Table 1.
Quantitative structure–activity relationship (QSAR) models obtained for the different concentrations of terpenoids against V. fischeri bacteria for an exposition time of 20 min.
(Terpenoids) (µM) | Nº | B | t-Test | Molecular Descriptors | Statistical Parameters |
---|---|---|---|---|---|
1 | 0 | 18.36 | 8.56 | Intercept | r2training = 0.952 |
1 | 209.81 | 14.73 | Maximum partial charge for a C atom (Zefirov’s PC) | r2test = 0.923 | |
2 | −10.28 | −8.28 | Maximum atomic orbital electronic population | F = 84.14 | |
3 | 0.93 | 6.70 | Kier shape index (3rd order) | s2 = 1.05 | |
4 | −0.11 | −3.90 | WNSA-1 weighted PNSA (PNSA1×TMSA/1000) (Zefirov’s PC) | Q2 = 0.900 | |
10a | 0 | 31.85 | 7.68 | Intercept | r2training = 0.873 |
1 | 42.92 | 8.06 | Asphericity | r2test = 0.6987 | |
2 | −0.30 | −6.50 | PNSA-1 partial negative surface area (Zefirov’s PC) | F = 27.57 | |
3 | 148.82 | 4.50 | Maximum partial charge for a C atom (Zefirov’s PC) | s2 = 11.25 | |
4 | −3.92 | −4.48 | Log P | Q2 = 0.794 | |
50 | 0 | 39.71 | 1.07 | Intercept | r2training = 0.810 |
1 | 110.40 | 7.40 | Asphericity | r2test = 0.535 | |
2 | 7.53 | 3.71 | Kier and Hall index (2nd order) | F = 18.17 | |
3 | −0.28 | −2.81 | PNSA-1 partial negative surface area (Zefirov’s PC) | s2 = 62.05 | |
4 | −77.99 | −1.95 | Minimum atomic orbital electronic population | Q2 = 0.689 | |
100 | 0 | 19.48 | 0.94 | Intercept | r2training = 0.846 |
1 | 195.98 | 8.58 | Asphericity | r2test = 0.676 | |
2 | 21.01 | 0.21 | Kier and Hall index (2nd order) | F = 23.39 | |
3 | −1.17 | −4.54 | XY shadow | s2 = 103.69 | |
4 | −72.04 | 3.96 | Relative number of single bonds | Q2 = 0.734 |
a Ntraining = 21 (training group), Ntest = 5 (test group); Nº—number of descriptors; B—equation coefficient; r2training—training correlation coefficient; r2test—test correlation coefficient; F—Fisher F-criterion value; s2—Student’s t-test; Q2—square coefficient of cross validation; WNSA—weighted negative surface area; PNSA—partial negative surface area; TMSA—total molecular surface area.