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...
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doaj-397c841c547d4eabbde75d8e2afed5b32020-11-25T00:57:42ZengElsevierContemporary Clinical Trials Communications2451-86542019-12-0116Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trialsAkihiro Hirakawa0Yuichi Tanaka1Shuhei Kaneko2Department of Biostatistics and Bioinformatics, Graduate School of Medicine, The University of Tokyo, Tokyo, 113-8654, Japan; Corresponding author. Department of Biostatistics and Bioinformatics, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hong, Bunkyo-ku, Tokyo, 113-8654, Japan.Department of Management Science, Graduate School of Engineering, Tokyo University of Science, Tokyo, 125-8585, JapanBiostatistics Pharma, Integrated Biostatistics Japan, Clinical Development & Analytics Japan, Japan Development, Novartis Pharma K.K., Tokyo 105-0001 JapanThe 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. Keywords: Dose finding, Oncology, Relative dose intensity, Phase I trialhttp://www.sciencedirect.com/science/article/pii/S2451865419302510 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Akihiro Hirakawa Yuichi Tanaka Shuhei Kaneko |
spellingShingle |
Akihiro Hirakawa Yuichi Tanaka Shuhei Kaneko Pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase I trials Contemporary Clinical Trials Communications |
author_facet |
Akihiro Hirakawa Yuichi Tanaka Shuhei Kaneko |
author_sort |
Akihiro Hirakawa |
title |
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_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_sort |
pragmatic dose-escalation methods incorporating relative dose intensity assessment for molecularly targeted agents in phase i trials |
publisher |
Elsevier |
series |
Contemporary Clinical Trials Communications |
issn |
2451-8654 |
publishDate |
2019-12-01 |
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. Keywords: Dose finding, Oncology, Relative dose intensity, Phase I trial |
url |
http://www.sciencedirect.com/science/article/pii/S2451865419302510 |
work_keys_str_mv |
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