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Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures

Based on ideas about the molecular vector machine of proteins [1], a database of protein pentafragments has been created and algorithms have been proposed for predicting the secondary structure of proteins according to their primary structure and for designing the primary protein structure for a giv...

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Detalles Bibliográficos
Autor principal: Karasev, Vladimir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6911939/
https://www.ncbi.nlm.nih.gov/pubmed/31871975
http://dx.doi.org/10.1016/j.dib.2019.104815
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author Karasev, Vladimir
author_facet Karasev, Vladimir
author_sort Karasev, Vladimir
collection PubMed
description Based on ideas about the molecular vector machine of proteins [1], a database of protein pentafragments has been created and algorithms have been proposed for predicting the secondary structure of proteins according to their primary structure and for designing the primary protein structure for a given secondary structure that it takes on. A comprehensive software suite (Predicto @ Designer) has been developed using the pentafragments database and the said algorithms. For the proteins used to create the pentafragments database, a high accuracy (close to 100%) in predicting the secondary protein structure as well as good prospects for its use for designing secondary structures of proteins have been demonstrated.
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spelling pubmed-69119392019-12-23 Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures Karasev, Vladimir Data Brief Data Article Based on ideas about the molecular vector machine of proteins [1], a database of protein pentafragments has been created and algorithms have been proposed for predicting the secondary structure of proteins according to their primary structure and for designing the primary protein structure for a given secondary structure that it takes on. A comprehensive software suite (Predicto @ Designer) has been developed using the pentafragments database and the said algorithms. For the proteins used to create the pentafragments database, a high accuracy (close to 100%) in predicting the secondary protein structure as well as good prospects for its use for designing secondary structures of proteins have been demonstrated. Elsevier 2019-11-19 /pmc/articles/PMC6911939/ /pubmed/31871975 http://dx.doi.org/10.1016/j.dib.2019.104815 Text en © 2019 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Data Article
Karasev, Vladimir
Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title_full Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title_fullStr Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title_full_unstemmed Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title_short Data on the application of the molecular vector machine model: A database of protein pentafragments and computer software for predicting and designing secondary protein structures
title_sort data on the application of the molecular vector machine model: a database of protein pentafragments and computer software for predicting and designing secondary protein structures
topic Data Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6911939/
https://www.ncbi.nlm.nih.gov/pubmed/31871975
http://dx.doi.org/10.1016/j.dib.2019.104815
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