Table 1.
Retrospective virtual screening accuracy of different SBVFS scoring methods. Percentage of known H1R ligands (from ChEMBLdb and CNS drugs29 sets) and decoys in the regions defined by IFP-Tc (≥ 0.75), PLANTS docking score (≤ −90), and combined IFP-Tc and PLANTS docking score cutoffs (Fig. 1B, D)
| Combination IFP (≥ 0.75) and PLANTS (≤ −90) filters | IFP (≥ 0.75) filter only | PLANTS (≤ −90) filter only | ||||
|---|---|---|---|---|---|---|
| ChEMBLdb | CNS drugs | ChEMBLdb | CNS drugs | ChEMBLdb | CNS drugs | |
| Actives (%)a | 39.3 | 57.6 | 48.0 | 69.5 | 50.7 | 76.3 |
| Decoys (%)b | 1.0 | 1.0 | 3.4 | 3.4 | 6.4 | 6.4 |
| Enrichmentc | 39.3 | 57.6 | 14.1 | 20.4 | 7.9 | 11.9 |
Actives in the ChEMBLdb set are defined by an pKi≥5 and in the CNS actives set by a pIC50 ≥5.
The decoy set consists of ~7000 compounds, selected based on the physicochemical properties of the ChEMBLdb dataset.
The enrichment reported here is the percentage of retrieved true positives (TP) divides by the percentage of retrieved false positives, TP(%)/FP(%), at the specified cutoffs.