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
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