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Yuan Y, Mosier PD, Zhang Y. Quantitative structure-property relationship (QSPR) model for predicting acidities of ketones. ACTA ACUST UNITED AC 2012. [DOI: 10.4236/jbpc.2012.31007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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LIAO SIYAN, QIAN LI, MIAO TIFANG, SHEN YONG, ZHENG KANGCHENG. 3D-QSAR STUDIES OF SUBSTITUTED 4-ARYL/HETEROARYL-4H-CHROMENES AS APOPTOSIS INDUCERS USING CoMFA AND CoMSIA. JOURNAL OF THEORETICAL & COMPUTATIONAL CHEMISTRY 2011. [DOI: 10.1142/s0219633609004599] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Three-dimensional (3D) quantitative structure–activity relationships (QSARs) of 36 apoptosis inducers, substituted 4-aryl/heteroaryl-4H-chromenes with anticancer activity against human breast cancer cell lines T47D, have been studied by using methods of comparative molecular field analysis (CoMFA) and comparative molecular similarity analysis (CoMSIA). The established 3D-QSAR models in training set show not only significant statistical quality, but also predictive ability, with high correlation coefficient (R2) values and cross-validation coefficient (q2) values: CoMFA (R2, q2: 0.944, 0.747), CoMSIA (R2, q2: 0.944, 0.704). Moreover, the predictive abilities of the CoMFA and CoMSIA models were further confirmed by a test set, giving the predictive correlation coefficients ([Formula: see text] values) of 0.845 and 0.851, respectively. Based on the CoMFA and CoMSIA contour map analyses, some key factors responsible for anticancer activity of this series of compounds have been found as follows: the steric interaction plays a decisive role in determining the anticancer activities of these compounds; bulky groups as substituent R 1 are not tolerated; in addition to a steric moderation, higher degree of electropositivity and hydrophobicity on the terminal alkyl of substituent R 2 might be favorable to the activity; the substituent R 3 should be hydrophobic; bulky and strong electron withdrawing groups for the substituent R 4 are not advantageous to the activity; simultaneously introducing large electronegative atoms as hydrogen-acceptors to the first atoms of the substituents R 5 and R 6 may increase the activity, but substituents R 5 and R 6 with a linking group – OCH 2 O – may decrease the activity. Such results can offer some useful theoretical references for understanding the action mechanism, designing more potent derivatives, and predicting their activities prior to synthesis.
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Affiliation(s)
- SI YAN LIAO
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou 510275, P. R. China
| | - LI QIAN
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou 510275, P. R. China
| | - TI FANG MIAO
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou 510275, P. R. China
| | - YONG SHEN
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou 510275, P. R. China
| | - KANG CHENG ZHENG
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou 510275, P. R. China
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LIAO SIYAN, QIAN LI, CHEN JINCAN, SHEN YONG, ZHENG KANGCHENG. 2D/3D-QSAR STUDY ON ANALOGUES OF 2-METHOXYESTRADIOL WITH ANTICANCER ACTIVITY. JOURNAL OF THEORETICAL & COMPUTATIONAL CHEMISTRY 2011. [DOI: 10.1142/s0219633608003745] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Two-dimensional (2D) and three-dimensional (3D) quantitative structure–activity relationships (QSARs) of 23 analogs of 2-Methoxyestradiol with anticancer activity (expressed as p GI50) against MCF-7 human breast cancer cells have been studied by using a combined method of the DFT, MM2 and statistics for 2D, as well as the comparative molecular field analysis (CoMFA) for 3D. The established 2D-QSAR model in training set shows not only significant statistical quality, but also predictive ability, with the square of adjusted correlation coefficient [Formula: see text] and the square of the cross-validation coefficient (q2= 0.779). The same model was further applied to predict p GI50values of the four compounds in the test set, and the resulting [Formula: see text] being as high as 0.827, further confirms that this 2D-QSAR model has high predictive ability for this kind of compound. The 3D-QSAR model also shows good correlative and predictive capabilities in terms of R2(0.927) and q2(0.786) obtained from CoMFA model. The results that 2D- and 3D-QSAR analyses accord with each other, suggest that the electrostatic interaction plays a decisive role in determining the anticancer activity of the studied compounds, and that increasing the negative charge of substituent R2and the positive charge of substituents linking to C17as well as decreasing the size of substituent R1are advantageous to improving the cytotoxicity. Such results can offer some useful theoretical references for directing the molecular design and understanding the action mechanism of this kind of compound with anticancer activity.
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Affiliation(s)
- SI YAN LIAO
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou, 510275, P. R. China
| | - LI QIAN
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou, 510275, P. R. China
| | - JIN CAN CHEN
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou, 510275, P. R. China
| | - YONG SHEN
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou, 510275, P. R. China
| | - KANG CHENG ZHENG
- School of Chemistry and Chemical Engineering, Zhongshan (Sun Yat-Sen) University, Guangzhou, 510275, P. R. China
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Liao SY, Chen JC, Miao TF, Shen Y, Zheng KC. Binding conformations and QSAR of CA-4 analogs as tubulin inhibitors. J Enzyme Inhib Med Chem 2009; 25:421-9. [DOI: 10.3109/14756360903213499] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Si Yan Liao
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Jin Can Chen
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
- Analysis Center of Guangdong Medical College, Zhanjiang, China
| | - Ti Fang Miao
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Yong Shen
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Kang Cheng Zheng
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
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Liao SY, Chen TJ, Miao TF, Qian L, Zheng KC. Binding Orientations, QSAR, and Molecular Design of Thiophene Derivative Inhibitors. Chem Biol Drug Des 2009; 74:289-96. [DOI: 10.1111/j.1747-0285.2009.00861.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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QIAN LI, LU HAILIANG, LIAO SIYAN, MIAO TIFANG, SHEN YONG, ZHENG KANGCHENG. 3D-QSAR AND DOCKING STUDIES OF NOVEL QUINAZOLINE ANALOGUES AS ORAL INHIBITORS TOWARDS AP-1 AND NF-κB. JOURNAL OF THEORETICAL & COMPUTATIONAL CHEMISTRY 2009. [DOI: 10.1142/s021963360900468x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Three-dimensional quantitative structure-activity relationship (3D-QSAR) and Docking studies of novel quinazoline analogues, which are oral potential inhibitors towards the activator protein-1 (AP-1) and nuclear factor kappa B (NF-κB), have been carried out. The 3D-QSAR study based on the comparative molecular field analysis (CoMFA) shows the established model having a significant statistical quality and excellent predictive ability, in which the correlation coefficient R is 0.972 and cross-validation coefficient q2 is 0.619. The Docking results also show a considerable correlation (or trend) between the energy scores and the corresponding experimental values for these compounds at some sites. Meanwhile, it is very interesting to find the binding sites just fall on the joint regions between AP-1 (or NF-κB) and DNA. It may be the reason that the quinazoline analogues have inhibition function because their existence on these joint regions can effectively prevent free AP-1 and NF-κB from binding to DNA. Based on the established 3D-QSAR and Docking analyses, six new compounds of quinazoline analogues with higher inhibitory activities were theoretically designed and presented. The above results can offer some valuable theoretical references for the pharmaceutical molecular design as well as the action mechanism analysis.
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Affiliation(s)
- LI QIAN
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
| | - HAI-LIANG LU
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
| | - SI-YAN LIAO
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
| | - TI-FANG MIAO
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
| | - YONG SHEN
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
| | - KANG-CHENG ZHENG
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou 510275, People's Republic of China
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