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MORPH-PRO: a novel algorithm and web server for protein morphing

BACKGROUND: Proteins are known to be dynamic in nature, changing from one conformation to another while performing vital cellular tasks. It is important to understand these movements in order to better understand protein function. At the same time, experimental techniques provide us with only single...

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Autores principales: Castellana, Natalie E, Lushnikov, Andrey, Rotkiewicz, Piotr, Sefcovic, Natasha, Pevzner, Pavel A, Godzik, Adam, Vyatkina, Kira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738870/
https://www.ncbi.nlm.nih.gov/pubmed/23844614
http://dx.doi.org/10.1186/1748-7188-8-19
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author Castellana, Natalie E
Lushnikov, Andrey
Rotkiewicz, Piotr
Sefcovic, Natasha
Pevzner, Pavel A
Godzik, Adam
Vyatkina, Kira
author_facet Castellana, Natalie E
Lushnikov, Andrey
Rotkiewicz, Piotr
Sefcovic, Natasha
Pevzner, Pavel A
Godzik, Adam
Vyatkina, Kira
author_sort Castellana, Natalie E
collection PubMed
description BACKGROUND: Proteins are known to be dynamic in nature, changing from one conformation to another while performing vital cellular tasks. It is important to understand these movements in order to better understand protein function. At the same time, experimental techniques provide us with only single snapshots of the whole ensemble of available conformations. Computational protein morphing provides a visualization of a protein structure transitioning from one conformation to another by producing a series of intermediate conformations. RESULTS: We present a novel, efficient morphing algorithm, Morph-Pro based on linear interpolation. We also show that apart from visualization, morphing can be used to provide plausible intermediate structures. We test this by using the intermediate structures of a c-Jun N-terminal kinase (JNK1) conformational change in a virtual docking experiment. The structures are shown to dock with higher score to known JNK1-binding ligands than structures solved using X-Ray crystallography. This experiment demonstrates the potential applications of the intermediate structures in modeling or virtual screening efforts. CONCLUSIONS: Visualization of protein conformational changes is important for characterization of protein function. Furthermore, the intermediate structures produced by our algorithm are good approximations to true structures. We believe there is great potential for these computationally predicted structures in protein-ligand docking experiments and virtual screening. The Morph-Pro web server can be accessed at http://morph-pro.bioinf.spbau.ru.
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spelling pubmed-37388702013-08-09 MORPH-PRO: a novel algorithm and web server for protein morphing Castellana, Natalie E Lushnikov, Andrey Rotkiewicz, Piotr Sefcovic, Natasha Pevzner, Pavel A Godzik, Adam Vyatkina, Kira Algorithms Mol Biol Research BACKGROUND: Proteins are known to be dynamic in nature, changing from one conformation to another while performing vital cellular tasks. It is important to understand these movements in order to better understand protein function. At the same time, experimental techniques provide us with only single snapshots of the whole ensemble of available conformations. Computational protein morphing provides a visualization of a protein structure transitioning from one conformation to another by producing a series of intermediate conformations. RESULTS: We present a novel, efficient morphing algorithm, Morph-Pro based on linear interpolation. We also show that apart from visualization, morphing can be used to provide plausible intermediate structures. We test this by using the intermediate structures of a c-Jun N-terminal kinase (JNK1) conformational change in a virtual docking experiment. The structures are shown to dock with higher score to known JNK1-binding ligands than structures solved using X-Ray crystallography. This experiment demonstrates the potential applications of the intermediate structures in modeling or virtual screening efforts. CONCLUSIONS: Visualization of protein conformational changes is important for characterization of protein function. Furthermore, the intermediate structures produced by our algorithm are good approximations to true structures. We believe there is great potential for these computationally predicted structures in protein-ligand docking experiments and virtual screening. The Morph-Pro web server can be accessed at http://morph-pro.bioinf.spbau.ru. BioMed Central 2013-07-11 /pmc/articles/PMC3738870/ /pubmed/23844614 http://dx.doi.org/10.1186/1748-7188-8-19 Text en Copyright © 2013 Castellana et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Castellana, Natalie E
Lushnikov, Andrey
Rotkiewicz, Piotr
Sefcovic, Natasha
Pevzner, Pavel A
Godzik, Adam
Vyatkina, Kira
MORPH-PRO: a novel algorithm and web server for protein morphing
title MORPH-PRO: a novel algorithm and web server for protein morphing
title_full MORPH-PRO: a novel algorithm and web server for protein morphing
title_fullStr MORPH-PRO: a novel algorithm and web server for protein morphing
title_full_unstemmed MORPH-PRO: a novel algorithm and web server for protein morphing
title_short MORPH-PRO: a novel algorithm and web server for protein morphing
title_sort morph-pro: a novel algorithm and web server for protein morphing
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3738870/
https://www.ncbi.nlm.nih.gov/pubmed/23844614
http://dx.doi.org/10.1186/1748-7188-8-19
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