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BALCONY: an R package for MSA and functional compartments of protein variability analysis

BACKGROUND: Here, we present an R package for entropy/variability analysis that facilitates prompt and convenient data extraction, manipulation and visualization of protein features from multiple sequence alignments. BALCONY can work with residues dispersed across a protein sequence and map them on...

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Autores principales: Płuciennik, Alicja, Stolarczyk, Michał, Bzówka, Maria, Raczyńska, Agata, Magdziarz, Tomasz, Góra, Artur
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6092823/
https://www.ncbi.nlm.nih.gov/pubmed/30107777
http://dx.doi.org/10.1186/s12859-018-2294-z
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author Płuciennik, Alicja
Stolarczyk, Michał
Bzówka, Maria
Raczyńska, Agata
Magdziarz, Tomasz
Góra, Artur
author_facet Płuciennik, Alicja
Stolarczyk, Michał
Bzówka, Maria
Raczyńska, Agata
Magdziarz, Tomasz
Góra, Artur
author_sort Płuciennik, Alicja
collection PubMed
description BACKGROUND: Here, we present an R package for entropy/variability analysis that facilitates prompt and convenient data extraction, manipulation and visualization of protein features from multiple sequence alignments. BALCONY can work with residues dispersed across a protein sequence and map them on the corresponding alignment of homologous protein sequences. Additionally, it provides several entropy and variability scores that indicate the conservation of each residue. RESULTS: Our package allows the user to visualize evolutionary variability by locating the positions most likely to vary and to assess mutation candidates in protein engineering. CONCLUSION: In comparison to other R packages BALCONY allows conservation/variability analysis in context of protein structure with linkage of the appropriate metrics with physicochemical features of user choice. Availability: CRAN project page: https://cran.r-project.org/package=BALCONY and our website: http://www.tunnelinggroup.pl/software/ for major platforms: Linux/Unix, Windows and Mac OS X. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2294-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-60928232018-08-20 BALCONY: an R package for MSA and functional compartments of protein variability analysis Płuciennik, Alicja Stolarczyk, Michał Bzówka, Maria Raczyńska, Agata Magdziarz, Tomasz Góra, Artur BMC Bioinformatics Software BACKGROUND: Here, we present an R package for entropy/variability analysis that facilitates prompt and convenient data extraction, manipulation and visualization of protein features from multiple sequence alignments. BALCONY can work with residues dispersed across a protein sequence and map them on the corresponding alignment of homologous protein sequences. Additionally, it provides several entropy and variability scores that indicate the conservation of each residue. RESULTS: Our package allows the user to visualize evolutionary variability by locating the positions most likely to vary and to assess mutation candidates in protein engineering. CONCLUSION: In comparison to other R packages BALCONY allows conservation/variability analysis in context of protein structure with linkage of the appropriate metrics with physicochemical features of user choice. Availability: CRAN project page: https://cran.r-project.org/package=BALCONY and our website: http://www.tunnelinggroup.pl/software/ for major platforms: Linux/Unix, Windows and Mac OS X. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12859-018-2294-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-08-14 /pmc/articles/PMC6092823/ /pubmed/30107777 http://dx.doi.org/10.1186/s12859-018-2294-z Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Software
Płuciennik, Alicja
Stolarczyk, Michał
Bzówka, Maria
Raczyńska, Agata
Magdziarz, Tomasz
Góra, Artur
BALCONY: an R package for MSA and functional compartments of protein variability analysis
title BALCONY: an R package for MSA and functional compartments of protein variability analysis
title_full BALCONY: an R package for MSA and functional compartments of protein variability analysis
title_fullStr BALCONY: an R package for MSA and functional compartments of protein variability analysis
title_full_unstemmed BALCONY: an R package for MSA and functional compartments of protein variability analysis
title_short BALCONY: an R package for MSA and functional compartments of protein variability analysis
title_sort balcony: an r package for msa and functional compartments of protein variability analysis
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6092823/
https://www.ncbi.nlm.nih.gov/pubmed/30107777
http://dx.doi.org/10.1186/s12859-018-2294-z
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