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: | t163 | |
|---|---|---|
| Name: | 7-isobutyl-8-methyltheophylline | |
| Description: | ||
| Labels: | ||
| CAS: | ||
| InChi Code: | InChI=1S/C12H18N4O2/c1-7(2)6-16-8(3)13-10-9(16)11(17)15(5)12(18)14(10)4/h7H,6H2,1-5H3 |
Properties
logS0a: Intrinsic aqueous solubility from multiple sources [log(mol/L)]
| Value | Source or prediction |
|---|---|
| -1.6 |
Bergström, C. A. S.; Wassvik, C. M.; Norinder, U.; Luthman, K.; Artursson, P. Global and local computational models for aqueous solubility prediction of drug-like molecules. J. Chem. Inf. Comput. Sci. 2004, 44, 1477–1488. http://dx.doi.org/https://doi.org/10.1021/ci049909h |
| -1.724 |
M2: Model with RDKit descriptors from training set 2 (Training set) |
| -2.522 |
M3: Model with PaDEL and XLOGS descriptors from training set 2 (Training set) |
| -2.345 |
M_cons: Consensus model (average of predictions from M1, M2 and M3) (Training set) |