Table 3.
Summary of the ADMET and other endpoints for which fingerprint-based regression models were evaluated
| Endpoint | #Compounds | Group | Data source |
|---|---|---|---|
| Aqueous solubility (S) | 9982 | [70] | |
| Intrinsic clearance () | 244 | Excretion | [71] |
| Skin penetration () | 211 | Toxicity | [72] |
| Human serum albumin | 198 | [73, 74] | |
| Human placenta barrier (clearance index) | 88 | Distribution | [75] |
| Cancer potency in mouse () | 402 | Toxicity | [76] |
| Cancer potency in rat () | 511 | Toxicity | [76] |
| Steady state volume distribution () | 1951 | Distribution | [3, 77] |
| Distribution coefficient ( D) | 7321 | [3, 78] | |
| Fraction unbound in human plasma | 2319 | Distribution | [79] |
| Fraction unbound in the brain | 253 | Distribution | [80] |
| Human liver microsomal clearance | 5348 | Excretion | [30] |
| Rat liver microsomal clearance | 2166 | Excretion | [30] |
| Mouse liver microsomal clearance | 790 | Excretion | [30] |
| CACO-2 permeability | 2578 | Absorption | [30] |
| 11041 | [81, 82] | ||
| MDCK cell line permeability | 701 | Absorption | [3] |
| Human renal clearance () | 636 | Excretion | [83] |
| Hemolytic toxicity () | 875 | Toxicity | [84] |
MDCK Madin-Darby canine kidney