Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors
Polo-like kinase 1, an important enzyme with diverse biological actions in cell mitosis, is a promising target for developing novel anticancer drugs. A combined molecular docking, structure-based pharmacophore modeling and three-dimensional quantitative structure-activity relationship (3D-QSAR) stud...
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2011-12-01
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doaj-a9d3b97eb4ee4aec95bfe1f5b3f487112020-11-24T21:35:58ZengMDPI AGInternational Journal of Molecular Sciences1422-00672011-12-0112128713873910.3390/ijms12128713Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 InhibitorsTao LuLiang ZhangYi-Ping GaoPei YangHao-Liang YuanShan-Liang SunShuai LuYa-Dong ChenHai-Chun LiuPolo-like kinase 1, an important enzyme with diverse biological actions in cell mitosis, is a promising target for developing novel anticancer drugs. A combined molecular docking, structure-based pharmacophore modeling and three-dimensional quantitative structure-activity relationship (3D-QSAR) study was performed on a set of 4,5-dihydro-1H-pyrazolo[4,3-h]quinazoline derivatives as PLK1 inhibitors. The common substructure, molecular docking and pharmacophore-based alignment were used to develop different 3D-QSAR models. The comparative molecular field analysis (CoMFA) and comparative molecule similarity indices analysis (CoMSIA) models gave statistically significant results. These models showed good q2 and r2pred values and revealed a good response to test set validation. All of the structural insights obtained from the 3D-QSAR contour maps are consistent with the available crystal structure of PLK1. The contour maps obtained from the 3D-QSAR models in combination with the structure based pharmacophore model help to better interpret the structure-activity relationship. These satisfactory results may aid the design of novel PLK1 inhibitors. This is the first report on 3D-QSAR study of PLK1 inhibitors.http://www.mdpi.com/1422-0067/12/12/8713/PLK13D-QSARpharmacophoremolecular docking |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Tao Lu Liang Zhang Yi-Ping Gao Pei Yang Hao-Liang Yuan Shan-Liang Sun Shuai Lu Ya-Dong Chen Hai-Chun Liu |
spellingShingle |
Tao Lu Liang Zhang Yi-Ping Gao Pei Yang Hao-Liang Yuan Shan-Liang Sun Shuai Lu Ya-Dong Chen Hai-Chun Liu Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors International Journal of Molecular Sciences PLK1 3D-QSAR pharmacophore molecular docking |
author_facet |
Tao Lu Liang Zhang Yi-Ping Gao Pei Yang Hao-Liang Yuan Shan-Liang Sun Shuai Lu Ya-Dong Chen Hai-Chun Liu |
author_sort |
Tao Lu |
title |
Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors |
title_short |
Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors |
title_full |
Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors |
title_fullStr |
Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors |
title_full_unstemmed |
Combined Pharmacophore Modeling, Docking, and 3D-QSAR Studies of PLK1 Inhibitors |
title_sort |
combined pharmacophore modeling, docking, and 3d-qsar studies of plk1 inhibitors |
publisher |
MDPI AG |
series |
International Journal of Molecular Sciences |
issn |
1422-0067 |
publishDate |
2011-12-01 |
description |
Polo-like kinase 1, an important enzyme with diverse biological actions in cell mitosis, is a promising target for developing novel anticancer drugs. A combined molecular docking, structure-based pharmacophore modeling and three-dimensional quantitative structure-activity relationship (3D-QSAR) study was performed on a set of 4,5-dihydro-1H-pyrazolo[4,3-h]quinazoline derivatives as PLK1 inhibitors. The common substructure, molecular docking and pharmacophore-based alignment were used to develop different 3D-QSAR models. The comparative molecular field analysis (CoMFA) and comparative molecule similarity indices analysis (CoMSIA) models gave statistically significant results. These models showed good q2 and r2pred values and revealed a good response to test set validation. All of the structural insights obtained from the 3D-QSAR contour maps are consistent with the available crystal structure of PLK1. The contour maps obtained from the 3D-QSAR models in combination with the structure based pharmacophore model help to better interpret the structure-activity relationship. These satisfactory results may aid the design of novel PLK1 inhibitors. This is the first report on 3D-QSAR study of PLK1 inhibitors. |
topic |
PLK1 3D-QSAR pharmacophore molecular docking |
url |
http://www.mdpi.com/1422-0067/12/12/8713/ |
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