التفاصيل البيبلوغرافية
| العنوان: |
Phase I dose-escalation oncology trials with sequential multiple schedules |
| المؤلفون: |
Burak Kürsad Günhan, Sebastian Weber, Abdelkader Seroutou, Tim Friede |
| المصدر: |
BMC Medical Research Methodology, Vol 21, Iss 1, Pp 1-14 (2021) |
| بيانات النشر: |
BMC, 2021. |
| سنة النشر: |
2021 |
| المجموعة: |
LCC:Medicine (General) |
| مصطلحات موضوعية: |
Phase I dose-escalation trials, Multiple treatment schedules, PK models, Bayesian statistics, Medicine (General), R5-920 |
| الوصف: |
Abstract Background Conventional methods for phase I dose-escalation trials in oncology are based on a single treatment schedule only. More recently, however, multiple schedules are more frequently investigated in the same trial. Methods Here, we consider sequential phase I trials, where the trial proceeds with a new schedule (e.g. daily or weekly dosing) once the dose escalation with another schedule has been completed. The aim is to utilize the information from both the completed and the ongoing schedules to inform decisions on the dose level for the next dose cohort. For this purpose, we adapted the time-to-event pharmacokinetics (TITE-PK) model, which were originally developed for simultaneous investigation of multiple schedules. TITE-PK integrates information from multiple schedules using a pharmacokinetics (PK) model. Results In a simulation study, the developed approach is compared to the bridging continual reassessment method and the Bayesian logistic regression model using a meta-analytic-predictive prior. TITE-PK results in better performance than comparators in terms of recommending acceptable dose and avoiding overly toxic doses for sequential phase I trials in most of the scenarios considered. Furthermore, better performance of TITE-PK is achieved while requiring similar number of patients in the simulated trials. For the scenarios involving one schedule, TITE-PK displays similar performance with alternatives in terms of acceptable dose recommendations. The R and Stan code for the implementation of an illustrative sequential phase I trial example in oncology is publicly available ( https://github.com/gunhanb/TITEPK_sequential ). Conclusion In phase I oncology trials with sequential multiple schedules, the use of all relevant information is of great importance. For these trials, the adapted TITE-PK which combines information using PK principles is recommended. |
| نوع الوثيقة: |
article |
| وصف الملف: |
electronic resource |
| اللغة: |
English |
| تدمد: |
1471-2288 |
| Relation: |
https://doaj.org/toc/1471-2288 |
| DOI: |
10.1186/s12874-021-01218-9 |
| URL الوصول: |
https://doaj.org/article/3ba3de22ca8b4b09b849def7df152e0f |
| رقم الانضمام: |
edsdoj.3ba3de22ca8b4b09b849def7df152e0f |
| قاعدة البيانات: |
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