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Published on: March 11, 2021
Evaluation of irrational dose assignment definitions using the continual reassessment method.
1Division of Translational Research & Applied Statistics, Department of Public Health Sciences, University of Virginia, Charlottesville, VA, USA.
Irrational dose assignments in Phase I clinical trials are rare with the continual reassessment method (CRM). Even when identified by specific criteria, these assignments are often sensible given all study data.
Area of Science:
- Clinical Trials Methodology
- Biostatistics
- Pharmacology
Background:
- Phase I clinical trials aim to determine safe and effective drug dosages.
- Irrational dose assignment is defined as failing to de-escalate a dose despite toxicity events.
- The continual reassessment method (CRM) has been criticized for potentially leading to irrational dose assignments.
Purpose of the Study:
- To critically examine the definition of irrational dose assignment within the context of the CRM.
- To evaluate the frequency and nature of irrational dose assignments generated by the CRM.
Main Methods:
- Simulated 2000 Phase I clinical trials using the CRM with varying dose-limiting toxicity probabilities.
- Assessed dose assignments against definitions of irrationality proposed by Zhou et al.
- Classified irrational dose assignments as underdose, target dose, or overdose based on true toxicity probabilities.
Main Results:
- Irrational dose assignments occurred in 18.4% of decisions flagged by Zhou's criteria, totaling 4.5% of all dose assignments.
- Less than 1% of all simulated dose assignments were classified as irrational.
- A significant portion of these 'irrational' assignments were made at the true target or underdose levels, suggesting they were not truly irrational.
Conclusions:
- The definition of irrational dose assignment by Zhou et al. may not be appropriate for modern methods like CRM.
- Irrational dose assignments are infrequent with CRM and often justifiable upon closer examination of accumulated data.
- The benchmark for evaluating dose assignment methods should not be based on older designs like the 3+3.
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