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Genome-wide DNA polymorphism analyses using VariScan

BACKGROUND: DNA sequence polymorphisms analysis can provide valuable information on the evolutionary forces shaping nucleotide variation, and provides an insight into the functional significance of genomic regions. The recent ongoing genome projects will radically improve our capabilities to detect...

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Detalles Bibliográficos
Autores principales: Hutter, Stephan, Vilella, Albert J, Rozas, Julio
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2006
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1574356/
https://www.ncbi.nlm.nih.gov/pubmed/16968531
http://dx.doi.org/10.1186/1471-2105-7-409
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author Hutter, Stephan
Vilella, Albert J
Rozas, Julio
author_facet Hutter, Stephan
Vilella, Albert J
Rozas, Julio
author_sort Hutter, Stephan
collection PubMed
description BACKGROUND: DNA sequence polymorphisms analysis can provide valuable information on the evolutionary forces shaping nucleotide variation, and provides an insight into the functional significance of genomic regions. The recent ongoing genome projects will radically improve our capabilities to detect specific genomic regions shaped by natural selection. Current available methods and software, however, are unsatisfactory for such genome-wide analysis. RESULTS: We have developed methods for the analysis of DNA sequence polymorphisms at the genome-wide scale. These methods, which have been tested on a coalescent-simulated and actual data files from mouse and human, have been implemented in the VariScan software package version 2.0. Additionally, we have also incorporated a graphical-user interface. The main features of this software are: i) exhaustive population-genetic analyses including those based on the coalescent theory; ii) analysis adapted to the shallow data generated by the high-throughput genome projects; iii) use of genome annotations to conduct a comprehensive analyses separately for different functional regions; iv) identification of relevant genomic regions by the sliding-window and wavelet-multiresolution approaches; v) visualization of the results integrated with current genome annotations in commonly available genome browsers. CONCLUSION: VariScan is a powerful and flexible suite of software for the analysis of DNA polymorphisms. The current version implements new algorithms, methods, and capabilities, providing an important tool for an exhaustive exploratory analysis of genome-wide DNA polymorphism data.
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spelling pubmed-15743562006-09-23 Genome-wide DNA polymorphism analyses using VariScan Hutter, Stephan Vilella, Albert J Rozas, Julio BMC Bioinformatics Software BACKGROUND: DNA sequence polymorphisms analysis can provide valuable information on the evolutionary forces shaping nucleotide variation, and provides an insight into the functional significance of genomic regions. The recent ongoing genome projects will radically improve our capabilities to detect specific genomic regions shaped by natural selection. Current available methods and software, however, are unsatisfactory for such genome-wide analysis. RESULTS: We have developed methods for the analysis of DNA sequence polymorphisms at the genome-wide scale. These methods, which have been tested on a coalescent-simulated and actual data files from mouse and human, have been implemented in the VariScan software package version 2.0. Additionally, we have also incorporated a graphical-user interface. The main features of this software are: i) exhaustive population-genetic analyses including those based on the coalescent theory; ii) analysis adapted to the shallow data generated by the high-throughput genome projects; iii) use of genome annotations to conduct a comprehensive analyses separately for different functional regions; iv) identification of relevant genomic regions by the sliding-window and wavelet-multiresolution approaches; v) visualization of the results integrated with current genome annotations in commonly available genome browsers. CONCLUSION: VariScan is a powerful and flexible suite of software for the analysis of DNA polymorphisms. The current version implements new algorithms, methods, and capabilities, providing an important tool for an exhaustive exploratory analysis of genome-wide DNA polymorphism data. BioMed Central 2006-09-12 /pmc/articles/PMC1574356/ /pubmed/16968531 http://dx.doi.org/10.1186/1471-2105-7-409 Text en Copyright © 2006 Hutter 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 Software
Hutter, Stephan
Vilella, Albert J
Rozas, Julio
Genome-wide DNA polymorphism analyses using VariScan
title Genome-wide DNA polymorphism analyses using VariScan
title_full Genome-wide DNA polymorphism analyses using VariScan
title_fullStr Genome-wide DNA polymorphism analyses using VariScan
title_full_unstemmed Genome-wide DNA polymorphism analyses using VariScan
title_short Genome-wide DNA polymorphism analyses using VariScan
title_sort genome-wide dna polymorphism analyses using variscan
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1574356/
https://www.ncbi.nlm.nih.gov/pubmed/16968531
http://dx.doi.org/10.1186/1471-2105-7-409
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