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DeltaProt: a software toolbox for comparative genomics

BACKGROUND: Statistical bioinformatics is the study of biological data sets obtained by new micro-technologies by means of proper statistical methods. For a better understanding of environmental adaptations of proteins, orthologous sequences from different habitats may be explored and compared. The...

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Detalles Bibliográficos
Autores principales: Thorvaldsen, Steinar, Flå, Tor, Willassen, Nils P
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3001747/
https://www.ncbi.nlm.nih.gov/pubmed/21092291
http://dx.doi.org/10.1186/1471-2105-11-573
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author Thorvaldsen, Steinar
Flå, Tor
Willassen, Nils P
author_facet Thorvaldsen, Steinar
Flå, Tor
Willassen, Nils P
author_sort Thorvaldsen, Steinar
collection PubMed
description BACKGROUND: Statistical bioinformatics is the study of biological data sets obtained by new micro-technologies by means of proper statistical methods. For a better understanding of environmental adaptations of proteins, orthologous sequences from different habitats may be explored and compared. The main goal of the DeltaProt Toolbox is to provide users with important functionality that is needed for comparative screening and studies of extremophile proteins and protein classes. Visualization of the data sets is also the focus of this article, since visualizations can play a key role in making the various relationships transparent. This application paper is intended to inform the reader of the existence, functionality, and applicability of the toolbox. RESULTS: We present the DeltaProt Toolbox, a software toolbox that may be useful in importing, analyzing and visualizing data from multiple alignments of proteins. The toolbox has been written in MATLAB™ to provide an easy and user-friendly platform, including a graphical user interface, while ensuring good numerical performance. Problems in genome biology may be easily stated thanks to a compact input format. The toolbox also offers the possibility of utilizing structural information from the SABLE or other structure predictors. Different sequence plots can then be viewed and compared in order to find their similarities and differences. Detailed statistics are also calculated during the procedure. CONCLUSIONS: The DeltaProt package is open source and freely available for academic, non-commercial use. The latest version of DeltaProt can be obtained from http://services.cbu.uib.no/software/deltaprot/. The website also contains documentation, and the toolbox comes with real data sets that are intended for training in applying the models to carry out bioinformatical and statistical analyses of protein sequences. Equipped with the new algorithms proposed here, DeltaProt serves as an auxiliary analysis tool capable of visualizing and comparing orthologus protein sequences. The framework of the algorithms also enables easy incorporation of extra information on structure, if such data is available.
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spelling pubmed-30017472010-12-15 DeltaProt: a software toolbox for comparative genomics Thorvaldsen, Steinar Flå, Tor Willassen, Nils P BMC Bioinformatics Software BACKGROUND: Statistical bioinformatics is the study of biological data sets obtained by new micro-technologies by means of proper statistical methods. For a better understanding of environmental adaptations of proteins, orthologous sequences from different habitats may be explored and compared. The main goal of the DeltaProt Toolbox is to provide users with important functionality that is needed for comparative screening and studies of extremophile proteins and protein classes. Visualization of the data sets is also the focus of this article, since visualizations can play a key role in making the various relationships transparent. This application paper is intended to inform the reader of the existence, functionality, and applicability of the toolbox. RESULTS: We present the DeltaProt Toolbox, a software toolbox that may be useful in importing, analyzing and visualizing data from multiple alignments of proteins. The toolbox has been written in MATLAB™ to provide an easy and user-friendly platform, including a graphical user interface, while ensuring good numerical performance. Problems in genome biology may be easily stated thanks to a compact input format. The toolbox also offers the possibility of utilizing structural information from the SABLE or other structure predictors. Different sequence plots can then be viewed and compared in order to find their similarities and differences. Detailed statistics are also calculated during the procedure. CONCLUSIONS: The DeltaProt package is open source and freely available for academic, non-commercial use. The latest version of DeltaProt can be obtained from http://services.cbu.uib.no/software/deltaprot/. The website also contains documentation, and the toolbox comes with real data sets that are intended for training in applying the models to carry out bioinformatical and statistical analyses of protein sequences. Equipped with the new algorithms proposed here, DeltaProt serves as an auxiliary analysis tool capable of visualizing and comparing orthologus protein sequences. The framework of the algorithms also enables easy incorporation of extra information on structure, if such data is available. BioMed Central 2010-11-23 /pmc/articles/PMC3001747/ /pubmed/21092291 http://dx.doi.org/10.1186/1471-2105-11-573 Text en Copyright ©2010 Thorvaldsen et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (<url>http://creativecommons.org/licenses/by/2.0</url>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software
Thorvaldsen, Steinar
Flå, Tor
Willassen, Nils P
DeltaProt: a software toolbox for comparative genomics
title DeltaProt: a software toolbox for comparative genomics
title_full DeltaProt: a software toolbox for comparative genomics
title_fullStr DeltaProt: a software toolbox for comparative genomics
title_full_unstemmed DeltaProt: a software toolbox for comparative genomics
title_short DeltaProt: a software toolbox for comparative genomics
title_sort deltaprot: a software toolbox for comparative genomics
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3001747/
https://www.ncbi.nlm.nih.gov/pubmed/21092291
http://dx.doi.org/10.1186/1471-2105-11-573
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