Computational methods for protein-protein interaction and their application

被引:19
|
作者
Shi, TL
Li, YX
Cai, YD
Chou, KC
机构
[1] Univ Manchester, Dept Biomol Sci, Manchester M60 1QD, Lancs, England
[2] Chinese Acad Sci, Shanghai Inst Biol Sci, Bioinformat Ctr, Shanghai 200031, Peoples R China
[3] Shanghai Univ, Bioinformat Ctr, Shanghai 200444, Peoples R China
[4] Shanghai Ctr Bioinformat Technol, Shanghai 200235, Peoples R China
[5] Shandong Univ, Dept Chem, Shanghai 200444, Peoples R China
[6] Gordon Life Sci Inst, San Diego, CA 92130 USA
关键词
D O I
10.2174/138920305774329313
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
Protein-protein interactions play a central role in numerous processes in cell and are one of the main research fields in current functional proteomics. The increase of finished genomic sequences has greatly stimulated the progress for detecting the functions of the genes and their encoded proteins. As complementary ways to the high through-put experimental methods, various methods of bioinformatics have been developed for the study of the protein-protein interaction. These methods range from the sequence homology-based to the genomic-context based. Recently, it tends to integrate the data from different methods to build the protein-protein interaction network, and to predict the protein function from the analysis of the network structure. Efforts are ongoing to improve these methods and to search for novel aspects in genomes that could be exploited for function prediction. This review highlights the recent advances of the bioinformatics methods in protein-protein interaction researches. In the end, the application of the protein-protein interaction has also been discussed.
引用
收藏
页码:443 / 449
页数:7
相关论文
共 50 条
  • [1] A survey of computational methods in protein-protein interaction networks
    Rasti, Saeid
    Vogiatzis, Chrysafis
    ANNALS OF OPERATIONS RESEARCH, 2019, 276 (1-2) : 35 - 87
  • [2] Advances in Computational Methods for Protein-Protein Interaction Prediction
    Xian, Lei
    Wang, Yansu
    ELECTRONICS, 2024, 13 (06)
  • [3] Computational Methods to Predict Protein Functions from Protein-Protein Interaction Networks
    Zhao, Bihai
    Wang, Jianxin
    Wu, Fang-Xiang
    CURRENT PROTEIN & PEPTIDE SCIENCE, 2017, 18 (11) : 1120 - 1131
  • [4] Recent advances in protein-protein interaction prediction: experimental and computational methods
    Jessulat, Matthew
    Pitre, Sylvain
    Gui, Yuan
    Hooshyar, Mohsen
    Omidi, Katayoun
    Samanfar, Bahram
    Tan, Le Hoa
    Alamgir, Md
    Green, James
    Dehne, Frank
    Golshani, Ashkan
    EXPERT OPINION ON DRUG DISCOVERY, 2011, 6 (09) : 921 - 935
  • [5] Methods for protein-protein interaction on protein nanoarrays
    Kang, I. -C.
    Lee, M.
    Kang, D. -K.
    Park, K. -H.
    Chang, S. -I.
    MOLECULAR & CELLULAR PROTEOMICS, 2006, 5 (10) : S180 - S180
  • [6] Computational redesign of protein-protein interaction specificity
    Kortemme, T
    Joachimiak, LA
    Bullock, AN
    Schuler, AD
    Stoddard, BL
    Baker, D
    NATURE STRUCTURAL & MOLECULAR BIOLOGY, 2004, 11 (04) : 371 - 379
  • [7] Computational redesign of protein-protein interaction specificity
    Tanja Kortemme
    Lukasz A Joachimiak
    Alex N Bullock
    Aaron D Schuler
    Barry L Stoddard
    David Baker
    Nature Structural & Molecular Biology, 2004, 11 : 371 - 379
  • [8] Computational methods of analysis of protein-protein interactions
    Salwinski, L
    Eisenberg, D
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 2003, 13 (03) : 377 - 382
  • [9] Computational Methods For Predicting Protein-Protein Interactions
    Pitre, Sylvain
    Alamgir, Md
    Green, James R.
    Dumontier, Michel
    Dehne, Frank
    Golshani, Ashkan
    PROTEIN - PROTEIN INTERACTION, 2008, 110 : 247 - 267
  • [10] Computational Methods for the Prediction of Protein-Protein Interactions
    Xia, Jun-Feng
    Wang, Shu-Lin
    Lei, Ying-Ke
    PROTEIN AND PEPTIDE LETTERS, 2010, 17 (09): : 1069 - 1078