Oja, M.; Sild, S.; Piir, G.; Maran, U. Intrinsic aqueous solubility: mechanistically transparent data-driven modeling of drug substances. Pharmaceutics 2022, 14, 2248.
Compound
| ID: | t71 | |
|---|---|---|
| Name: | Phenytoin | |
| Description: | ||
| Labels: | ||
| CAS: | 57-41-0 | |
| InChi Code: | InChI=1S/C15H12N2O2/c18-13-15(17-14(19)16-13,11-7-3-1-4-8-11)12-9-5-2-6-10-12/h1-10H,(H2,16,17,18,19) |
Properties
logS0: Intrinsic aqueous solubility from single source [log(mol/L)]
| Value | Source or prediction |
|---|---|
| -3.86 |
Avdeef, A. Multi-lab intrinsic solubility measurement reproducibility in CheqSol and shake-flask methods. ADMET DMPK 2019, 7, 210–219. http://dx.doi.org/http://doi.org/10.5599/admet.698 |
| -3.189 |
M1: Model with Dragon descriptors from training set 1 (Training set) |
logS0a: Intrinsic aqueous solubility from multiple sources [log(mol/L)]
| Value | Source or prediction |
|---|---|
| -4.035 |
experimental value |
| -2.829 |
M2: Model with RDKit descriptors from training set 2 (Training set) |
| -3.508 |
M3: Model with PaDEL and XLOGS descriptors from training set 2 (Training set) |
| -3.175 |
M_cons: Consensus model (average of predictions from M1, M2 and M3) (Training set) |