통합자연과학논문집 (Journal of Integrative Natural Science)

조선대학교 기초과학연구원 (The Basic Science Institute Chosun University)
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A CoMFA Study of Glycogen Synthase Kinase 3 Inhibitors

  • Balupuri, Anand (Departments of Biomedical Sciences, College of Medicine, Chosun University) ;
  • Balasubramanian, Pavithra K. (Departments of Biomedical Sciences, College of Medicine, Chosun University) ;
  • Cho, Seung Joo (Departments of Biomedical Sciences, College of Medicine, Chosun University)
  • 투고 : 2015.03.03
  • 심사 : 2015.03.25
  • 발행 : 2015.03.30
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초록

Glycogen synthase kinase 3 (GSK-3) is a serine/threonine protein kinase that has recently emerged as a promising target in drug discovery. It is involved in multiple cellular processes and associated with the pathogenesis of several diseases. A three-dimensional quantitative structure-activity relationship (3D-QSAR) analysis was performed on a series of GSK-3 inhibitors to understand the structural basis for inhibitory activity. Comparative molecular field analysis (CoMFA) method was used to derive 3D-QSAR models. A reliable CoMFA model was developed using ligand-based alignment scheme. The model produced statistically acceptable results with a cross-validated correlation coefficient ($q^2$) of 0.594 and a non-cross-validated correlation coefficient ($r^2$) of 0.943. Robustness of the model was checked by bootstrapping and progressive scrambling analysis. This study could assist in the design of novel compounds with enhanced GSK-3 inhibitory activity.

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