JSM 2014 Home
Online Program Home
My Program

Abstract Details

Activity Number: 350
Type: Contributed
Date/Time: Tuesday, August 5, 2014 : 10:30 AM to 12:20 PM
Sponsor: Biopharmaceutical Section
Abstract #312566
Title: Exposure Adjusted Continual Reassessment Method (EACRM) for Phase I Oncology Dose-Finding Studies
Author(s): Xin Qi*+ and Wijith Munasinghe and Balakrishna Hosmane and Yi-Lin Chiu and Kyle Holen
Companies: Michigan State University and AbbVie and AbbVie and AbbVie and AbbVie
Keywords: Adaptive Designs ; Accelerated Failure Time Model ; Maximum Tolerated Dose ; Dose Limiting Toxicity ; Phase I
Abstract:

Finding the maximum tolerated dose (MTD) is a common primary objective for Phase I oncology studies. The drug exposure and toxicity events are the two most important components required for the characterization of the MTD. Improvements to conventional adaptive dose finding designs to include information on the extent of exposure and the time to event, may allow for a more dynamic enrollment and increase the efficiency, accuracy and safety of identifying the MTD. The EACRM dynamically extends the conventional adaptive dose finding designs by incorporating dose limiting toxicity (DLT) as well as at-the-event information from each patient. An Accelerated Failure Time model with some modifications to update the time to DLT for subjects who did not complete the entire DLT assessment period at particular time point was developed. Simulations, under a variety of assumptions, have indicated that the EACRM performed equal or better than the traditional 3+3 design in identifying MTD and other important operating characteristics such as length of study, total number of subjects and probability of a certain dose being MTD.


Authors who are presenting talks have a * after their name.

Back to the full JSM 2014 program




2014 JSM Online Program Home

For information, contact jsm@amstat.org or phone (888) 231-3473.

If you have questions about the Professional Development program, please contact the Education Department.

The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.

ASA Meetings Department  •  732 North Washington Street, Alexandria, VA 22314  •  (703) 684-1221  •  meetings@amstat.org
Copyright © American Statistical Association.