| Literature DB >> 26474083 |
Bohdan Monastyrskyy1, Daniel D'Andrea2, Krzysztof Fidelis1, Anna Tramontano2,3, Andriy Kryshtafovych4.
Abstract
This article provides a report on the state-of-the-art in the prediction of intra-molecular residue-residue contacts in proteins based on the assessment of the predictions submitted to the CASP11 experiment. The assessment emphasis is placed on the accuracy in predicting long-range contacts. Twenty-nine groups participated in contact prediction in CASP11. At least eight of them used the recently developed evolutionary coupling techniques, with the top group (CONSIP2) reaching precision of 27% on target proteins that could not be modeled by homology. This result indicates a breakthrough in the development of methods based on the correlated mutation approach. Successful prediction of contacts was shown to be practically helpful in modeling three-dimensional structures; in particular target T0806 was modeled exceedingly well with accuracy not yet seen for ab initio targets of this size (>250 residues). Proteins 2016; 84(Suppl 1):131-144.Entities:
Keywords: CASP; co-variation; contact prediction; correlated mutations; evolutionary coupling
Mesh:
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Year: 2015 PMID: 26474083 PMCID: PMC4834069 DOI: 10.1002/prot.24943
Source DB: PubMed Journal: Proteins ISSN: 0887-3585