Table 4.
Results from multivariable regression and AICC analysis for the selected CSP-SAR models for Km for Set 2. a
CSP-SAR Model | r2 | Q2 | F | Wi |
K (µM) |
A (µM) |
B (µM) |
C | D | Standardized A (µM) |
Standardized B (µM) |
Standardized C |
Standardized D |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
HD, KierFlex, ΔGw, GS-O3-C18 |
0.821 | 0.683 | 21.7 | 13.5 | − 99.3 ± 17 |
8.03 ± 1.3 |
5.10 ± 1.1 |
− 0.556 ± 0.184 (µM/kcal /mol) |
− 23.2 ± 6.7 (µM) |
0.662 | 0.457 | −0.397 (µM/kcal /mol) |
−0.438 (µM) |
HD, GS-O7-C18, KierFlex, ΔGw |
0.809 | 0.673 | 20.1 | 6.35 | − 96.7 ± 17 |
7.74 ± 1.4 |
− 18.6 ± 5.8 |
5.10 ± 1.2 (µM) |
− 0.483 ± 0.18 (µM/kcal /mol) |
0.639 | −0.401 | 0.456 (µM) | −0.344 (µM/kcal /mol) |
A, B, C and D represent the coefficient of the independent variables (molecular descriptors); K represents the coefficient of the intercept. Set 2 includes all compounds that were substrates, except the 26 and 27, which were weak substrates.