Identification of hot spot residues at protein-protein interface

被引:30
|
作者
Li, Lei [1 ]
Zhao, Bing [1 ]
Cui, Zhanhua [1 ]
Gan, Jacob [1 ]
Sakharkar, Meena Kishore [1 ]
Kangueane, Pandjassarame [1 ]
机构
[1] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore 639798, Singapore
关键词
protein-protein interaction; interface analysis; hot spot residues; inter-atomic interaction;
D O I
10.6026/97320630001121
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
It is known that binding free energy of protein-protein interaction is mainly contributed by hot spot (high energy) interface residues. Here, we investigate the characteristics of hot spots by examining inter-atomic sidechain-sidechain interactions using a dataset of 296 alanine-mutated interface residues. Results show that hot spots participate in strong and energetically favorable sidechain-sidechain interactions. Subsequently, we describe a novel, yet simple 'hot spot' prediction model with an accuracy that is similar to many available approaches. The model is also shown to efficiently distinguish specific protein-protein interactions from non-specific interactions.
引用
收藏
页码:121 / +
页数:13
相关论文
共 50 条
  • [1] Identification of hot-spot residues in protein-protein interactions by computational docking
    Grosdidier, Solene
    Fernandez-Recio, Juan
    BMC BIOINFORMATICS, 2008, 9 (1)
  • [2] Identification of hot-spot residues in protein-protein interactions by computational docking
    Solène Grosdidier
    Juan Fernández-Recio
    BMC Bioinformatics, 9
  • [3] 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
  • [4] Method for Predicting Hot Spot Residues at Protein-Protein Interface Based on the Extreme Learning Machine
    Qiu, Yanzi
    Ping, Pengyao
    Wang, Lei
    Pei, Tingrui
    PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2017, : 2689 - 2698
  • [5] 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
  • [6] Identification of a protein-protein interaction hot spot on G-protein βγ subunits
    Bonacci, TM
    Malik, S
    Smrcka, AV
    FASEB JOURNAL, 2004, 18 (05): : A973 - A973
  • [7] Relationship between Hot Spot Residues and Ligand Binding Hot Spots in Protein-Protein Interfaces
    Zerbe, Brandon S.
    Hall, David R.
    Vajda, Sandor
    Whitty, Adrian
    Kozakov, Dima
    JOURNAL OF CHEMICAL INFORMATION AND MODELING, 2012, 52 (08) : 2236 - 2244
  • [8] 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
  • [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] A two-stage classifier for identification of protein-protein interface residues
    Yan, Changhui
    Dobbs, Drena
    Honavar, Vasant
    BIOINFORMATICS, 2004, 20 : 371 - 378