| Literature DB >> 29695088 |
Jinxiang Luo1, Ting Lai2, Tao Guo3, Fei Chen4, Linli Zhang5, Wei Ding6, Yongqiang Zhang7.
Abstract
Thirty phenolic ether derivatives ofEntities:
Keywords: ADME properties; QSAR; acaricidal activity; molecular docking; scopoletin
Mesh:
Substances:
Year: 2018 PMID: 29695088 PMCID: PMC6102537 DOI: 10.3390/molecules23050995
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Scheme 1Synthesis of scopoletin.
Scheme 2Synthesis of scopoletin phenolic ether derivatives (8–37).
Scheme 3Synthesis of iodoacetamide derivatives.
Contact activity of scopoletin and its phenolic ether derivatives (8–37) against female adults of T. cinnabarinus (48 h).
| Compounds | R | LC50 (mmol/L) | pLC50 (mol/L) | χ2 |
|
|---|---|---|---|---|---|
|
| methyl | 0.829 ± 0.169 | 3.0813 | 1.678 | 0.642 |
|
| ethyl | 0.840 ± 0.184 | 3.0757 | 4.958 | 0.175 |
|
| 2.326 ± 0.522 | 2.6333 | 2.125 | 0.547 | |
|
| isopropyl | 1.767 ± 0.254 | 2.7527 | 1.187 | 0.756 |
|
| 1.253 ± 0.292 | 2.9022 | 4.875 | 0.181 | |
|
| isobutyl | 3.021 ± 0.410 | 2.5199 | 1.633 | 0.652 |
|
| methyl cyclopropane | 2.875 ± 0.579 | 2.5414 | 1.929 | 0.587 |
|
| cyclopentyl | 6.588 ± 0.929 | 2.1812 | 0.114 | 0.990 |
|
| cyclohexyl | 2.464 ± 0.549 | 2.6083 | 1.008 | 0.799 |
|
| methyl cyclohexane | 3.586 ± 0.743 | 2.4454 | 2.495 | 0.476 |
|
| benzyl | 2.557 ± 0.363 | 2.5922 | 3.133 | 0.372 |
|
| 4-CH3- benzyl | 3.196 ± 0.808 | 2.4954 | 3.418 | 0.332 |
|
| 4-C(CH3)-benzyl | 0.753 ± 0.105 | 3.1229 | 3.475 | 0.324 |
|
| 4-NO2-benzyl | 1.686 ± 0.412 | 2.7730 | 1.929 | 0.587 |
|
| 3,4-2Cl-benzyl | 1.652 ± 0.222 | 2.7821 | 2.889 | 0.409 |
|
| 4-Cl-benzyl | 4.208 ± 0.872 | 2.3759 | 0.497 | 0.919 |
|
| 4-CF3-benzyl | 1.139 ± 0.218 | 2.9435 | 5.571 | 0.134 |
|
| 4-OCF3-benzyl | 2.853 ± 0.560 | 2.5447 | 0.567 | 0.904 |
|
| methyl | 2.541 ± 0.467 | 2.5950 | 3.990 | 0.263 |
|
| ethyl | 0.815 ± 0.230 | 3.0888 | 5.424 | 0.143 |
|
| 0.762 ± 0.0937 | 3.1180 | 3.764 | 0.288 | |
|
| isopropyl | 3.045 ± 0.799 | 2.5165 | 2.416 | 0.491 |
|
| 1.015 ± 0.262 | 2.9935 | 1.689 | 0.639 | |
|
| benzyl | 1.134 ± 0.1149 | 2.9452 | 2.428 | 0.297 |
|
| 3-Cl-benzyl | 0.655 ± 0.2539 | 3.1835 | 2.280 | 0.516 |
|
| 4-Cl-benzyl | 0.848 ± 0.1359 | 3.0716 | 2.642 | 0.45 |
|
| 3,4-2Cl-benzyl | 0.963 ± 0.2437 | 3. 0165 | 1.208 | 0.598 |
|
| 4-CH3-benzyl | 1.774 ± 0.3783 | 2.7510 | 1.330 | 0.722 |
|
| 4-OCH3-benzyl | 1.516 ± 0.2618 | 2.8193 | 0.062 | 0.996 |
|
| 4-C(CH3)-benzyl | 3.601 ± 0.4786 | 2.4436 | 3.129 | 0.209 |
| Scopoletin | — | 5.510 ± 1.553 | 2.2588 | 0.416 | 0.937 |
| Propargite | — | 0.953 ± 0.1093 | 3.0209 | 4.034 | 0.258 |
Acaricidal activity of compound 8 against eggs, larvae, and nymphs of T. cinnabarinus (48 h).
| Stages of | LC50 (mmol/L) | pLC50 (mol/L) | χ2 |
|
|---|---|---|---|---|
| Eggs | Non-ovicidal | — | — | — |
| Larva | 0.679 ± 0.2066 | 3.1682 | 3.268 | 0.195 |
| Nymph | 3.889 ± 1.059 | 2.4101 | 5.177 | 0.075 |
Selected descriptors of multiple linear regression.
| Descriptor | Chemical Meaning | Type | Sig. | t | VIF |
|---|---|---|---|---|---|
| constant | Intercept | 0.000 | 6.026 | ||
| R8e | R autocorrelation of lag 8/weighted by Sanderson electronegativity | GETAWAY | 0.000 | −4.787 | 1.314 |
| HATS5p | Leverage-weighted autocorrelation of lag5/weighted by polarizability | GETAWAY | 0.000 | 6.725 | 1.479 |
| Depressant-80 | Ghose-Viswanadhan-Wendoloski antidepressant-like index at 80% | Drug-like indices | 0.000 | 5.061 | 1.605 |
| MATS6e | Moran autocorrelation of lag 6 weighted by Sanderson electonegativity | 2D autocorrelations | 0.002 | −3.514 | 1.032 |
| HNar | Narumi harmonic topological index | Topological indices | 0.005 | −3.178 | 1.439 |
The correlation matrix of descriptors.
| R8e | HATS5p | Depressant-80 | MATS6e | HNar | |
|---|---|---|---|---|---|
| R8e | 1 | −0.314 | 0.165 | −0.023 | 0.391 |
| HATS5p | −0.314 | 1 | −0.494 | −0.080 | −0.141 |
| Depressant-80 | 0.165 | −0.494 | 1 | 0.099 | 0.398 |
| MATS6e | −0.023 | −0.080 | 0.099 | 1 | −0.092 |
| HNar | 0.391 | −0.141 | 0.398 | −0.092 | 1 |
Values of significant molecular descriptors, experimental and predicted acaricidal activities (pLC50, mol/L) from 2D-QSAR of the compounds 8–37.
| Compounds | R8e | HATS-5p | Depressant-80 | MATS-6e | HNar | Experimental Activity | Prediced Activity | Residual |
|---|---|---|---|---|---|---|---|---|
|
| 0.384 | 0.118 | 0 | −0.02 | 1.837 | 3.0813 | 3.0281 | 0.0532 |
|
| 0.706 | 0.146 | 0 | −0.03 | 1.846 | 3.0757 | 3.0818 | −0.0061 |
|
| 0.749 | 0.116 | 0 | −0.043 | 1.855 | 2.6333 | 2.6575 | −0.0242 |
|
| 0.919 | 0.117 | 0 | −0.043 | 1.789 | 2.7527 | 2.5732 | 0.1795 |
|
| 0.81 | 0.117 | 1 | 0.004 | 1.862 | 2.9022 | 2.8258 | 0.0764 |
|
| 0.821 | 0.075 | 1 | −0.055 | 1.8 | 2.5199 | 2.3743 | 0.1456 |
|
| 0.807 | 0.098 | 1 | −0.055 | 2 | 2.5414 | 2.4945 | 0.0469 |
|
| 0.955 | 0.099 | 1 | −0.066 | 2 | 2.1812 | 2.4751 | −0.2939 |
|
| 0.99 | 0.097 | 1 | −0.034 | 2 | 2.6083 | 2.2726 | 0.3357 |
|
| 0.83 | 0.103 | 1 | 0.025 | 2 | 2.4454 | 2.4343 | 0.0111 |
|
| 0.747 | 0.097 | 1 | 0.025 | 2 | 2.5922 | 2.4056 | 0.1866 |
|
| 0.678 | 0.1 | 1 | −0.017 | 1.941 | 2.4954 | 2.6896 | −0.1942 |
|
| 0.66 | 0.112 | 1 | 0.019 | 1.84 | 3.1229 | 2.9197 | 0.2032 |
|
| 0.695 | 0.102 | 1 | −0.013 | 1.895 | 2.7730 | 2.7490 | 0.024 |
|
| 0.755 | 0.117 | 1 | 0.098 | 1.89 | 2.7821 | 2.7227 | 0.0594 |
|
| 0.747 | 0.098 | 1 | 0.145 | 1.941 | 2.3759 | 2.3697 | 0.0062 |
|
| 0.674 | 0.097 | 1 | −0.115 | 1.84 | 2.9435 | 2.9037 | 0.0398 |
|
| 0.74 | 0.114 | 0 | 0.001 | 1.846 | 2.5447 | 2.5984 | −0.0537 |
|
| 0.761 | 0.118 | 0 | 0.05 | 1.81 | 2.5950 | 2.5985 | −0.0035 |
|
| 0.668 | 0.117 | 1 | 0.08 | 1.818 | 3.0888 | 2.9454 | 0.1434 |
|
| 0.609 | 0.115 | 1 | 0.037 | 1.826 | 3.1180 | 3.0118 | 0.1062 |
|
| 0.59 | 0.092 | 1 | 0.106 | 1.775 | 2.5165 | 2.8367 | −0.3202 |
|
| 0.604 | 0.109 | 1 | 0.015 | 1.833 | 2.9935 | 2.9747 | 0.0188 |
|
| 0.586 | 0.108 | 1 | −0.01 | 1.948 | 2.9452 | 2.8549 | 0.0903 |
|
| 0.567 | 0.133 | 1 | −0.063 | 1.902 | 3.1835 | 3.4251 | −0.2416 |
|
| 0.589 | 0.113 | 1 | −0.004 | 1.902 | 3.0716 | 2.9827 | 0.0889 |
|
| 0.591 | 0.124 | 0 | −0.052 | 1.862 | 3.0165 | 2.9033 | 0.1132 |
|
| 0.568 | 0.103 | 1 | −0.012 | 1.902 | 2.7510 | 2.9068 | −0.1558 |
|
| 0.625 | 0.113 | 1 | 0.019 | 1.906 | 2.8193 | 2.9159 | −0.0966 |
|
| 0.693 | 0.105 | 0 | 0.045 | 1.822 | 2.4436 | 2.5076 | −0.064 |
Figure 1Plot of experimental versus predicted pLC50 (mol/L) values of training sets and test sets against female T. cinnabarinus.
Summary of the results obtained from CoMFA and CoMSIA analyses.
| Parameter | CoMFA | CoMSIA |
|---|---|---|
| R2 (correlation coefficient squared) | 0.993 | 0.965 |
| ONC (the optimal number of components) | 6 | 6 |
| q2LOO (leave-one-out cross validation correlation coefficient squared) | 0.802 | 0.735 |
| F value | 422.047 | 83.553 |
| SEE | 0.029 | 0.059 |
| Fields | SE | SEHDA |
| Field distribution (%) | ||
| Steric | 70.8 | 21.5 |
| Electrostatic | 29.2 | 28.5 |
| Hydrophobic | – | 44.9 |
| Donor | – | 0 |
| Acceptor | – | 5.0 |
| Testing set | ||
| R2pred | 0.999 | 0.787 |
Experimental and predicted acaricidal activities (pLC50, mol/L) from 3D-QSAR of the compounds 8–37.
| Compounds | Experimental pLC50 | CoMFA | CoMSIA | ||
|---|---|---|---|---|---|
| Prediced pLC50 | Residual | Prediced pLC50 | Residual | ||
|
| 3.0813 | 3.0973 | −0.016 | 3.0924 | −0.0111 |
|
| 3.0757 | 3.0725 | 0.0032 | 3.0575 | 0.0182 |
|
| 2.6333 | 2.6274 | 0.0059 | 2.5286 | 0.1047 |
|
| 2.7527 | 2.7598 | −0.0071 | 2.7593 | −0.0066 |
|
| 2.9022 | 2.9078 | −0.0056 | 2.9684 | −0.0662 |
|
| 2.5199 | 2.4480 | 0.0719 | 2.4733 | 0.0466 |
|
| 2.5414 | 2.5493 | −0.0079 | 2.5388 | 0.0026 |
|
| 2.1812 | 2.2194 | −0.0382 | 2.2796 | −0.0984 |
|
| 2.6083 | 2.6112 | −0.0029 | 2.8778 | −0.2695 |
|
| 2.4454 | 2.4623 | −0.0169 | 2.4475 | −0.0021 |
|
| 2.5922 | 2.6016 | −0.0094 | 2.5501 | 0.0421 |
|
| 2.4954 | 2.4951 | 0.0003 | 2.5121 | −0.0167 |
|
| 3.1229 | 3.1170 | 0.0059 | 3.1055 | 0.0174 |
|
| 2.773 | 2.7801 | −0.0071 | 2.7715 | 0.0015 |
|
| 2.7821 | 2.7970 | −0.0149 | 2.8082 | −0.0261 |
|
| 2.3759 | 2.3723 | 0.0036 | 2.3906 | −0.0147 |
|
| 2.9435 | 2.9283 | 0.0152 | 2.9396 | 0.0039 |
|
| 2.5447 | 2.5653 | −0.0206 | 2.5621 | −0.0174 |
|
| 2.595 | 2.5766 | 0.0184 | 2.5922 | 0.0029 |
|
| 3.0888 | 3.0794 | 0.0094 | 3.0367 | 0.0521 |
|
| 3.118 | 3.1368 | −0.0188 | 3.0989 | 0.0191 |
|
| 2.5165 | 2.5110 | 0.0055 | 2.5584 | −0.0419 |
|
| 2.9935 | 2.9990 | −0.0055 | 2.9795 | 0.0140 |
|
| 2.9452 | 2.9766 | −0.0314 | 2.9259 | 0.0193 |
|
| 3.1835 | 3.1459 | 0.0376 | 3.0742 | 0.1093 |
|
| 3.0716 | 3.0717 | −0.00005 | 3.1080 | −0.0364 |
|
| 3.0165 | 3.0186 | −0.0021 | 3.0850 | −0.0685 |
|
| 2.751 | 2.7630 | −0.012 | 2.8301 | −0.0791 |
|
| 2.8193 | 2.7858 | 0.0335 | 2.8629 | −0.0436 |
|
| 2.4436 | 2.4378 | 0.0058 | 2.3760 | 0.0676 |
Figure 2The plot of experimental versus calculated pLC50 values from CoMFA analyses for the training and test set compounds.
Figure 3The plot of experimental versus calculated pLC50 values from CoMSIA analyses for the training and test set compounds.
Figure 4(A) The skeleton structure of the studied scopoletin phenolic ether derivatives and (B) the chemical structure of compound 8.
Figure 5CoMFA STDEV*COEFF contour maps around the compound 8. (A) Steric fields: green contours indicate regions where bulky groups increase activity, while yellow contours indicate regions where bulky groups decrease activity; and (B) electrostatic fields: blue contours indicate regions where electron positive groups increase activity, while red contours indicate regions where electron negative groups increase activity. Compound 8 is displayed as a reference.
Figure 6CoMSIA STDEV*COEFF contour maps around the compound 8. (A) Steric fields: green contours and yellow contours show regions where an increase in bulky groups will increase and decrease activity, respectively; (B) electrostatic fields: blue contours and red contours show regions where an increase in electron positive groups and electron negative groups will increase activity, respectively; (C) hydrophobic fields: yellow contours and white contours show regions where an increase in lipophilicity and hydrophilicity will increase activity, respectively; (D) H-bond acceptor contour map: magenta contour and red contour show regions where an increase in hydrogen-bond acceptor groups and hydrogen-bond donor groups will increase activity.
Binding energy and nonbonding interaction of scopoletin and its derivatives.
| Compounds | Binding Energy | Van der Waals | H-Bond | Hydrophobic Interaction (Pi–Alkyl and Alkyl) | Electrostatic Interaction (Pi–Anion and Pi–Cation) | |||
|---|---|---|---|---|---|---|---|---|
| Amino Acid-Ligand Atom | Distance (Å) | Amino Acid-Ligand Atom | Distance (Å) | Amino Acid-Ligand Atom | Distance (Å) | |||
|
| −5.25 | GLU214, SER215, HIS223, SER221, ARG781 | ASP222 [C-O…H] | 2.05 | VAL224 [Alkyl–Pi] | 4.07, 4.88 | ||
|
| −5.15 | SER215, HIS223, THR218, ARG781, ASN725, GLU220, SER221 | GLU214 [N-H…O] | 2.15 | VAL224 [Alkyl–Pi] | 4.53, 5.47 | ||
|
| −5.38 | SER215, THR218, ASN725, MET490, GLU220, SER 221, HIS223 | GLU214 [N-H…O] | 2.12 | VAL224 [Alkyl–Pi] | 4.50, 5.39 | ||
|
| −5.40 | SER215, HIS223, THR218, ASN725, GLY723, LYS481, LYS549, GLU220, SER221 | GLU214 [N-H…O] | 2.03 | VAL224 [Alkyl–Pi] | 4.17, 5.20 | ||
|
| −7.41 | SER215, SER221, GLU220, MET490, ILE732, ASP698, THR728, GLU697, GLY648, LEU649, ARG781, ASN725, THR218, HIS223 | GLU214 [N-H…O] | 1.98 | VAL224 [Alkyl–Pi] | 4.27, 5.47 | LYS481[Cation–Pi] | 4.54 |
|
| −6.22 | ILE212, HIS223, ASP222, GLU220, ASN725, ASP724, PRO784, SER783, SER782 | GLU214 [N-H…O] | 1.77 | VAL224 [Alkyl–Pi]LEU217 [Alkyl–Alkyl] | 3.78, 4.45 | ||
* Nonconventional hydrogen bond.
Figure 7The recognized binding modes and molecular interactions of the scopoletin (A) and compounds 8 (B), 9 (C), 12 (D), 20 (E), 28 (F) in the active site of TcPMCA1.
Figure 8Two dimensional interactions scheme of scopoletin (A) and compounds 8 (B), 9 (C), 12 (D), 20 (E), and 28 (F) to TcPMCA1.
Evaluation parameters of Lipinski’s rule of five and its extensions from scopoletin and its phenolic ether derivatives (8–37).
| Entry | miLogp | %ABS | TPSA (A2) | MW | n-ON Acceptors | nOHNH Donors | Lipinski’s Violations | n-ROTB | MV |
|---|---|---|---|---|---|---|---|---|---|
| Rule | ≤5 | — | ≤140 | ≤500 | ≤10 | ≤5 | ≤1 | ≤10 | — |
|
| 1.33 | 88.41 | 59.67 | 192.17 | 4 | 1 | 0 | 1 | 162.15 |
|
| 1.64 | 92.21 | 48.68 | 206.20 | 4 | 0 | 0 | 2 | 179.68 |
|
| 2.01 | 92.21 | 48.68 | 220.22 | 4 | 0 | 0 | 3 | 196.48 |
|
| 2.52 | 92.21 | 48.68 | 234.25 | 4 | 0 | 0 | 4 | 213.28 |
|
| 2.38 | 92.21 | 48.68 | 234.25 | 4 | 0 | 0 | 3 | 213.07 |
|
| 3.07 | 92.21 | 48.68 | 248.28 | 4 | 0 | 0 | 5 | 230.08 |
|
| 2.76 | 92.21 | 48.68 | 248.28 | 4 | 0 | 0 | 4 | 229.87 |
|
| 2.51 | 92.21 | 48.68 | 246.26 | 4 | 0 | 0 | 4 | 219.51 |
|
| 3.04 | 92.21 | 48.68 | 260.29 | 4 | 0 | 0 | 3 | 236.31 |
|
| 3.54 | 92.21 | 48.68 | 274.32 | 4 | 0 | 0 | 3 | 253.11 |
|
| 3.92 | 92.21 | 48.68 | 288.34 | 4 | 0 | 0 | 4 | 269.91 |
|
| 3.23 | 92.21 | 48.68 | 282.30 | 4 | 0 | 0 | 4 | 251.33 |
|
| 3.68 | 92.21 | 48.68 | 296.32 | 4 | 0 | 0 | 4 | 267.89 |
|
| 4.94 | 92.21 | 48.68 | 338.40 | 4 | 0 | 0 | 5 | 317.51 |
|
| 3.19 | 76.40 | 94.50 | 327.29 | 7 | 0 | 0 | 5 | 274.66 |
|
| 4.51 | 92.21 | 48.68 | 351.19 | 4 | 0 | 0 | 4 | 278.40 |
|
| 3.91 | 92.21 | 48.68 | 316.74 | 4 | 0 | 0 | 4 | 264.86 |
|
| 4.13 | 92.21 | 48.68 | 350.29 | 4 | 0 | 0 | 5 | 282.62 |
|
| 4.20 | 89.02 | 57.91 | 366.29 | 5 | 0 | 0 | 6 | 291.61 |
|
| 0.74 | 82.17 | 77.78 | 263.25 | 6 | 1 | 0 | 4 | 227.87 |
|
| 1.12 | 82.17 | 77.78 | 277.28 | 6 | 1 | 0 | 5 | 244.67 |
|
| 1.62 | 82.17 | 77.78 | 291.30 | 6 | 1 | 0 | 6 | 261.47 |
|
| 1.42 | 82.17 | 77.78 | 291.30 | 6 | 1 | 0 | 5 | 261.25 |
|
| 2.18 | 82.17 | 77.78 | 305.33 | 6 | 1 | 0 | 7 | 278.27 |
|
| 2.14 | 82.17 | 77.78 | 339.35 | 6 | 1 | 0 | 6 | 299.51 |
|
| 2.79 | 82.17 | 77.78 | 373.79 | 6 | 1 | 0 | 6 | 313.05 |
|
| 2.82 | 82.17 | 77.78 | 373.79 | 6 | 1 | 0 | 6 | 313.05 |
|
| 3.42 | 82.17 | 77.78 | 408.24 | 6 | 1 | 0 | 6 | 326.59 |
|
| 2.59 | 82.17 | 77.78 | 353.37 | 6 | 1 | 0 | 6 | 316.08 |
|
| 2.20 | 78.98 | 87.01 | 369.37 | 7 | 1 | 0 | 7 | 325.06 |
|
| 3.85 | 82.17 | 77.78 | 395.45 | 6 | 1 | 0 | 7 | 365.70 |
Note: % ABS: percentage absorption, TPSA: topological polar surface area, n-ROTB: number of rotatable bonds, MV: molecular volume, MW: molecular weight, milogP: logarithm of partition coefficient of compound between n-octanol and water, n-ON acceptors: number of hydrogen bond acceptors, n-OHNH donors: number of hydrogen bonds donors.