‘Inductive' Charges on Atoms in Proteins:  Comparative Docking with the Extended Steroid Benchmark Set and Discovery of a Novel SHBG Ligand

Artem Cherkasov,* Zheng Shi, Yvonne Li, Steven J. M. Jones,§ Magid Fallahi, and Geoffrey L. Hammond
Division of Infectious Diseases, Faculty of Medicine, University of British Columbia, 2733 Heather Street, Vancouver, British Columbia V5Z 3J5, Canada, Strategic CIHR/MSFHR Training Program in Bioinformatics and BC Genome Sciences Centre, BC Cancer Agency, Vancouver, Canada, and Department of Obstetrics and Gynecology, University of British Columbia, BC Research Institute for Children's and Women's Health, British Columbia, Canada
J. Chem. Inf. Model., 2005, 45 (6), pp 1842–1853
DOI: 10.1021/ci0498158
Publication Date (Web): October 22, 2005
Copyright © 2005 American Chemical Society
*

 Corresponding author phone:  604-875-4588; fax:  604-875-4013; e-mail:  artc@interchange.ubc.ca.

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 Faculty of Medicine, University of British Columbia.

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 Strategic CIHR/MSFHR Training Program in Bioinformatics, BC Cancer Agency.

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§

 BC Genome Sciences Centre, BC Cancer Agency.

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 Department of Obstetrics and Gynecology, University of British Columbia.

Abstract

We have developed a novel iterative approach for calculation of partial charges in proteins within the framework of the ‘molecular capacitance' model. The method operates by an effective ‘inductive' electronegativity scale derived from a number of the conventional charge systems including CHARMM, AMBER, MMFF, OPLS, and PEOE among others. Our novel ‘inductive' electronegativity equalization procedure allows rapid and conformation sensitive computation of adequate partial charges in proteins. Accuracy of the ‘inductive' values was confirmed by their correlation with DFT-computed partial charges in common amino acids. A comparative docking study with an extended steroid data set not only illustrated the adequacy of ‘inductive' protein charges but also demonstrated their superior performance compared to several conventional protein charging systems. Subsequent docking with ‘inductive' charges resulted in identification of five potential leads as human Sex Hormone Binding Globulin (SHBG) ligands from a commercial library of natural compounds. When the selected substances were evaluated for their ability to bind SHBG in vitro, three of them displaced testosterone from the SHBG steroid-binding site, and with one compound this was achieved at micromolar concentrations.

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History

  • Published In Issue November 28, 2005
  • Received June 4, 2004

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