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PMID: 11394736 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S. Research Support, U.S. Gov't, P.H.S.

DOCK 4.0: search strategies for automated molecular docking of flexible molecule databases.

Journal of computer-aided molecular design ·Vol. 15 ·No. 5 ·2001-05-00 ·Pages 411-28

Ewing TJ, Makino S, Skillman AG, Kuntz ID

Abstract

In this paper we describe the search strategies developed for docking flexible molecules to macomolecular sites that are incorporated into the widely distributed DOCK software, version 4.0. The search strategies include incremental construction and random conformation search and utilize the existing Coulombic and Lennard-Jones grid-based scoring function. The incremental construction strategy is tested with a panel of 15 crystallographic testcases, created from 12 unique complexes whose ligands vary in size and flexibility. For all testcases, at least one docked position is generated within 2 A of the crystallographic position. For 7 of 15 testcases, the top scoring position is also within 2 A of the crystallographic position. The algorithm is fast enough to successfully dock a few testcases within seconds and most within 100 s. The incremental construction and the random search strategy are evaluated as database docking techniques with a database of 51 molecules docked to two of the crystallographic testcases. Incremental construction outperforms random search and is fast enough to reliably rank the database of compounds within 15 s per molecule on an SGI R10000 cpu.

MeSH Terms
Algorithms Binding Sites Computer Simulation Crystallography, X-Ray Databases as Topic Dipeptides/chemistry Drug Design Models, Molecular Molecular Conformation Piperidines/chemistry Software Software Design Thermodynamics Trypsin/chemistry
Chemicals
Dipeptides Piperidines N(alpha)-(2-naphthylsulfonylglycyl)-4-amidinophenylalanine piperidide Trypsin
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Ewing T J
Department of Pharmaceutical Chemistry, School of Pharmacy, University of California, San Francisco 94143-0446, USA.
Makino S
Skillman A G
Kuntz I D
References (28)
28 references, click to expand
  1. Flexible ligand docking using a genetic algorithm.
    J Comput Aided Mol Des. 1995 Apr;9(2):113-30 PMID: 7608743
  2. Hammerhead: fast, fully automated docking of flexible ligands to protein binding sites.
    Chem Biol. 1996 Jun;3(6):449-62 PMID: 8807875
  3. A comparison of heuristic search algorithms for molecular docking.
    J Comput Aided Mol Des. 1997 May;11(3):209-28 PMID: 9263849
  4. Structural origins of high-affinity biotin binding to streptavidin.
    Science. 1989 Jan 6;243(4887):85-8 PMID: 2911722
  5. Distributed automated docking of flexible ligands to proteins: parallel applications of AutoDock 2.4.
    J Comput Aided Mol Des. 1996 Aug;10 (4):293-304 PMID: 8877701
  6. Ligand docking to proteins with discrete side-chain flexibility.
    J Mol Biol. 1994 Jan 7;235(1):345-56 PMID: 8289255
  7. The development of a simple empirical scoring function to estimate the binding constant for a protein-ligand complex of known three-dimensional structure.
    J Comput Aided Mol Des. 1994 Jun;8(3):243-56 PMID: 7964925
  8. Development and validation of a genetic algorithm for flexible docking.
    J Mol Biol. 1997 Apr 4;267(3):727-48 PMID: 9126849
  9. High-resolution structure of the complex between carboxypeptidase A and L-phenyl lactate.
    Acta Crystallogr D Biol Crystallogr. 1993 Nov 1;49(Pt 6):534-40 PMID: 15299490
  10. Binding of N-carboxymethyl dipeptide inhibitors to thermolysin determined by X-ray crystallography: a novel class of transition-state analogues for zinc peptidases.
    Biochemistry. 1984 Nov 20;23(24):5724-9 PMID: 6395881
  11. A geometric approach to macromolecule-ligand interactions.
    J Mol Biol. 1982 Oct 25;161(2):269-88 PMID: 7154081
  12. Using shape complementarity as an initial screen in designing ligands for a receptor binding site of known three-dimensional structure.
    J Med Chem. 1988 Apr;31(4):722-9 PMID: 3127588
  13. A shape- and chemistry-based docking method and its use in the design of HIV-1 protease inhibitors.
    J Comput Aided Mol Des. 1994 Jun;8(3):231-42 PMID: 7964924
  14. Docking of hydrophobic ligands with interaction-based matching algorithms.
    Bioinformatics. 1999 Mar;15(3):243-50 PMID: 10222412
  15. Crystallographic analysis at 3.0-A resolution of the binding to human thrombin of four active site-directed inhibitors.
    J Biol Chem. 1991 Oct 25;266(30):20085-93 PMID: 1939071
  16. Geometry of binding of the benzamidine- and arginine-based inhibitors N alpha-(2-naphthyl-sulphonyl-glycyl)-DL-p-amidinophenylalanyl-pipe ridine (NAPAP) and (2R,4R)-4-methyl-1-[N alpha-(3-methyl-1,2,3,4-tetrahydro-8- quinolinesulphonyl)-L-arginyl]-2-piperidine carboxylic acid (MQPA) to human alpha-thrombin. X-ray crystallographic determination of the NAPAP-trypsin complex and modeling of NAPAP-thrombin and MQPA-thrombin.
    Eur J Biochem. 1990 Oct 5;193(1):175-82 PMID: 2226434
  17. FLOG: a system to select 'quasi-flexible' ligands complementary to a receptor of known three-dimensional structure.
    J Comput Aided Mol Des. 1994 Apr;8(2):153-74 PMID: 8064332
  18. Scoring noncovalent protein-ligand interactions: a continuous differentiable function tuned to compute binding affinities.
    J Comput Aided Mol Des. 1996 Oct;10(5):427-40 PMID: 8951652
  19. Molecular recognition of the inhibitor AG-1343 by HIV-1 protease: conformationally flexible docking by evolutionary programming.
    Chem Biol. 1995 May;2(5):317-24 PMID: 9383433
  20. A fast flexible docking method using an incremental construction algorithm.
    J Mol Biol. 1996 Aug 23;261(3):470-89 PMID: 8780787
  21. Orientational sampling and rigid-body minimization in molecular docking revisited: on-the-fly optimization and degeneracy removal.
    J Comput Aided Mol Des. 1996 Apr;10(2):123-32 PMID: 8741016
  22. X-ray crystallographic investigation of substrate binding to carboxypeptidase A at subzero temperature.
    Proc Natl Acad Sci U S A. 1986 Oct;83(20):7568-72 PMID: 3463986
  23. Multiple automatic base selection: protein-ligand docking based on incremental construction without manual intervention.
    J Comput Aided Mol Des. 1997 Jul;11(4):369-84 PMID: 9334903
  24. Molecular docking to ensembles of protein structures.
    J Mol Biol. 1997 Feb 21;266(2):424-40 PMID: 9047373
  25. Rational automatic search method for stable docking models of protein and ligand.
    J Mol Biol. 1994 Oct 21;243(2):310-26 PMID: 7932757
  26. Matching chemistry and shape in molecular docking.
    Protein Eng. 1993 Sep;6(7):723-32 PMID: 7504257
  27. Geometry of binding of the N alpha-tosylated piperidides of m-amidino-, p-amidino- and p-guanidino phenylalanine to thrombin and trypsin. X-ray crystal structures of their trypsin complexes and modeling of their thrombin complexes.
    FEBS Lett. 1991 Aug 5;287(1-2):133-8 PMID: 1879520
  28. Crystal structures of Escherichia coli and Lactobacillus casei dihydrofolate reductase refined at 1.7 A resolution. I. General features and binding of methotrexate.
    J Biol Chem. 1982 Nov 25;257(22):13650-62 PMID: 6815178
Article Info
Journal
Journal of computer-aided molecular design
Abbr.
J Comput Aided Mol Des
ISSN
0920-654X
Published
2001-05-00
Pages
411-28
Language
English
Region
Netherlands
NLM ID
8710425
Subset
IM
Grants
NIGMS NIH HHS · GM-31497 · United States
Analysis Services
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