Modified 3+3 Design for MTD Re-estimation

dc.contributor.advisorZang, Yong
dc.contributor.authorZhang, Tianshu
dc.contributor.otherHan, Yan
dc.contributor.otherLiu, Ziyue
dc.date.accessioned2024-07-02T14:14:16Z
dc.date.available2024-07-02T14:14:16Z
dc.date.issued2024-06
dc.degree.date2024
dc.degree.disciplineBiostatisticsen
dc.degree.grantorIndiana Universityen
dc.degree.levelM.S.
dc.descriptionIndiana University-Purdue University Indianapolis (IUPUI)en
dc.description.abstractThe 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.
dc.identifier.urihttps://hdl.handle.net/1805/42019
dc.language.isoen_US
dc.subjectPhase I clinical trial
dc.subject3+3 design
dc.subjectmaximum tolerated dose (MTD)
dc.subjectdose-limiting toxicity (DLT)
dc.titleModified 3+3 Design for MTD Re-estimation
dc.typeThesisen
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