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REAP-2: An interactive quantitative tool for robust and efficient dose-response curve estimation.
- Source :
-
Journal of clinical and translational science [J Clin Transl Sci] 2023 Oct 13; Vol. 7 (1), pp. e219. Date of Electronic Publication: 2023 Oct 13 (Print Publication: 2023). - Publication Year :
- 2023
-
Abstract
- REAP-2 is an interactive dose-response curve estimation tool for Robust and Efficient Assessment of drug Potency. It provides user-friendly dose-response curve estimation for in vitro studies and conducts statistical testing for model comparisons with a redesigned user interface. We also make a major update of the underlying estimation method with penalized beta regression, which demonstrates great reliability and accuracy in dose estimation and uncertainty quantification. In this note, we describe the method and implementation of REAP-2 with a highlight on potency estimation and drug comparison.<br />Competing Interests: The authors have no conflicts of interest to declare.<br /> (© The Author(s) 2023.)
Details
- Language :
- English
- ISSN :
- 2059-8661
- Volume :
- 7
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- Journal of clinical and translational science
- Publication Type :
- Academic Journal
- Accession number :
- 38028338
- Full Text :
- https://doi.org/10.1017/cts.2023.642