3DLigandSite: predicting ligand-binding sites using similar structures

被引:483
|
作者
Wass, Mark N. [1 ]
Kelley, Lawrence A. [1 ]
Sternberg, Michael J. E. [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Ctr Bioinformat, Struct Bioinformat Grp, London SW7 2AZ, England
基金
英国生物技术与生命科学研究理事会;
关键词
IMPORTANT RESIDUES; PROTEIN-STRUCTURE; SEQUENCE; DATABASE;
D O I
10.1093/nar/gkq406
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
3DLigandSite is a web server for the prediction of ligand-binding sites. It is based upon successful manual methods used in the eighth round of the Critical Assessment of techniques for protein Structure Prediction (CASP8). 3DLigandSite utilizes protein-structure prediction to provide structural models for proteins that have not been solved. Ligands bound to structures similar to the query are superimposed onto the model and used to predict the binding site. In benchmarking against the CASP8 targets 3DLigandSite obtains a Matthew's correlation co-efficient (MCC) of 0.64, and coverage and accuracy of 71 and 60%, respectively, similar results to our manual performance in CASP8. In further benchmarking using a large set of protein structures, 3DLigandSite obtains an MCC of 0.68. The web server enables users to submit either a query sequence or structure. Predictions are visually displayed via an interactive Jmol applet. 3DLigandSite is available for use at http://www.sbg.bio.ic.ac.uk/3dligandsite.
引用
收藏
页码:W469 / W473
页数:5
相关论文
共 50 条
  • [1] 3DLigandSite: structure-based prediction of protein-ligand binding sites
    McGreig, Jake E.
    Uri, Hannah
    Antczak, Magdalena
    Sternberg, Michael J. E.
    Michaelis, Martin
    Wass, Mark N.
    NUCLEIC ACIDS RESEARCH, 2022, 50 (W1) : W13 - W20
  • [2] Using Multiple Microenvironments to Find Similar Ligand-Binding Sites: Application to Kinase Inhibitor Binding
    Liu, Tianyun
    Altman, Russ B.
    PLOS COMPUTATIONAL BIOLOGY, 2011, 7 (12)
  • [3] Recognizing five molecular ligand-binding sites with similar chemical structure
    Hu, Xiuzhen
    Ge, Riletu
    Feng, Zhenxing
    JOURNAL OF COMPUTATIONAL CHEMISTRY, 2020, 41 (02) : 110 - 118
  • [4] A method to search for similar protein local structures at ligand-binding sites and its application to adenine recognition
    Nobuo Kobayashi
    N. Go
    European Biophysics Journal, 1997, 26 : 135 - 144
  • [5] A method to search for similar protein local structures at ligand-binding sites and its application to adenine recognition
    Kobayashi, N
    Go, N
    EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS, 1997, 26 (02): : 135 - 144
  • [6] Method for comparing the structures of protein ligand-binding sites and application for predicting protein-drug interactions
    Minai, Ryoichi
    Matsuo, Yo
    Onuki, Hiroyuki
    Hirota, Hiroshi
    PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2008, 72 (01) : 367 - 381
  • [7] Global similarity network of flexible ligand-binding sites for predicting ligand toxicity and polypharmacology
    Ilatovskiy, Andrey
    Kufareva, Irina
    Abagyan, Ruben
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2016, 251
  • [8] EasyMIFs and SiteHound: a toolkit for the identification of ligand-binding sites in protein structures
    Ghersi, Dario
    Sanchez, Roberto
    BIOINFORMATICS, 2009, 25 (23) : 3185 - 3186
  • [9] INTERACTION OF LIGAND-BINDING SITES OF ACETYLCHOLINESTERASE
    MOOSER, G
    SIGMAN, DS
    CROATICA CHEMICA ACTA, 1975, 47 (03) : 265 - 275
  • [10] Ligand-binding sites on the αV subunit of integrin αvβ3
    Honda, S
    Tomiyama, Y
    Kashiwagi, H
    Tadokoro, S
    Kiyoi, T
    Kurata, Y
    Matsuzawa, Y
    THROMBOSIS AND HAEMOSTASIS, 1999, : 250 - 250