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FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data

The availability of high resolution array comparative genomic hybridization (CGH) platforms has led to increasing complexities in data analysis. Specifically, defining contiguous regions of alterations or segmentation can be computationally intensive and popular algorithms can take hours to days for...

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Detalles Bibliográficos
Autores principales: Coe, Bradley P., Chari, Raj, MacAulay, Calum, Lam, Wan L.
Formato: Texto
Lenguaje:English
Publicado: Oxford University Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2926625/
https://www.ncbi.nlm.nih.gov/pubmed/20551132
http://dx.doi.org/10.1093/nar/gkq548
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author Coe, Bradley P.
Chari, Raj
MacAulay, Calum
Lam, Wan L.
author_facet Coe, Bradley P.
Chari, Raj
MacAulay, Calum
Lam, Wan L.
author_sort Coe, Bradley P.
collection PubMed
description The availability of high resolution array comparative genomic hybridization (CGH) platforms has led to increasing complexities in data analysis. Specifically, defining contiguous regions of alterations or segmentation can be computationally intensive and popular algorithms can take hours to days for the processing of arrays comprised of hundreds of thousands to millions of elements. Additionally, tumors tend to demonstrate subtle copy number alterations due to heterogeneity, ploidy and hybridization effects. Thus, there is a need for fast, sensitive array CGH segmentation and alteration calling algorithms. Here, we describe Fast Algorithm for Calling After Detection of Edges (FACADE), a highly sensitive and easy to use algorithm designed to rapidly segment and call high resolution array data.
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spelling pubmed-29266252010-08-30 FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data Coe, Bradley P. Chari, Raj MacAulay, Calum Lam, Wan L. Nucleic Acids Res Methods Online The availability of high resolution array comparative genomic hybridization (CGH) platforms has led to increasing complexities in data analysis. Specifically, defining contiguous regions of alterations or segmentation can be computationally intensive and popular algorithms can take hours to days for the processing of arrays comprised of hundreds of thousands to millions of elements. Additionally, tumors tend to demonstrate subtle copy number alterations due to heterogeneity, ploidy and hybridization effects. Thus, there is a need for fast, sensitive array CGH segmentation and alteration calling algorithms. Here, we describe Fast Algorithm for Calling After Detection of Edges (FACADE), a highly sensitive and easy to use algorithm designed to rapidly segment and call high resolution array data. Oxford University Press 2010-08 2010-06-15 /pmc/articles/PMC2926625/ /pubmed/20551132 http://dx.doi.org/10.1093/nar/gkq548 Text en © The Author(s) 2010. Published by Oxford University Press. http://creativecommons.org/licenses/by-nc/2.5 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/2.5), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methods Online
Coe, Bradley P.
Chari, Raj
MacAulay, Calum
Lam, Wan L.
FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title_full FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title_fullStr FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title_full_unstemmed FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title_short FACADE: a fast and sensitive algorithm for the segmentation and calling of high resolution array CGH data
title_sort facade: a fast and sensitive algorithm for the segmentation and calling of high resolution array cgh data
topic Methods Online
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2926625/
https://www.ncbi.nlm.nih.gov/pubmed/20551132
http://dx.doi.org/10.1093/nar/gkq548
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