DocumentCode :
1650078
Title :
QSAR and Molecular Stereoelectronic Properties of Phloroglucinol Derivatives as Potential Anti-Tumor Agents
Author :
Ma, Chengwei ; Yan, Chunli ; Teng, Hu ; Xiu, Zhilong
Author_Institution :
Dept. of Biosci. & Biotechnol., Dalian Univ. of Technol., Dalian
fYear :
2008
Firstpage :
1
Lastpage :
4
Abstract :
The quantitative structure-activity relationship (QSAR) was performed on the phloroglucinol derivatives, a kind of anti-tumor agents, to predict their biological activities through their molecular features and properties. Using genetic algorithm (GA) as the statistical method, a robust model with R2 = 0.9504, q2 = 0.9096, was achieved, which could explain more than 90% of the variance of data. Molecular orbital (MO) theoretical calculations under quantum chemical semi-empirical approach AMI were carried out to investigate the stereoelectronic properties of the phloroglucinol derivatives. The results show that the carbonyl is an essential structure for the phloroglucinol derivatives to show their activities. Carbonylic oxygens could be considered as potential binding sites for the target molecules. The charge transfer is not likely to happen during the interaction between the phloroglucinol derivatives and the target molecules.
Keywords :
biochemistry; cancer; genetic algorithms; molecular biophysics; molecular configurations; orbital calculations; physiological models; QSAR; binding sites; charge transfer; genetic algorithm; molecular orbital theoretical calculations; quantitative structure-activity relationship; quantum chemical semi-empirical approach; stereoelectronic properties; Biological system modeling; Biotechnology; Charge transfer; Chemical compounds; Genetic algorithms; Orbital calculations; Predictive models; Quantum mechanics; Robustness; Statistical analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1747-6
Electronic_ISBN :
978-1-4244-1748-3
Type :
conf
DOI :
10.1109/ICBBE.2008.7
Filename :
4534887
Link To Document :
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