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Mixed response and time-to-event endpoints for multistage single-arm phase II design
BACKGROUND: The objective of phase II cancer clinical trials is to determine if a treatment has sufficient activity to warrant further study. The efficiency of a conventional phase II trial design has been the object of considerable debate, particularly when the study regimen is characteristically c...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460691/ https://www.ncbi.nlm.nih.gov/pubmed/26037094 http://dx.doi.org/10.1186/s13063-015-0743-9 |
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author | Lai, Xin Zee, Benny Chung-Ying |
author_facet | Lai, Xin Zee, Benny Chung-Ying |
author_sort | Lai, Xin |
collection | PubMed |
description | BACKGROUND: The objective of phase II cancer clinical trials is to determine if a treatment has sufficient activity to warrant further study. The efficiency of a conventional phase II trial design has been the object of considerable debate, particularly when the study regimen is characteristically cytostatic. At the time of development of a phase II cancer trial, we accumulated clinical experience regarding the time to progression (TTP) for similar classes of drugs and for standard therapy. By considering the time to event (TTE) in addition to the tumor response endpoint, a mixed-endpoint phase II design may increase the efficiency and ability of selecting promising cytotoxic and cytostatic agents for further development. METHODS: We proposed a single-arm phase II trial design by extending the Zee multinomial method to fully use mixed endpoints with tumor response and the TTE. In this design, the dependence between the probability of response and the TTE outcome is modeled through a Gaussian copula. RESULTS: Given the type I and type II errors and the hypothesis as defined by the response rate (RR) and median TTE, such as median TTP, the decision rules for a two-stage phase II trial design can be generated. We demonstrated through simulation that the proposed design has a smaller expected sample size and higher early stopping probability under the null hypothesis than designs based on a single-response endpoint or a single TTE endpoint. CONCLUSIONS: The proposed design is more efficient for screening new cytotoxic or cytostatic agents and less likely to miss an effective agent than the alternative single-arm design. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13063-015-0743-9) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4460691 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-44606912015-06-10 Mixed response and time-to-event endpoints for multistage single-arm phase II design Lai, Xin Zee, Benny Chung-Ying Trials Research BACKGROUND: The objective of phase II cancer clinical trials is to determine if a treatment has sufficient activity to warrant further study. The efficiency of a conventional phase II trial design has been the object of considerable debate, particularly when the study regimen is characteristically cytostatic. At the time of development of a phase II cancer trial, we accumulated clinical experience regarding the time to progression (TTP) for similar classes of drugs and for standard therapy. By considering the time to event (TTE) in addition to the tumor response endpoint, a mixed-endpoint phase II design may increase the efficiency and ability of selecting promising cytotoxic and cytostatic agents for further development. METHODS: We proposed a single-arm phase II trial design by extending the Zee multinomial method to fully use mixed endpoints with tumor response and the TTE. In this design, the dependence between the probability of response and the TTE outcome is modeled through a Gaussian copula. RESULTS: Given the type I and type II errors and the hypothesis as defined by the response rate (RR) and median TTE, such as median TTP, the decision rules for a two-stage phase II trial design can be generated. We demonstrated through simulation that the proposed design has a smaller expected sample size and higher early stopping probability under the null hypothesis than designs based on a single-response endpoint or a single TTE endpoint. CONCLUSIONS: The proposed design is more efficient for screening new cytotoxic or cytostatic agents and less likely to miss an effective agent than the alternative single-arm design. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13063-015-0743-9) contains supplementary material, which is available to authorized users. BioMed Central 2015-06-04 /pmc/articles/PMC4460691/ /pubmed/26037094 http://dx.doi.org/10.1186/s13063-015-0743-9 Text en © Lai and Zee. 2015 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Lai, Xin Zee, Benny Chung-Ying Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title | Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title_full | Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title_fullStr | Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title_full_unstemmed | Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title_short | Mixed response and time-to-event endpoints for multistage single-arm phase II design |
title_sort | mixed response and time-to-event endpoints for multistage single-arm phase ii design |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4460691/ https://www.ncbi.nlm.nih.gov/pubmed/26037094 http://dx.doi.org/10.1186/s13063-015-0743-9 |
work_keys_str_mv | AT laixin mixedresponseandtimetoeventendpointsformultistagesinglearmphaseiidesign AT zeebennychungying mixedresponseandtimetoeventendpointsformultistagesinglearmphaseiidesign |