Literature DB >> 15981255

Docking prediction using biological information, ZDOCK sampling technique, and clustering guided by the DFIRE statistical energy function.

Chi Zhang1, Song Liu, Yaoqi Zhou.   

Abstract

We entered the CAPRI experiment during the middle of Round 4 and have submitted predictions for all 6 targets released since then. We used the following procedures for docking prediction: (1) the identification of possible binding region(s) of a target based on known biological information, (2) rigid-body sampling around the binding region(s) by using the docking program ZDOCK, (3) ranking of the sampled complex conformations by employing the DFIRE-based statistical energy function, (4) clustering based on pairwise root-mean-square distance and the DFIRE energy, and (5) manual inspection and relaxation of the side-chain conformations of the top-ranked structures by geometric constraint. Reasonable predictions were made for 4 of the 6 targets. The best fraction of native contacts within the top 10 models are 89.1% for Target 12, 54.3% for Target 13, 29.3% for Target 14, and 94.1% for Target 18. The origin of successes and failures is discussed. .

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Year:  2005        PMID: 15981255     DOI: 10.1002/prot.20576

Source DB:  PubMed          Journal:  Proteins        ISSN: 0887-3585


  12 in total

1.  A free-rotating and self-avoiding chain model for deriving statistical potentials based on protein structures.

Authors:  Ji Cheng; Jianfeng Pei; Luhua Lai
Journal:  Biophys J       Date:  2007-03-09       Impact factor: 4.033

Review 2.  Sampling and scoring: a marriage made in heaven.

Authors:  Sandor Vajda; David R Hall; Dima Kozakov
Journal:  Proteins       Date:  2013-08-19

3.  Consensus scoring for enriching near-native structures from protein-protein docking decoys.

Authors:  Shide Liang; Samy O Meroueh; Guangce Wang; Chao Qiu; Yaoqi Zhou
Journal:  Proteins       Date:  2009-05-01

4.  Refining near-native protein-protein docking decoys by local resampling and energy minimization.

Authors:  Shide Liang; Guangce Wang; Yaoqi Zhou
Journal:  Proteins       Date:  2009-08-01

5.  The development of an affinity evaluation and prediction system by using protein-protein docking simulations and parameter tuning.

Authors:  Koki Tsukamoto; Tatsuya Yoshikawa; Kiyonobu Yokota; Yuichiro Hourai; Kazuhiko Fukui
Journal:  Adv Appl Bioinform Chem       Date:  2009-01-12

6.  A simple reference state makes a significant improvement in near-native selections from structurally refined docking decoys.

Authors:  Shide Liang; Song Liu; Chi Zhang; Yaoqi Zhou
Journal:  Proteins       Date:  2007-11-01

7.  Protein binding site prediction using an empirical scoring function.

Authors:  Shide Liang; Chi Zhang; Song Liu; Yaoqi Zhou
Journal:  Nucleic Acids Res       Date:  2006-08-07       Impact factor: 16.971

8.  FastContact: a free energy scoring tool for protein-protein complex structures.

Authors:  P Christoph Champ; Carlos J Camacho
Journal:  Nucleic Acids Res       Date:  2007-05-30       Impact factor: 16.971

9.  Homology modelling of protein-protein complexes: a simple method and its possibilities and limitations.

Authors:  Guillaume Launay; Thomas Simonson
Journal:  BMC Bioinformatics       Date:  2008-10-09       Impact factor: 3.169

10.  Recognizing protein-protein interfaces with empirical potentials and reduced amino acid alphabets.

Authors:  Guillaume Launay; Raul Mendez; Shoshana Wodak; Thomas Simonson
Journal:  BMC Bioinformatics       Date:  2007-07-27       Impact factor: 3.169

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