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Prediction of Membrane Permeation of Drug Molecules by Combining an Implicit Membrane Model with Machine Learning

Lipid membrane permeation of drug molecules was investigated with Heterogeneous Dielectric Generalized Born (HDGB) based models using solubility-diffusion theory and machine learning. Free energy profiles were obtained for neutral molecules by the standard HDGB and Dynamic HDGB (DHDGB) to account fo...

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Detalhes bibliográficos
Publicado no:J Chem Inf Model
Main Authors: Brocke, Stephanie A., Degen, Alexandra, MacKerell, Alexander D., Dutagaci, Bercem, Feig, Michael
Formato: Artigo
Idioma:Inglês
Publicado em: 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6433486/
https://ncbi.nlm.nih.gov/pubmed/30540459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/acs.jcim.8b00648
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