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- W3161955834 abstract "We demonstrate that physics-based calculations of intrinsic aqueous solubility can rival cheminformatics-based machine learning predictions. A proof-of-concept was developed for a physics-based approach via a sublimation thermodynamic cycle, building upon previous work that relied upon several thermodynamic approximations, notably the 2RT approximation, and limited conformational sampling. Here, we apply improvements to our sublimation free-energy model with the use of crystal phonon mode calculations to capture the contributions of the vibrational modes of the crystal. Including these improvements with lattice energies computed using the model-potential-based Ψmol method leads to accurate estimates of sublimation free energy. Combining these with hydration free energies obtained from either molecular dynamics free-energy perturbation simulations or density functional theory calculations, solubilities comparable to both experiment and informatics predictions are obtained. The application to coronene, succinic acid, and the pharmaceutical desloratadine shows how the methods must be adapted for the adoption of different conformations in different phases. The approach has the flexibility to extend to applications that cannot be covered by informatics methods." @default.
- W3161955834 created "2021-05-24" @default.
- W3161955834 creator A5003474186 @default.
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- W3161955834 date "2021-05-14" @default.
- W3161955834 modified "2023-10-16" @default.
- W3161955834 title "Toward Physics-Based Solubility Computation for Pharmaceuticals to Rival Informatics" @default.
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- W3161955834 doi "https://doi.org/10.1021/acs.jctc.1c00130" @default.
- W3161955834 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8190954" @default.
- W3161955834 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/33988381" @default.
- W3161955834 hasPublicationYear "2021" @default.
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