Title of article :
The adaptive accelerated biased coin design for phase I clinical trials
Author/Authors :
Nan Jia&Thomas M. Braun، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Abstract :
Phase I clinical trials are designed to study several doses of the same drug in a small group of patients
to determine the maximum tolerated dose (MTD), which is defined as the dose that is associated with
dose-limiting toxicity (DLT) in a desired fraction of patients. Durham and Flournoy [5] proposed the
biased coin design (BCD), which is an up-and-down design that assigns a new patient to a dose depending
upon whether or not the current patient experienced a DLT. However, the BCD in its standard form requires
the complete follow-up of the current patient before the new patient can be assigned a dose. In situations
where patients’ follow-up times are relatively long compared to patient inter-arrival times, the BCD will
result in an impractically long trial and cause patients to either have delayed entry into the trial or refusal of
entry altogether. We propose an adaptive accelerated BCD (aaBCD) that generalizes the traditional BCD
design algorithm by incorporating an adaptive weight function based upon the amount of follow-up of each
enrolled patient. By doing so, the dose assignment for each eligible patient can be determined immediately
with no delay, leading to a shorter trial overall. We show, via simulation, that the frequency of correctly
identifying the MTD at the end of the study with the aaBCD, as well as the number of patients assigned
to the MTD, are comparable to that of the traditional BCD design. We also compare the performance of
the aaBCD with the accelerated BCD (ABCD) of Stylianou and Follman [19], as well as the time-to-event
continual reassessment method (TITE-CRM) of Cheung and Chappell [4].
Keywords :
dose-escalation , Up-and-down design , dose-finding , TITE-CRM
Journal title :
JOURNAL OF APPLIED STATISTICS
Journal title :
JOURNAL OF APPLIED STATISTICS