A protein map and its application

被引:64
|
作者
Yau, Stephen S. -T. [1 ,2 ]
Yu, Chenglong [4 ]
He, Rong [3 ]
机构
[1] E China Normal Univ, Inst Math, Shanghai 200062, Peoples R China
[2] Univ Illinois, Dept Math Stat & Comp Sci, Chicago, IL 60607 USA
[3] Univ Illinois, Dept Pharmacol, Chicago, IL 60607 USA
[4] Chinese Univ Hong Kong, Dept Math, Shatin, Hong Kong, Peoples R China
关键词
D O I
10.1089/dna.2007.0676
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
Graphical representation of gene sequences provides a simple way of viewing, sorting, and comparing various gene structures. Here we first report a two-dimensional graphical representation for protein sequences. With this method, we constructed the moment vectors for protein sequences, and mathematically proved that the correspondence between moment vectors and protein sequences is one-to-one. Therefore, each protein sequence can be represented as a point in a map, which we call protein map, and cluster analysis can be used for comparison between the points. Sixty-six proteins from five protein families were analyzed using this method. Our data showed that for proteins in the same family, their corresponding points in the map are close to each other. We also illustrate the efficiency of this approach by performing an extensive cluster analysis of the protein kinase C family. These results indicate that this protein map could be used to mathematically specify the similarity of two proteins and predict properties of an unknown protein based on its amino acid sequence.
引用
收藏
页码:241 / 250
页数:10
相关论文
共 50 条
  • [1] A molecular signaling map and its application
    Li, Jian
    Mansmann, Ulrich R.
    [J]. CELLULAR SIGNALLING, 2014, 26 (12) : 2834 - 2842
  • [2] The Parallel Chaotification Map and Its Application
    Liu, Wenhao
    Sun, Kehui
    He, Shaobo
    Wang, Huihai
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2023, 70 (09) : 3689 - 3698
  • [3] Map matching algorithm and its application
    Xi, Lianxia
    Liu, Quan
    Li, Minghua
    Liu, Zhong
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND KNOWLEDGE ENGINEERING (ISKE 2007), 2007,
  • [4] The protein microscope: An application of cell map proteomics
    Bergeron, J.
    [J]. MOLECULAR & CELLULAR PROTEOMICS, 2007, 6 (08) : 67 - 67
  • [5] Concept of Flood Risk Map and Its Application
    ZHENG Yuanehang (Ministry of Civil Affairs
    [J]. Natural Disaster Reduction in China, 2001, (04) : 142 - 143
  • [6] A Minimal Triangulation of the Hopf Map and its Application
    K.V. Madahar
    K.S. Sarkaria
    [J]. Geometriae Dedicata, 2000, 82 : 105 - 114
  • [7] A Refined Mobile Map Format and Its Application
    Luo, Yingwei
    Wang, Xiaolin
    Pang, Xiao
    [J]. ADVANCES IN SPATIAL AND TEMPORAL DATABASES, PROCEEDINGS, 2009, 5644 : 460 - 464
  • [8] A minimal triangulation of the Hopf map and its application
    Madahar, KV
    Sarkaria, KS
    [J]. GEOMETRIAE DEDICATA, 2000, 82 (1-3) : 105 - 114
  • [9] A new hyperchaotic map and its application for image encryption
    Hayder Natiq
    N. M. G. Al-Saidi
    M. R. M. Said
    Adem Kilicman
    [J]. The European Physical Journal Plus, 133
  • [10] A memristive Ikeda map and its application in image encryption
    Wang, Mengjiao
    Yi, Zou
    Li, Zhijun
    [J]. Chaos, Solitons and Fractals, 2025, 190