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MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data

BACKGROUND: Multiplex-Dependent Probe Amplification (MLPA) is a cost-effective experimental method for candidate gene studies, aimed at the identification of copy number alterations. The analysis of such genetic variants, from electropherogram peak intensities, involves two main stages. First, peak...

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Autores principales: Cáceres, Alejandro, Armengol, Lluís, Villatoro, Sergi, González, Juan R
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3118163/
https://www.ncbi.nlm.nih.gov/pubmed/21682923
http://dx.doi.org/10.1186/1471-2105-12-147
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author Cáceres, Alejandro
Armengol, Lluís
Villatoro, Sergi
González, Juan R
author_facet Cáceres, Alejandro
Armengol, Lluís
Villatoro, Sergi
González, Juan R
author_sort Cáceres, Alejandro
collection PubMed
description BACKGROUND: Multiplex-Dependent Probe Amplification (MLPA) is a cost-effective experimental method for candidate gene studies, aimed at the identification of copy number alterations. The analysis of such genetic variants, from electropherogram peak intensities, involves two main stages. First, peak normalization for each probe is required to remove the contribution of probe size to peak intensity. Second, the statistical significance of peak alteration between case and control samples is estimated. A number of methods have been proposed in each step with varying levels of complexity and precision. However, there is no single framework from which the results of each method and possible combinations at each step can be assessed. RESULTS: We present MLPAstats, an R package designed to integrate the methods for exploring different analysis scenarios in a reliable way. A GUI has been developed to allow researchers to find their optimal analysis strategy. CONCLUSIONS: MLPAstats is an analysis tool that promotes the use of cost-effective MLPA suitable for candidate gene studies. Its R implementation allows future methods to be easily incorporated, while its GUI will facilitate its use by non-expert analysts. A vignette describing a set-by-step tutorial is also available with the package.
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spelling pubmed-31181632011-06-19 MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data Cáceres, Alejandro Armengol, Lluís Villatoro, Sergi González, Juan R BMC Bioinformatics Software BACKGROUND: Multiplex-Dependent Probe Amplification (MLPA) is a cost-effective experimental method for candidate gene studies, aimed at the identification of copy number alterations. The analysis of such genetic variants, from electropherogram peak intensities, involves two main stages. First, peak normalization for each probe is required to remove the contribution of probe size to peak intensity. Second, the statistical significance of peak alteration between case and control samples is estimated. A number of methods have been proposed in each step with varying levels of complexity and precision. However, there is no single framework from which the results of each method and possible combinations at each step can be assessed. RESULTS: We present MLPAstats, an R package designed to integrate the methods for exploring different analysis scenarios in a reliable way. A GUI has been developed to allow researchers to find their optimal analysis strategy. CONCLUSIONS: MLPAstats is an analysis tool that promotes the use of cost-effective MLPA suitable for candidate gene studies. Its R implementation allows future methods to be easily incorporated, while its GUI will facilitate its use by non-expert analysts. A vignette describing a set-by-step tutorial is also available with the package. BioMed Central 2011-05-11 /pmc/articles/PMC3118163/ /pubmed/21682923 http://dx.doi.org/10.1186/1471-2105-12-147 Text en Copyright © 2011 Cáceres et al; licensee BioMed Central Ltd. https://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 (https://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
Cáceres, Alejandro
Armengol, Lluís
Villatoro, Sergi
González, Juan R
MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title_full MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title_fullStr MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title_full_unstemmed MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title_short MLPAstats: An R GUI package for the integrated analysis of copy number alterations using MLPA data
title_sort mlpastats: an r gui package for the integrated analysis of copy number alterations using mlpa data
topic Software
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3118163/
https://www.ncbi.nlm.nih.gov/pubmed/21682923
http://dx.doi.org/10.1186/1471-2105-12-147
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