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Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs

Among various Phase I clinical trial designs, rule-based standard 3 + 3 designs are the most widely utilized for their simplicity and robustness. It is necessary to define crucial operating characteristics of a Phase I clinical trial before it starts. Based on the assumed probability of dose limitin...

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Autores principales: Chen, Zhengjia, Zheng, Youyun, Wang, Zhibo, Kutner, Michael, Curran, Walter J., Kowalski, Jeanne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261803/
https://www.ncbi.nlm.nih.gov/pubmed/30533550
http://dx.doi.org/10.1016/j.conctc.2018.10.006
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author Chen, Zhengjia
Zheng, Youyun
Wang, Zhibo
Kutner, Michael
Curran, Walter J.
Kowalski, Jeanne
author_facet Chen, Zhengjia
Zheng, Youyun
Wang, Zhibo
Kutner, Michael
Curran, Walter J.
Kowalski, Jeanne
author_sort Chen, Zhengjia
collection PubMed
description Among various Phase I clinical trial designs, rule-based standard 3 + 3 designs are the most widely utilized for their simplicity and robustness. It is necessary to define crucial operating characteristics of a Phase I clinical trial before it starts. Based on the assumed probability of dose limiting toxicity (DLT) at each tested dose level, Lin and Shih elaborated formulas to calculate the five key operating characteristics of Phase I clinical trials using the two subtypes of standard 3 + 3 designs (with vs without dose de-escalation): probability of each dose level being chosen as the maximum tolerated dose (MTD); expected number of patients treated at each dose level; expected number of patients experiencing DLT at each dose level; target toxicity level (TTL) (expected probability of DLT at MTD); expected total number of patients experiencing DLT. Understanding these formulas requires advanced statistical knowledge and the formulas are too complicated to be used directly. To facilitate their application, we have developed stand-alone interactive software for convenient calculation of these key operating characteristics. The calculated results are presented in tables and plots that can be saved and easily edited for further use. Some examples of calculation using the software are presented and discussed.
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spelling pubmed-62618032018-12-07 Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs Chen, Zhengjia Zheng, Youyun Wang, Zhibo Kutner, Michael Curran, Walter J. Kowalski, Jeanne Contemp Clin Trials Commun Article Among various Phase I clinical trial designs, rule-based standard 3 + 3 designs are the most widely utilized for their simplicity and robustness. It is necessary to define crucial operating characteristics of a Phase I clinical trial before it starts. Based on the assumed probability of dose limiting toxicity (DLT) at each tested dose level, Lin and Shih elaborated formulas to calculate the five key operating characteristics of Phase I clinical trials using the two subtypes of standard 3 + 3 designs (with vs without dose de-escalation): probability of each dose level being chosen as the maximum tolerated dose (MTD); expected number of patients treated at each dose level; expected number of patients experiencing DLT at each dose level; target toxicity level (TTL) (expected probability of DLT at MTD); expected total number of patients experiencing DLT. Understanding these formulas requires advanced statistical knowledge and the formulas are too complicated to be used directly. To facilitate their application, we have developed stand-alone interactive software for convenient calculation of these key operating characteristics. The calculated results are presented in tables and plots that can be saved and easily edited for further use. Some examples of calculation using the software are presented and discussed. Elsevier 2018-11-07 /pmc/articles/PMC6261803/ /pubmed/30533550 http://dx.doi.org/10.1016/j.conctc.2018.10.006 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Chen, Zhengjia
Zheng, Youyun
Wang, Zhibo
Kutner, Michael
Curran, Walter J.
Kowalski, Jeanne
Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title_full Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title_fullStr Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title_full_unstemmed Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title_short Interactive calculator for operating characteristics of phase I cancer clinical trials using standard 3+3 designs
title_sort interactive calculator for operating characteristics of phase i cancer clinical trials using standard 3+3 designs
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6261803/
https://www.ncbi.nlm.nih.gov/pubmed/30533550
http://dx.doi.org/10.1016/j.conctc.2018.10.006
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