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Prediction of the permeability of neutral drugs inferred from their solvation properties

Motivation: Determination of drug absorption is an important component of the drug discovery and development process in that it plays a key role in the decision to promote drug candidates to clinical trials. We have developed a method that, on the basis of an analysis of the dynamic distribution of...

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Detalles Bibliográficos
Autores principales: Milanetti, Edoardo, Raimondo, Domenico, Tramontano, Anna
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4824127/
https://www.ncbi.nlm.nih.gov/pubmed/26656568
http://dx.doi.org/10.1093/bioinformatics/btv725
Descripción
Sumario:Motivation: Determination of drug absorption is an important component of the drug discovery and development process in that it plays a key role in the decision to promote drug candidates to clinical trials. We have developed a method that, on the basis of an analysis of the dynamic distribution of water molecules around a compound obtained by molecular dynamics simulations, can compute a parameter-free value that correlates very well with the compound permeability measured using the human colon adenocarcinoma (Caco-2) cell line assay. Results: The method has been tested on twenty-three neutral drugs for which a consistent set of experimental data is available. We show here that our method reproduces the experimental data better than other existing tools. Furthermore it provides a detailed view of the relationship between the hydration and the permeability properties of molecules. Contact: anna.tramontano@uniroma1.it Supplementary information: Supplementary data are available at Bioinformatics online.