SSThread : Template-free protein structure prediction by threading pairs of contacting secondary structures followed by assembly of overlapping pairs

Copyright © 2014 Wiley Periodicals, Inc.

Bibliographische Detailangaben
Veröffentlicht in:Journal of computational chemistry. - 1984. - 35(2014), 8 vom: 30. März, Seite 644-56
1. Verfasser: Maurice, Kevin J (VerfasserIn)
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:Journal of computational chemistry
Schlagworte:Journal Article ab initio protein structure prediction contact map prediction knowledge-based potential loop closure secondary structure prediction Proteins Caspase 10 EC 3.4.22.-
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245 1 0 |a SSThread  |b Template-free protein structure prediction by threading pairs of contacting secondary structures followed by assembly of overlapping pairs 
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520 |a Acquiring the three-dimensional structure of a protein from its amino acid sequence alone, despite a great deal of work and significant progress on the subject, is still an unsolved problem. SSThread, a new template-free algorithm is described here that consists of making several predictions of contacting pairs of α-helices and β-strands derived from a database of experimental structures using a knowledge-based potential, secondary structure prediction, and contact map prediction followed by assembly of overlapping pair predictions to create an ensemble of core structure predictions whose loops are then predicted. In a set of seven CASP10 targets SSThread outperformed the two leading methods for two targets each. The targets were all β-strand containing structures and most of them have a high relative contact order which demonstrates the advantages of SSThread. The primary bottlenecks based on sets of 74 and 21 test cases are the pair prediction and loop prediction stages 
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650 4 |a contact map prediction 
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650 4 |a loop closure 
650 4 |a secondary structure prediction 
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