Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.

Accurate and efficient genome-wide detection of copy number variants (CNVs) is essential for understanding human genomic variation, genome-wide CNV association type studies, cytogenetics research and diagnostics, and independent validation of CNVs identified from sequencing based technologies. Numer...

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Main Authors: Rajini R Haraksingh, Alexej Abyzov, Mark Gerstein, Alexander E Urban, Michael Snyder
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2011-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3227574?pdf=render
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spelling doaj-18dec23c79c845e1ba3c7a9b0bb879e82020-11-25T01:46:39ZengPublic Library of Science (PLoS)PLoS ONE1932-62032011-01-01611e2785910.1371/journal.pone.0027859Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.Rajini R HaraksinghAlexej AbyzovMark GersteinAlexander E UrbanMichael SnyderAccurate and efficient genome-wide detection of copy number variants (CNVs) is essential for understanding human genomic variation, genome-wide CNV association type studies, cytogenetics research and diagnostics, and independent validation of CNVs identified from sequencing based technologies. Numerous, array-based platforms for CNV detection exist utilizing array Comparative Genome Hybridization (aCGH), Single Nucleotide Polymorphism (SNP) genotyping or both. We have quantitatively assessed the abilities of twelve leading genome-wide CNV detection platforms to accurately detect Gold Standard sets of CNVs in the genome of HapMap CEU sample NA12878, and found significant differences in performance. The technologies analyzed were the NimbleGen 4.2 M, 2.1 M and 3×720 K Whole Genome and CNV focused arrays, the Agilent 1×1 M CGH and High Resolution and 2×400 K CNV and SNP+CGH arrays, the Illumina Human Omni1Quad array and the Affymetrix SNP 6.0 array. The Gold Standards used were a 1000 Genomes Project sequencing-based set of 3997 validated CNVs and an ultra high-resolution aCGH-based set of 756 validated CNVs. We found that sensitivity, total number, size range and breakpoint resolution of CNV calls were highest for CNV focused arrays. Our results are important for cost effective CNV detection and validation for both basic and clinical applications.http://europepmc.org/articles/PMC3227574?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Rajini R Haraksingh
Alexej Abyzov
Mark Gerstein
Alexander E Urban
Michael Snyder
spellingShingle Rajini R Haraksingh
Alexej Abyzov
Mark Gerstein
Alexander E Urban
Michael Snyder
Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
PLoS ONE
author_facet Rajini R Haraksingh
Alexej Abyzov
Mark Gerstein
Alexander E Urban
Michael Snyder
author_sort Rajini R Haraksingh
title Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
title_short Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
title_full Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
title_fullStr Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
title_full_unstemmed Genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
title_sort genome-wide mapping of copy number variation in humans: comparative analysis of high resolution array platforms.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2011-01-01
description Accurate and efficient genome-wide detection of copy number variants (CNVs) is essential for understanding human genomic variation, genome-wide CNV association type studies, cytogenetics research and diagnostics, and independent validation of CNVs identified from sequencing based technologies. Numerous, array-based platforms for CNV detection exist utilizing array Comparative Genome Hybridization (aCGH), Single Nucleotide Polymorphism (SNP) genotyping or both. We have quantitatively assessed the abilities of twelve leading genome-wide CNV detection platforms to accurately detect Gold Standard sets of CNVs in the genome of HapMap CEU sample NA12878, and found significant differences in performance. The technologies analyzed were the NimbleGen 4.2 M, 2.1 M and 3×720 K Whole Genome and CNV focused arrays, the Agilent 1×1 M CGH and High Resolution and 2×400 K CNV and SNP+CGH arrays, the Illumina Human Omni1Quad array and the Affymetrix SNP 6.0 array. The Gold Standards used were a 1000 Genomes Project sequencing-based set of 3997 validated CNVs and an ultra high-resolution aCGH-based set of 756 validated CNVs. We found that sensitivity, total number, size range and breakpoint resolution of CNV calls were highest for CNV focused arrays. Our results are important for cost effective CNV detection and validation for both basic and clinical applications.
url http://europepmc.org/articles/PMC3227574?pdf=render
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