posted on 2023-02-10, 02:48authored byM Enciso, N Meftahi, ML Walker, Brian SmithBrian Smith
The reliability of quantitative structure-property relationship (QSPR) and quantitative structure-activity relationship (QSAR) models is often difficult to assess due to the problems of accessing the tools and data used to build the models. We present here BioPPSy, which aims to fill this gap by providing an easy-to-use open-source software platform. We demonstrate the program capabilities by calculating three key properties used in drug discovery, aqueous solubility, Caco-2 cell permeability and blood-brain barrier permeability. A comparison is made with a number of previously reported methods, taken from the literature, for each property.
Funding
This work was supported financially through grants from Australian Research Council (DP130100998) and from the VLSCI's Life Sciences Computation Centre, a collaboration between The University of Melbourne, Monash University and La Trobe University, and an initiative of the Victorian Government, Australia.