Protein fold similarity estimated by a probabilistic approach based on Cα-Cα distance comparison

被引:76
作者
Carugo, O
Pongor, S
机构
[1] Int Ctr Genet Engn & Biotechnol, Prot Struct & Funct Grp, I-34012 Trieste, Italy
[2] Univ Pavia, Dept Gen Chem, I-27100 Pavia, Italy
关键词
protein structure; protein fold; protein domain; protein-protein similarity; protein classification;
D O I
10.1006/jmbi.2001.5250
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
The distribution of the C-alpha-C-alpha distances between residues separated by three to 30 amino acid residues is highly characteristic of protein folds and makes it possible to identify them from a straightforward comparison of the distance histograms. The comparison is carried out by contingency table analysis and yields a probability of identity (PRIDE score), with values between zero and 1. For closely related structures, PRIDE is highly correlated with the root-mean-square distance between C-alpha atoms, but it provides a correct classification even for unrelated structures for which a structural alignment is not meaningful. For example, an analysis of the CATH database of fold structures showed that 98.8 % of the folds fall into the correct CATH homologous superfamily category, based on the highest PRIDE score obtained. Structural alignment and secondary-structure assignment are not necessary for the calculation of PRIDE, which is fast enough to allow the scanning of large databases. (C) 2002 Academic Press.
引用
收藏
页码:887 / 898
页数:12
相关论文
共 32 条
[1]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[2]  
Carugo O, 1997, PROTEINS, V28, P10, DOI 10.1002/(SICI)1097-0134(199705)28:1<10::AID-PROT2>3.0.CO
[3]  
2-N
[4]   A normalized root-mean-square distance for comparing protein three-dimensional structures [J].
Carugo, O ;
Pongor, S .
PROTEIN SCIENCE, 2001, 10 (07) :1470-1473
[5]   USE OF THE ESTIMATED ERRORS OF THE DATA IN STRUCTURE-CORRELATION STUDIES [J].
CARUGO, O .
ACTA CRYSTALLOGRAPHICA SECTION B-STRUCTURAL SCIENCE, 1995, 51 :314-328
[6]   COMPARISON OF 3 ALGORITHMS FOR THE ASSIGNMENT OF SECONDARY STRUCTURE IN PROTEINS - THE ADVANTAGES OF A CONSENSUS ASSIGNMENT [J].
COLLOCH, N ;
ETCHEBEST, C ;
THOREAU, E ;
HENRISSAT, B ;
MORNON, JP .
PROTEIN ENGINEERING, 1993, 6 (04) :377-382
[7]   Crystal structure of human serum albumin complexed with fatty acid reveals an asymmetric distribution of binding sites [J].
Curry, S ;
Mandelkow, H ;
Brick, P ;
Franks, N .
NATURE STRUCTURAL BIOLOGY, 1998, 5 (09) :827-835
[8]   Crystal structure of the pleckstrin homology-phosphotyrosine binding (PH-PTB) targeting region of insulin receptor substrate 1 [J].
Dhe-Paganon, S ;
Ottinger, EA ;
Nolte, RT ;
Eck, MJ ;
Shoelson, SE .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1999, 96 (15) :8378-8383
[9]  
Dowdy S.M., 1991, STAT RES
[10]   Integrative database analysis in structural genomics [J].
Gerstein, M .
NATURE STRUCTURAL BIOLOGY, 2000, 7 (Suppl 11) :960-963