Enhancing crossover trial design for rare diseases: limiting ineffective exposure and increasing study power by enabling patient choice to escape early.
BACKGROUND
Addressing the two most important considerations in designing clinical trials, i.e. maximizing study power and minimizing patient exposure to ineffective treatment, is particularly challenging for trials of rare diseases. The familial Mediterranean fever (FMF) rilonacept trial (Hashkes et al., Ann Intern Med 2012;157:533-41) demonstrates a novel crossover design by enabling patient choice to early escape for rare disease.


OBJECTIVE
To investigate the effect on study power, exposure to the ineffective treatment arm and dropout rate by implementing early escape to crossover design, and to propose a Bayesian modeling approach.


METHODS
Based on the FMF trial data, simulation studies compared study power and dropout rate among three types of designs for crossover trial: traditional without early escape, early escape per-patient-choice, and early escape per-protocol.


RESULTS
The early escape per patient choice or per protocol design achieved 0.89 ± 0.12 and 0.78 ± 0.20 of the study efficiency when compared to the traditional crossover design assuming no dropout. Early escape per patient choice compared to early escape per protocol improved power by 1.29 ± 0.26, and reduced the dropout rate by 8-29%, but with greater patient exposure to the less effective treatment arm.


CONCLUSIONS
The results of the FMF trial and simulation studies suggest that allowing early escape in crossover trial enhanced the design by minimizing patient's exposure to the ineffective treatment arm while maintaining a reasonable study power, which is particularly important for rare disease trials. Choice between the two types of early escape presents tradeoff between study power and exposure to ineffective treatment.
Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA. Electronic address: bin.huang@cchmc.org.
Bin
B
Huang
Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Edward H
EH
Giannini
Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Daniel J
DJ
Lovell
Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Lili
L
Ding
Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Yongchao
Y
Liu
Shaare Zedek Medical Center, POB 3235, Jerusalem 91031, Israel.
Philip J
PJ
Hashkes
D001499:Bayes Theorem; D018592:Cross-Over Studies; D004311:Double-Blind Method; D010505:Familial Mediterranean Fever / Q000188:drug therapy; D006801:Humans; D035583:Rare Diseases / Q000188:drug therapy*; D011993:Recombinant Fusion Proteins / Q000627:therapeutic use; D012107:Research Design; D018401:Sample Size
D011993:Recombinant Fusion Proteins; C531377:rilonacept
Early escape; Missing data prevention; Patient decision; Randomized clinical trial; Small trial; Statistical power