Determination of network of residues that regulate allostery in protein families using sequence analysis

被引:77
作者
Dima, RI
Thirumalai, D [1 ]
机构
[1] Univ Maryland, Dept Chem & Biochem, College Pk, MD 20742 USA
[2] Univ Massachusetts, Dept Chem, Lowell, MA 01887 USA
[3] Univ Maryland, Biophys Program, Inst Phys Sci & Technol, College Pk, MD 20742 USA
关键词
structure; protein families; evolutionary relationships; proteomics;
D O I
10.1110/ps.051767306
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
Allosteric interactions between residues that are spatially apart and well separated in sequence are important in the function of multimeric proteins as well as single-domain proteins. This observation suggests that, among the residues that are involved in long-range communications, mutation at one site should affect interactions at a distant site. By adopting a sequence-based approach, we present an automated approach that uses a generalization of the familiar sequence entropy in conjunction with a coupled two-way clustering algorithm, to predict the network of interactions that trigger allosteric interactions in proteins. We use the method to identify the subset of dynamically important residues in three families, namely, the small PDZ family, G protein-coupled receptors (GPCR), and the Lectins, which are cell-adhesion receptors that mediate the tethering and rolling of leukocytes on inflamed endothelium. For the PDZ and GPCR families, our procedure predicts, in agreement with previous studies, a network containing a small number of residues that are involved in their function. Application to the Lectin family reveals a network of residues interspersed throughout the C-terminal end of the structure that are responsible for binding to ligands. Based on our results and previous studies, we propose that functional robustness requires that only a small subset of distantly connected residues be involved in transmitting allosteric signals in proteins.
引用
收藏
页码:258 / 268
页数:11
相关论文
共 37 条
[1]   CORRELATION OF COORDINATED AMINO-ACID SUBSTITUTIONS WITH FUNCTION IN VIRUSES RELATED TO TOBACCO MOSAIC-VIRUS [J].
ALTSCHUH, D ;
LESK, AM ;
BLOOMER, AC ;
KLUG, A .
JOURNAL OF MOLECULAR BIOLOGY, 1987, 193 (04) :693-707
[2]   A NEW-GENERATION OF INFORMATION-RETRIEVAL TOOLS FOR BIOLOGISTS - THE EXAMPLE OF THE EXPASY WWW SERVER [J].
APPEL, RD ;
BAIROCH, A ;
HOCHSTRASSER, DF .
TRENDS IN BIOCHEMICAL SCIENCES, 1994, 19 (06) :258-260
[3]  
Bateman A, 2004, NUCLEIC ACIDS RES, V32, pD138, DOI [10.1093/nar/gkp985, 10.1093/nar/gkr1065, 10.1093/nar/gkh121]
[4]   Superparamagnetic clustering of data [J].
Blatt, M ;
Wiseman, S ;
Domany, E .
PHYSICAL REVIEW LETTERS, 1996, 76 (18) :3251-3254
[5]  
Creighton TE, 1993, PROTEINS STRUCTURES
[6]   Proteins associated with diseases show enhanced sequence correlation between charged residues [J].
Dima, RI ;
Thirumalai, D .
BIOINFORMATICS, 2004, 20 (15) :2345-2354
[8]   Influence of conservation on calculations of amino acid covariance in multiple sequence alignments [J].
Fodor, AA ;
Aldrich, RW .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2004, 56 (02) :211-221
[9]   On evolutionary conservation of thermodynamic coupling in proteins [J].
Fodor, AA ;
Aldrich, RW .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2004, 279 (18) :19046-19050
[10]   Coupled two-way clustering analysis of gene microarray data [J].
Getz, G ;
Levine, E ;
Domany, E .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (22) :12079-12084