Multidisciplinary considerations for implementing Bayesian borrowing in basket trials.
Drug Discov Today
; 29(9): 104127, 2024 Sep.
Article
in En
| MEDLINE
| ID: mdl-39098385
ABSTRACT
Drug development has historically relied on phase I-III clinical trials including participants sharing the same disease. However, drug development has evolved as the discovery of mechanistic drivers of disease demonstrated that the same therapeutic target may provide benefits across different diseases. A basket trial condenses evaluation of one therapy among multiple related diseases into a single trial and presents an opportunity to borrow information across them rather than viewing each in isolation. Borrowing is a statistical tool but requires a foundation of clinical and therapeutic mechanistic justification. We review the Bayesian borrowing approach, including its assumptions, and provide a framework for how this approach can be evaluated for successful use in a basket trial for drug development.
Key words
Full text:
1
Collection:
01-internacional
Database:
MEDLINE
Main subject:
Clinical Trials as Topic
/
Bayes Theorem
/
Drug Development
Limits:
Humans
Language:
En
Journal:
Drug Discov Today
Journal subject:
FARMACOLOGIA
/
TERAPIA POR MEDICAMENTOS
Year:
2024
Document type:
Article