Systematic analysis of added-value in simple comparative models of protein structure

被引:12
作者
Chakravarty, S [1 ]
Sanchez, R [1 ]
机构
[1] CUNY Mt Sinai Sch Med, Dept Physiol & Biophys, Struct Biol Program, New York, NY 10029 USA
关键词
D O I
10.1016/j.str.2004.05.018
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
dAdded-value is the additional information that a model carries with respect to the template structure used for model building. Thousands of single-template models, corresponding to proteins of known structure, were analyzed. The accuracy of structure-derived properties, such as residue accessibility, surface area, electrostatic potential, and others, was determined as a function of template:target sequence identity by comparing the models with their corresponding experimental structures. Added-value was determined by comparing the accuracy in models with that from templates. Geometry-dependent properties such as neighborhood of buried residues and accessible surface area showed low added-value. Properties that also depend on the protein sequence, such as presence of polar areas and electrostatic potential, showed high added-value. In general added-value increases when template:target sequence identity decreases, but it is also affected by alignment errors. This study justifies the use of models instead of the use of templates to estimate structure-derived properties of a target protein.
引用
收藏
页码:1461 / 1470
页数:10
相关论文
共 32 条
[1]   Gapped BLAST and PSI-BLAST: a new generation of protein database search programs [J].
Altschul, SF ;
Madden, TL ;
Schaffer, AA ;
Zhang, JH ;
Zhang, Z ;
Miller, W ;
Lipman, DJ .
NUCLEIC ACIDS RESEARCH, 1997, 25 (17) :3389-3402
[2]   The Protein Data Bank [J].
Berman, HM ;
Battistuz, T ;
Bhat, TN ;
Bluhm, WF ;
Bourne, PE ;
Burkhardt, K ;
Iype, L ;
Jain, S ;
Fagan, P ;
Marvin, J ;
Padilla, D ;
Ravichandran, V ;
Schneider, B ;
Thanki, N ;
Weissig, H ;
Westbrook, JD ;
Zardecki, C .
ACTA CRYSTALLOGRAPHICA SECTION D-STRUCTURAL BIOLOGY, 2002, 58 :899-907
[3]   Fast prediction and visualization of protein binding pockets with PASS [J].
Brady, GP ;
Stouten, PFW .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2000, 14 (04) :383-401
[4]   Elucidation of factors responsible for enhanced thermal stability of proteins: A structural genomics based study [J].
Chakravarty, S ;
Varadarajan, R .
BIOCHEMISTRY, 2002, 41 (25) :8152-8161
[5]   NATURE OF ACCESSIBLE AND BURIED SURFACES IN PROTEINS [J].
CHOTHIA, C .
JOURNAL OF MOLECULAR BIOLOGY, 1976, 105 (01) :1-14
[6]   A structural explanation for the twilight zone of protein sequence homology [J].
Chung, SY ;
Subbiah, S .
STRUCTURE, 1996, 4 (10) :1123-1127
[7]   EVA:: continuous automatic evaluation of protein structure prediction servers [J].
Eyrich, VA ;
Martí-Renom, MA ;
Przybylski, D ;
Madhusudhan, MS ;
Fiser, A ;
Pazos, F ;
Valencia, A ;
Sali, A ;
Rost, B .
BIOINFORMATICS, 2001, 17 (12) :1242-1243
[8]   CAFASP3: The third critical assessment of fully automated structure prediction methods [J].
Fischer, D ;
Rychlewski, L ;
Dunbrack, RL ;
Ortiz, AR ;
Elofsson, A .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2003, 53 :503-516
[9]   Modeling of loops in protein structures [J].
Fiser, A ;
Do, RKG ;
Sali, A .
PROTEIN SCIENCE, 2000, 9 (09) :1753-1773
[10]   PREDICTING SURFACE EXPOSURE OF AMINO-ACIDS FROM PROTEIN-SEQUENCE [J].
HOLBROOK, SR ;
MUSKAL, SM ;
KIM, SH .
PROTEIN ENGINEERING, 1990, 3 (08) :659-665