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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2018
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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. |
format | Online Article Text |
id | pubmed-6261803 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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