4.6 Article

BioPPSy: An Open-Source Platform for QSAR/QSPR Analysis

期刊

PLOS ONE
卷 11, 期 11, 页码 -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pone.0166298

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  1. Australian Research Council [DP130100998]
  2. VLSCI's Life Sciences Computation Centre
  3. University of Melbourne
  4. Monash University
  5. La Trobe University

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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.

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