Using Membrane Partitioning Simulations To Predict Permeability of Forty-Nine Drug-Like Molecules
Callum J Dickson1, Viktor Hornak1, Dallas Bednarczyk2
1Computer-Aided Drug Discovery, Global Discovery Chemistry , Novartis Institutes for BioMedical Research , 181 Massachusetts Avenue , Cambridge , Massachusetts 02139 , United States.
Abstract:
A simple descriptor calculated from molecular dynamics simulations of the membrane partitioning event is found to correlate well with experimental measurements of passive membrane permeation from the high-throughput MDCK-LE assay using a data set of 49 drug-like molecules. This descriptor approximates the energy cost of translocation across the hydrophobic membrane core (flip-flop), which for many molecules limits permeability. Performance is found to be superior in comparison to calculated properties such as clogP, clogD, or polar surface area. Furthermore, the atomistic simulations provide a structural understanding of the partitioned drug-membrane complex, facilitating medicinal chemistry optimization of membrane permeability.
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