Identification of hot-spot residues in protein-protein interactions by computational docking

被引:84
|
作者
Grosdidier, Solene [1 ]
Fernandez-Recio, Juan [1 ]
机构
[1] Barcelona Supercomp Ctr, Dept Life Sci, Barcelona 08034, Spain
关键词
D O I
10.1186/1471-2105-9-447
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: The study of protein-protein interactions is becoming increasingly important for biotechnological and therapeutic reasons. We can define two major areas therein: the structural prediction of protein-protein binding mode, and the identification of the relevant residues for the interaction (so called 'hot-spots'). These hot-spot residues have high interest since they are considered one of the possible ways of disrupting a protein-protein interaction. Unfortunately, large-scale experimental measurement of residue contribution to the binding energy, based on alanine-scanning experiments, is costly and thus data is fairly limited. Recent computational approaches for hot-spot prediction have been reported, but they usually require the structure of the complex. Results: We have applied here normalized interface propensity (NIP) values derived from rigid-body docking with electrostatics and desolvation scoring for the prediction of interaction hot-spots. This parameter identifies hot-spot residues on interacting proteins with predictive rates that are comparable to other existing methods (up to 80% positive predictive value), and the advantage of not requiring any prior structural knowledge of the complex. Conclusion: The NIP values derived from rigid-body docking can reliably identify a number of hot-spot residues whose contribution to the interaction arises from electrostatics and desolvation effects. Our method can propose residues to guide experiments in complexes of biological or therapeutic interest, even in cases with no available 3D structure of the complex.
引用
收藏
页数:13
相关论文
共 50 条
  • [1] Identification of hot-spot residues in protein-protein interactions by computational docking
    Solène Grosdidier
    Juan Fernández-Recio
    BMC Bioinformatics, 9
  • [2] Context-Based Identification of Protein-Protein Interfaces and "Hot-Spot" Residues
    Geppert, Tim
    Hoy, Benjamin
    Wessler, Silja
    Schneider, Gisbert
    CHEMISTRY & BIOLOGY, 2011, 18 (03): : 344 - 353
  • [3] Protein-protein Docking and Hot-spot Prediction for Drug Discovery
    Grosdidier, Solene
    Fernandez-Recio, Juan
    CURRENT PHARMACEUTICAL DESIGN, 2012, 18 (30) : 4607 - 4618
  • [4] Predicting and Experimentally Validating Hot-Spot Residues at Protein-Protein Interfaces
    Ibarra, Amaurys A.
    Bartlett, Gail J.
    Hegedus, Zsofia
    Dutt, Som
    Hobor, Fruzsina
    Horner, Katherine A.
    Hetherington, Kristina
    Spence, Kirstin
    Nelson, Adam
    Edwards, Thomas A.
    Woolfson, Derek N.
    Sessions, Richard B.
    Wilson, Andrew J.
    ACS CHEMICAL BIOLOGY, 2019, 14 (10) : 2252 - 2263
  • [5] Identification of hot spot residues at protein-protein interface
    Li, Lei
    Zhao, Bing
    Cui, Zhanhua
    Gan, Jacob
    Sakharkar, Meena Kishore
    Kangueane, Pandjassarame
    BIOINFORMATION, 2006, 1 (04) : 121 - +
  • [6] Hot-spot analysis for drug discovery targeting protein-protein interactions
    Rosell, Mireia
    Fernandez-Recio, Juan
    EXPERT OPINION ON DRUG DISCOVERY, 2018, 13 (04) : 327 - 338
  • [7] A computational tool to predict the evolutionarily conserved protein-protein interaction hot-spot residues from the structure of the unbound protein
    Agrawal, Neeraj J.
    Helk, Bernhard
    Trout, Bernhardt L.
    FEBS LETTERS, 2014, 588 (02) : 326 - 333
  • [8] Identification of hot-spot residues in CaVβ/F-actin interaction via cross-linking mass spectrometry and protein-protein docking
    Castilla-Porras, F. J.
    Alfonso-Prieto, M.
    Santiago-Schuebel, B.
    Hidalgo, P.
    ACTA PHYSIOLOGICA, 2022, 236 : 493 - 493
  • [9] Hot regions in protein-protein interactions: The organization and contribution of structurally conserved hot spot residues
    Keskin, O
    Ma, BY
    Nussinov, R
    BIOPHYSICAL JOURNAL, 2005, 88 (01) : 5A - 5A
  • [10] Hot regions in protein-protein interactions: The organization and contribution of structurally conserved hot spot residues
    Keskin, O
    Ma, BY
    Nussinov, R
    JOURNAL OF MOLECULAR BIOLOGY, 2005, 345 (05) : 1281 - 1294