accrual and 3 additional years of follow-up) • Deterrents to an up-front superiority design • Don’t know what HR to target • HR = 0.8 unlikely • HR > 0.85 leads to very large trial with high risk of failure FDA and Industry: September 23, 2014
The Risks of Powering Up-Front for Superiority • SAVOR-TIMI Trial (NEJM 2013) • Designed up front for superiority • Planned for 1040 events and 16,500 patients • 85% power to detect HR=0.83 • O’Brien-Fleming boundary at 50% information • After enrolling 16,492 patients with 2.1 years median follow-up and 1222 MACE events, the trial failed to show superiority • Could have designed a smarter trial! FDA and Industry: September 23, 2014
Less risky to allow switching from NI to Superiority objective at interim analysis • Power for non-inferiority with 650 events and 5400 patients • At interim analysis (IA-550), re-power for superiority by increasing the number of events and sample size provided: • NI criterion is met (RCI bound < 1.3) • CP(Sup) is in a “promising zone” FDA and Industry: September 23, 2014
Decision Rules at Interim Analysis FDA and Industry: September 23, 2014
The Path to an Adaptive Switch FDA and Industry: September 23, 2014
Criteria for adaptive increase of events and sample size FDA and Industry: September 23, 2014
Zones for Decision Making to Claim Superiority after NI Boundary is Crossed Stop and claim NI: CP(sup)<20% Unfavorable Zone: 20% ≤CP(sup)<50% Carry on with no change Promising Zone: 50% <CP(sup)≤90% Double the events and sample size Favorable Zone: CP(sup)>90% Carry on with no change FDA and Industry: September 23, 2014
No adjustment necessary for adaptation Since promising zone starts at 50% conditional power, no special adjustment needed for the adaptive increase in events (Chen, DeMets and Lan, 2004) Thus one can use the classical RCI for a group sequential superiority trial where D is the number of MACE events at the final analysis (here 650) FDA and Industry: September 23, 2014
Results: If IA-550 is in Promising Zone FDA and Industry: September 23, 2014
Operating Characteristics if HR=0.85 • NI claim is assured • Sup claim has good prospects too • 40% chance at IA with 550 events • 0.12x0.37= 4% chance at 650 events (no adaptation) • 0.11*0.96=11% chance at 1300 events (adaptation) • If adaptation occurs, 96% chance of showing Sup FDA and Industry: September 23, 2014
Operating Characteristics if HR=1 • NI claim has at least 90% power (per design) with 76% chance of early stop • Very little (<2%) chance of showing superiority • Only 2% chance of expanding the trial by doubling sample size and events FDA and Industry: September 23, 2014
Operational Considerations • All design details are included in DMC charter • DMC buys into design at the kick-off meeting, but reserves right to exercise clinical judgment • Although the trial is expanded only if the IA at 550 events shows promise of superiority: • Actual interim decision should only be conveyed on need to know basis (to drug supply and IVRS teams) • Investigators may be told only that this adaptive design has a maximum sample size of 13,000 patients and possibility of showing superiority • Double blind design also important to avoid bias FDA and Industry: September 23, 2014
Concluding Remarks • No anti-glycemic agent has shown protection to CV risk • Huge up-side to being the first on the market • Traditional superiority design requires: • large up-front commitment of resources • considerable optimism about underlying HR • SAVOR-TIMI example underscores the risks • Start with modest expectations and expand only if interim results are promising FDA and Industry: September 23, 2014