Literature DB >> 16187364

CASP6 assessment of contact prediction.

Osvaldo Graña1, David Baker, Robert M MacCallum, Jens Meiler, Marco Punta, Burkhard Rost, Michael L Tress, Alfonso Valencia.   

Abstract

Here we present the evaluation results of the Critical Assessment of Protein Structure Prediction (CASP6) contact prediction category. Contact prediction was assessed with standard measures well known in the field and the performance of specialist groups was evaluated alongside groups that submitted models with 3D coordinates. The evaluation was mainly focused on long range contact predictions for the set of new fold targets, although we analyzed predictions for all targets. Three groups with similar levels of accuracy and coverage performed a little better than the others. Comparisons of the predictions of the three best methods with those of CASP5/CAFASP3 suggested some improvement, although there were not enough targets in the comparisons to make this statistically significant. 2005 Wiley-Liss, Inc.

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Year:  2005        PMID: 16187364     DOI: 10.1002/prot.20739

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


  36 in total

1.  A comprehensive assessment of sequence-based and template-based methods for protein contact prediction.

Authors:  Sitao Wu; Yang Zhang
Journal:  Bioinformatics       Date:  2008-02-22       Impact factor: 6.937

2.  BCL::contact-low confidence fold recognition hits boost protein contact prediction and de novo structure determination.

Authors:  Mert Karakaş; Nils Woetzel; Jens Meiler
Journal:  J Comput Biol       Date:  2010-02       Impact factor: 1.479

3.  Predicting protein residue-residue contacts using deep networks and boosting.

Authors:  Jesse Eickholt; Jianlin Cheng
Journal:  Bioinformatics       Date:  2012-10-09       Impact factor: 6.937

Review 4.  Emerging methods in protein co-evolution.

Authors:  David de Juan; Florencio Pazos; Alfonso Valencia
Journal:  Nat Rev Genet       Date:  2013-03-05       Impact factor: 53.242

5.  New encouraging developments in contact prediction: Assessment of the CASP11 results.

Authors:  Bohdan Monastyrskyy; Daniel D'Andrea; Krzysztof Fidelis; Anna Tramontano; Andriy Kryshtafovych
Journal:  Proteins       Date:  2015-11-17

6.  Evaluation of residue-residue contact predictions in CASP9.

Authors:  Bohdan Monastyrskyy; Krzysztof Fidelis; Anna Tramontano; Andriy Kryshtafovych
Journal:  Proteins       Date:  2011-09-17

7.  Prediction of protein long-range contacts using an ensemble of genetic algorithm classifiers with sequence profile centers.

Authors:  Peng Chen; Jinyan Li
Journal:  BMC Struct Biol       Date:  2010-05-17

8.  Towards accurate residue-residue hydrophobic contact prediction for alpha helical proteins via integer linear optimization.

Authors:  R Rajgaria; S R McAllister; C A Floudas
Journal:  Proteins       Date:  2009-03

9.  A novel method for predicting and using distance constraints of high accuracy for refining protein structure prediction.

Authors:  Tianyun Liu; Jeremy A Horst; Ram Samudrala
Journal:  Proteins       Date:  2009-10

10.  Predicting helix-helix interactions from residue contacts in membrane proteins.

Authors:  Allan Lo; Yi-Yuan Chiu; Einar Andreas Rødland; Ping-Chiang Lyu; Ting-Yi Sung; Wen-Lian Hsu
Journal:  Bioinformatics       Date:  2009-02-25       Impact factor: 6.937

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