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


ABSTRACT: 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.

SUBMITTER: Coe BP 

PROVIDER: S-EPMC2926625 | biostudies-literature | 2010 Aug

REPOSITORIES: biostudies-literature

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

Coe Bradley P BP   Chari Raj R   MacAulay Calum C   Lam Wan L WL  

Nucleic acids research 20100615 15


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 hybridiza  ...[more]

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