Prediction of the permeability of neutral drugs inferred from their solvation properties.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 26656568.
- Also identified by DOI 10.1093/bioinformatics/btv725 and PMC identifier 4824127.
- Licence recorded as CC BY-NC.
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Abstract
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. 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. anna.tramontano@uniroma1.it Supplementary data are available at Bioinformatics online.
Medical subject headings
- Algorithms
- Drug Discovery