| Literature DB >> 33917995 |
Youri Oh1, Hoyong Jung1, Hyejin Kim1, Jihyun Baek1, Joonhong Jun1, Hyunwook Cho1, Daseul Im1, Jung-Mi Hah1.
Abstract
Polo-like kinase 1 (PLK1) plays an important role in cell cycle progression and proliferation in cancer cells. PLK1 also contributes to anticancer drug resistance and is a valuable target in anticancer therapeutics. To identify additional effective PLK1 inhibitors, we performed QSAR studies of two series of known PLK1 inhibitors and proposed a new structure based on a hybridized 3D-QSAR model. Given the hybridized 3D-QSAR models, we designed and synthesized 4-benzyloxy-1-(2-arylaminopyridin-4-yl)-1H-pyrazole-3-carboxamides, and we inspected its inhibitory activities to identify novel PLK1 inhibitors with decent potency and selectivity.Entities:
Keywords: hybridization; polo-like kinase 1 (PLK1); pyrazole; quantitative structure-activity relationship
Mesh:
Substances:
Year: 2021 PMID: 33917995 PMCID: PMC8068361 DOI: 10.3390/ijms22083865
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Figure 1Representative PLK1 inhibitors.
Figure 2Observed vs. predicted values of the hybridized CoMFA model. 8-Amino-4,5-dihydro-1H-pyrazolo [4,3-h]quinazoline-3-carboxamides (series A; orange) and thiophene-2-carboxamide (series B; cyan).
Figure 3(a) Alignment of two series of compounds. Thiophene-2-carboxamide (cyan) and 8-amino-4, 5-dihydro-1H-pyrazolo[4,3-h]quinazoline-3-carbaldehyde derivatives (orange). (b) CoMFA steric contour map, (c) CoMFA electrostatic contour map, and (d) CoMSIA contour map.
PLS results of final CoMFA and CoMSIA models.
| Components | Receptor-Guided Aligned Model with MC Searching | ||
|---|---|---|---|
| CoMFA | CoMSIA | ||
| PLS statistics | q2 | 0.657 | 0.641 |
| r2 | 0.899 | 0.838 | |
| N | 3 | 3 | |
| SEE | 0.348 | 0.335 | |
| 125.847 | 125.847 | ||
| Predictive r2 | 0.899 | 0.838 | |
| Field contribution | Steric | 0.396 | 0.044 |
| Electrostatic | 0.604 | 0.266 | |
| Hydrophobic | - | 0.262 | |
| Donor | - | 0.158 | |
| Acceptor | - | 0.270 | |
q2, LOO cross-validated correlation coefficient; r2, non-cross-validated correlation coefficient; n, number of components used in the PLS analysis; SEE, standard error estimate; F value, F-statistic for the analysis (Supplementary Tables S1 and S2)
Figure 4Design of a novel PLK1 inhibitor by the hybridization of two QSAR models.
Scheme 1Synthesis of 4-((2-R2-4-R3-benzyloxy)-1-(2-(2-R1-amino)pyridin-4-yl)-1H-pyrazole-3-carboxamide.
Enzymatic activities of 4-benzyloxy-1-(2-(aryl/alkylamino)pyridin-4-yl)-1H-pyrazole-3-carboxamide.
| R1 | R2 | R3 | PLK1 IC50 (μM) | |
|---|---|---|---|---|
|
|
| H | H | >10 |
|
|
| >10 | ||
|
|
| >10 | ||
|
|
| H | H | 9.89 |
|
| CF3 | H | 0.847 | |
|
|
| H | H | 1.02 |
|
| CF3 | H | 1.31 | |
|
|
| Cl | OH | 0.219 |
|
| Cl | N(Me)2 | 1.01 | |
|
|
| Cl | OH | 0.312 |
|
| Cl | N(Me)2 | 0.998 | |
| Control | Staurosporine | 0.143 | ||
Figure 5Percentages of enzymatic inhibition exerted by 15 (10 µM) on 30 selected protein kinases [21].
Figure 6Docking structure of 15 at PLK1 (left, PDB: 3KB7) and the 2D-interaction map (right).