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Modeling CAPRI targets 110-120 by template-based and free docking using contact potential and combined scoring function.

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TLDR
Analysis of template‐based and free docking predictions in the joint CASP12/CAPRI37 round showed that if a good docking template is found, an accurate model of the interface can be built even from largely inaccurate models of individual subunits.
Abstract
The paper presents analysis of our template-based and free docking predictions in the joint CASP12/CAPRI37 round. A new scoring function for template-based docking was developed, benchmarked on the Dockground resource, and applied to the targets. The results showed that the function successfully discriminates the incorrect docking predictions. In correctly predicted targets, the scoring function was complemented by other considerations, such as consistency of the oligomeric states among templates, similarity of the biological functions, biological interface relevance, etc. The scoring function still does not distinguish well biological from crystal packing interfaces, and needs further development for the docking of bundles of α-helices. In the case of the trimeric targets, sequence-based methods did not find common templates, despite similarity of the structures, suggesting complementary use of structure- and sequence-based alignments in comparative docking. The results showed that if a good docking template is found, an accurate model of the interface can be built even from largely inaccurate models of individual subunits. Free docking however is very sensitive to the quality of the individual models. However, our newly developed contact potential detected approximate locations of the binding sites.

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Citations
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Modern Applied Statistics With S

TL;DR: The modern applied statistics with s is universally compatible with any devices to read, and is available in the digital library an online access to it is set as public so you can download it instantly.
Journal ArticleDOI

Blind prediction of homo- and hetero-protein complexes: The CASP13-CAPRI experiment.

Marc F. Lensink, +111 more
- 14 Oct 2019 - 
TL;DR: CAPRI Round 46 indicates that residues in binding interfaces were less well predicted in this set of targets than in previous Rounds, providing useful insights for directions of future improvements.
Journal ArticleDOI

Prediction of protein assemblies, the next frontier: The CASP14-CAPRI experiment.

Marc F. Lensink, +113 more
- 28 Aug 2021 - 
TL;DR: The results of the CAPRI Round 50, the fourth joint CASP-CAPRI protein assembly prediction challenge, were reported in this paper, where the prediction performance was measured by a weighted scoring scheme that takes into account the number of models of acceptable quality or higher submitted by each group as part of their five top ranking models.
Journal ArticleDOI

HMI-PRED: A Web Server for Structural Prediction of Host-Microbe Interactions Based on Interface Mimicry.

TL;DR: Host-Microbe Interaction PREDictor is a user-friendly web server for structural prediction of protein-protein interactions (PPIs) between host and a microbial species, including bacteria, viruses, fungi, and protozoa, which aims at large-scale efficient identification of HMIs.
Journal ArticleDOI

Contact Potential for Structure Prediction of Proteins and Protein Complexes from Potts Model.

TL;DR: This work presents a semianalytical approach to the development of contact potentials for protein structure modeling that offers a different perspective on knowledge-based potentials and may serve as the basis for their further development.
References
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BookDOI

Modern Applied Statistics with S

TL;DR: A guide to using S environments to perform statistical analyses providing both an introduction to the use of S and a course in modern statistical methods.
Journal ArticleDOI

Multidimensional binary search trees used for associative searching

TL;DR: The multidimensional binary search tree (or k-d tree) as a data structure for storage of information to be retrieved by associative searches is developed and it is shown to be quite efficient in its storage requirements.

Modern Applied Statistics With S

TL;DR: The modern applied statistics with s is universally compatible with any devices to read, and is available in the digital library an online access to it is set as public so you can download it instantly.
Journal ArticleDOI

TM-align: a protein structure alignment algorithm based on the TM-score.

TL;DR: There exists a significant correlation between the correctness of the predicted structure and the structural similarity of the model to the other proteins in the PDB, which could be used to assist in model selection in blind protein structure predictions.
Journal ArticleDOI

Protein homology detection by HMM--HMM comparison

TL;DR: A method for detecting distant homologous relationships between proteins based on the generalized alignment of protein sequences with a profile hidden Markov model (HMM) to the case of pairwise alignment of profile HMMs is presented.
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