Fast and accurate automatic structure prediction with HHpred

被引:349
作者
Hildebrand, Andrea
Remmert, Michael
Biegert, Andreas
Soeding, Johannes [1 ]
机构
[1] Univ Munich, Gene Ctr, D-81377 Munich, Germany
关键词
homology detection; structure prediction; function prediction; CASP; HMM; hidden Markov model; PROTEIN-STRUCTURE PREDICTION; SEARCH;
D O I
10.1002/prot.22499
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
Automated protein structure prediction is becoming a mainstream tool for biological research. This has been fueled by steady improvements of publicly available automated servers over the last decade, in particular their ability to build good homology models for an increasing number of targets by reliably detecting and aligning more and more remotely homologous templates. Here, we describe the three fully automated versions of the HHpred server that participated in the community-wide blind protein structure prediction competition CASP8. What makes HHpred unique is the combination of usability, short response times (typically under 15 min) and a model accuracy that is competitive with those of the best servers in CASP8.
引用
收藏
页码:128 / 132
页数:5
相关论文
共 15 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]   Automated server predictions in CASP7 [J].
Battey, James N. D. ;
Kopp, Jurgen ;
Bordoli, Lorenza ;
Read, Randy J. ;
Clarke, Neil D. ;
Schwede, Torsten .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2007, 69 :68-82
[3]   De novo identification of highly diverged protein repeats by probabilistic consistency [J].
Biegert, A. ;
Soeding, J. .
BIOINFORMATICS, 2008, 24 (06) :807-814
[4]   Sequence context-specific profiles for homology searching [J].
Biegert, A. ;
Soeding, J. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (10) :3770-3775
[5]   Prediction of CASP6 structures using automated Robetta protocols [J].
Chivian, D ;
Kim, DE ;
Malmström, L ;
Schonbrun, J ;
Rohl, CA ;
Baker, D .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2005, 61 :157-166
[6]   Profile hidden Markov models [J].
Eddy, SR .
BIOINFORMATICS, 1998, 14 (09) :755-763
[7]   Dynamic programming alignment accuracy [J].
Holmes, I ;
Durbin, R .
JOURNAL OF COMPUTATIONAL BIOLOGY, 1998, 5 (03) :493-504
[8]   In search for more accurate alignments in the twilight zone [J].
Jaroszewski, L ;
Li, WZ ;
Godzik, A .
PROTEIN SCIENCE, 2002, 11 (07) :1702-1713
[9]   COMPARATIVE PROTEIN MODELING BY SATISFACTION OF SPATIAL RESTRAINTS [J].
SALI, A ;
BLUNDELL, TL .
JOURNAL OF MOLECULAR BIOLOGY, 1993, 234 (03) :779-815
[10]   Protein homology detection by HMM-HMM comparison [J].
Söding, J .
BIOINFORMATICS, 2005, 21 (07) :951-960