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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...
Autores principales: | , , , |
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Formato: | Texto |
Lenguaje: | English |
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Oxford University Press
2010
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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. |
format | Text |
id | pubmed-2926625 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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