• 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