Assessment of predictions submitted for the CASP6 comparative modeling category

被引:93
作者
Tress, M [1 ]
Ezkurdia, L [1 ]
Graña, O [1 ]
López, G [1 ]
Valencia, A [1 ]
机构
[1] CSIC, CNB, Prot Design Grp, Madrid, Spain
关键词
target structures; structure prediction; 3D models; side chains; rotamers; sidechain contacts; alignments; binding sites; refinement;
D O I
10.1002/prot.20720
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
Here we present a fall overview of the Critical Assessment of Protein Structure Prediction (CASP6) comparative modeling category. Prediction accuracy for the 43 comparative modeling targets was assessed through detailed numerical comparisons between predicted and experimental structures. Assessments using standard measures for model backbone quality and structural alignment accuracy highlighted a small number of groups with stand out predictions and these findings were backed up by statistical comparisons. We were able to carry out evaluations of side-chain contacts predictions and side-chain rotamer accuracy, for which one group turned out to have statistically better predictions. We also assessed the prediction quality of structurally divergent regions and biologically important sites. Interestingly we were able to show that predictors were not predicting these important functional regions with any greater accuracy than the rest of the structure. In addition we investigated the ability of predictors to build models that improve on the structural template and reached some tentative conclusions from comparisons with the previous CASP experiment.
引用
收藏
页码:27 / 45
页数:19
相关论文
共 19 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 ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[3]   LiveBench-1: Continuous benchmarking of protein structure prediction servers [J].
Bujnicki, JM ;
Elofsson, A ;
Fischer, D ;
Rychlewski, L .
PROTEIN SCIENCE, 2001, 10 (02) :352-361
[4]   A graph-theory algorithm for rapid protein side-chain prediction [J].
Canutescu, AA ;
Shelenkov, AA ;
Dunbrack, RL .
PROTEIN SCIENCE, 2003, 12 (09) :2001-2014
[5]   THE RELATION BETWEEN THE DIVERGENCE OF SEQUENCE AND STRUCTURE IN PROTEINS [J].
CHOTHIA, C ;
LESK, AM .
EMBO JOURNAL, 1986, 5 (04) :823-826
[6]   Empirical limits for template-based protein structure prediction: the CASP5 example [J].
Contreras-Moreira, B ;
Ezkurdia, I ;
Tress, ML ;
Valencia, A .
FEBS LETTERS, 2005, 579 (05) :1203-1207
[7]   Relationship between multiple sequence alignments and quality of protein comparative models [J].
Cozzetto, D ;
Tramontano, A .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2005, 58 (01) :151-157
[8]   Detecting distant homology with Meta-BASIC [J].
Ginalski, K ;
von Grotthuss, M ;
Grishin, NV ;
Rychlewski, L .
NUCLEIC ACIDS RESEARCH, 2004, 32 :W576-W581
[9]   3D-Jury: a simple approach to improve protein structure predictions [J].
Ginalski, K ;
Elofsson, A ;
Fischer, D ;
Rychlewski, L .
BIOINFORMATICS, 2003, 19 (08) :1015-1018
[10]   EVA:: evaluation of protein structure prediction servers [J].
Koh, IYY ;
Eyrich, VA ;
Marti-Renom, MA ;
Przybylski, D ;
Madhusudhan, MS ;
Eswar, N ;
Graña, O ;
Pazos, F ;
Valencia, A ;
Sali, A ;
Rost, B .
NUCLEIC ACIDS RESEARCH, 2003, 31 (13) :3311-3315