Modified 3+3 Design for MTD Re-estimation

Date
2024-06
Language
American English
Embargo Lift Date
Department
Committee Chair
Committee Members
Degree
M.S.
Degree Year
2024
Department
Biostatistics
Grantor
Indiana University
Journal Title
Journal ISSN
Volume Title
Found At
Abstract

The 3+3 clinical trial design is one of the most popular dose-finding designs used in phase I oncology trials to identify the maximum tolerated dose (MTD) for new treatment regimens. While this design is widely used due to its simplicity , it has some notable limitations, including a maximum of six patients per dose level and fixed target toxicity rates. To address these issues, we propose a modified 3+3 design that extends the traditional 3+3 design by treating the remaining patients at the MTD level for additional dose-limiting toxicity (DLT) assessment. This modification allows for a more flexible and accurate way to identify the MTD, enhanced by the use of isotonic regression to calculate DLT rates. To compare the modified 3+3 designs and the traditional 3+3 design, computer simulation studies have been carried out under various dose-toxicity scenarios. The results show that the modified 3+3 design yields higher accuracy in MTD identification.

Description
Indiana University-Purdue University Indianapolis (IUPUI)
item.page.description.tableofcontents
item.page.relation.haspart
Cite As
ISSN
Publisher
Series/Report
Sponsorship
Major
Extent
Identifier
Relation
Journal
Rights
Source
Alternative Title
Type
Thesis
Number
Volume
Conference Dates
Conference Host
Conference Location
Conference Name
Conference Panel
Conference Secretariat Location
Version
Full Text Available at
This item is under embargo {{howLong}}