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Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials
The recommended phase 2 doses of molecularly targeted agents, determined by using an ordinal dose-finding method that only uses toxicity data at first cycle, may not be optimal. Some researchers have proposed the use of relative dose intensity that can account for late-onset, cumulative, and low-gra...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883296/ https://www.ncbi.nlm.nih.gov/pubmed/31799475 http://dx.doi.org/10.1016/j.conctc.2019.100489 |
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author | Hirakawa, Akihiro Tanaka, Yuichi Kaneko, Shuhei |
author_facet | Hirakawa, Akihiro Tanaka, Yuichi Kaneko, Shuhei |
author_sort | Hirakawa, Akihiro |
collection | PubMed |
description | The recommended phase 2 doses of molecularly targeted agents, determined by using an ordinal dose-finding method that only uses toxicity data at first cycle, may not be optimal. Some researchers have proposed the use of relative dose intensity that can account for late-onset, cumulative, and low-grade toxicities to determine the recommended phase 2 dose (RP2D). In this study, we proposed two dose escalation methods based on the observed relative dose intensities (RDIs) between the pre-specified intervals (cycles) for toxicity evaluation used in combination with DLT evaluation in the first cycle. First, we propose the modified 3 + 3 design that incorporates longitudinal RDI assessment. Second, we propose the sequential assessment method for longitudinal RDI (SARDI) to achieve faster dose escalation compared to that of the modified 3 + 3 design. Simulation studies demonstrated that the SARDI was, in many cases, superior to the ordinal and modified 3 + 3 designs in respect to the selection rate of true RP2D and study period. The two proposed methods could also in some cases decrease the average number of patients enrolled in the trial compared to that of the ordinary 3 + 3 design. Incorporation of the RDI assessment into the 3 + 3 design is not difficult and does not require the use of complex statistical techniques. Therefore, we believe that investigators who routinely use the 3 + 3 design in practice can easily use our proposed methods. |
format | Online Article Text |
id | pubmed-6883296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-68832962019-12-03 Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials Hirakawa, Akihiro Tanaka, Yuichi Kaneko, Shuhei Contemp Clin Trials Commun Article The recommended phase 2 doses of molecularly targeted agents, determined by using an ordinal dose-finding method that only uses toxicity data at first cycle, may not be optimal. Some researchers have proposed the use of relative dose intensity that can account for late-onset, cumulative, and low-grade toxicities to determine the recommended phase 2 dose (RP2D). In this study, we proposed two dose escalation methods based on the observed relative dose intensities (RDIs) between the pre-specified intervals (cycles) for toxicity evaluation used in combination with DLT evaluation in the first cycle. First, we propose the modified 3 + 3 design that incorporates longitudinal RDI assessment. Second, we propose the sequential assessment method for longitudinal RDI (SARDI) to achieve faster dose escalation compared to that of the modified 3 + 3 design. Simulation studies demonstrated that the SARDI was, in many cases, superior to the ordinal and modified 3 + 3 designs in respect to the selection rate of true RP2D and study period. The two proposed methods could also in some cases decrease the average number of patients enrolled in the trial compared to that of the ordinary 3 + 3 design. Incorporation of the RDI assessment into the 3 + 3 design is not difficult and does not require the use of complex statistical techniques. Therefore, we believe that investigators who routinely use the 3 + 3 design in practice can easily use our proposed methods. Elsevier 2019-11-12 /pmc/articles/PMC6883296/ /pubmed/31799475 http://dx.doi.org/10.1016/j.conctc.2019.100489 Text en © 2019 The Author(s) 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 Hirakawa, Akihiro Tanaka, Yuichi Kaneko, Shuhei Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title | Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title_full | Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title_fullStr | Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title_full_unstemmed | Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title_short | Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials |
title_sort | pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase i trials |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6883296/ https://www.ncbi.nlm.nih.gov/pubmed/31799475 http://dx.doi.org/10.1016/j.conctc.2019.100489 |
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