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CNV-seq, a new method to detect copy number variation using high-throughput sequencing

BACKGROUND: DNA copy number variation (CNV) has been recognized as an important source of genetic variation. Array comparative genomic hybridization (aCGH) is commonly used for CNV detection, but the microarray platform has a number of inherent limitations. RESULTS: Here, we describe a method to det...

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Detalles Bibliográficos
Autores principales: Xie, Chao, Tammi, Martti T
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2667514/
https://www.ncbi.nlm.nih.gov/pubmed/19267900
http://dx.doi.org/10.1186/1471-2105-10-80
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author Xie, Chao
Tammi, Martti T
author_facet Xie, Chao
Tammi, Martti T
author_sort Xie, Chao
collection PubMed
description BACKGROUND: DNA copy number variation (CNV) has been recognized as an important source of genetic variation. Array comparative genomic hybridization (aCGH) is commonly used for CNV detection, but the microarray platform has a number of inherent limitations. RESULTS: Here, we describe a method to detect copy number variation using shotgun sequencing, CNV-seq. The method is based on a robust statistical model that describes the complete analysis procedure and allows the computation of essential confidence values for detection of CNV. Our results show that the number of reads, not the length of the reads is the key factor determining the resolution of detection. This favors the next-generation sequencing methods that rapidly produce large amount of short reads. CONCLUSION: Simulation of various sequencing methods with coverage between 0.1× to 8× show overall specificity between 91.7 – 99.9%, and sensitivity between 72.2 – 96.5%. We also show the results for assessment of CNV between two individual human genomes.
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spelling pubmed-26675142009-04-10 CNV-seq, a new method to detect copy number variation using high-throughput sequencing Xie, Chao Tammi, Martti T BMC Bioinformatics Methodology Article BACKGROUND: DNA copy number variation (CNV) has been recognized as an important source of genetic variation. Array comparative genomic hybridization (aCGH) is commonly used for CNV detection, but the microarray platform has a number of inherent limitations. RESULTS: Here, we describe a method to detect copy number variation using shotgun sequencing, CNV-seq. The method is based on a robust statistical model that describes the complete analysis procedure and allows the computation of essential confidence values for detection of CNV. Our results show that the number of reads, not the length of the reads is the key factor determining the resolution of detection. This favors the next-generation sequencing methods that rapidly produce large amount of short reads. CONCLUSION: Simulation of various sequencing methods with coverage between 0.1× to 8× show overall specificity between 91.7 – 99.9%, and sensitivity between 72.2 – 96.5%. We also show the results for assessment of CNV between two individual human genomes. BioMed Central 2009-03-06 /pmc/articles/PMC2667514/ /pubmed/19267900 http://dx.doi.org/10.1186/1471-2105-10-80 Text en Copyright © 2009 Xie and Tammi; licensee BioMed Central Ltd. http://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) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Methodology Article
Xie, Chao
Tammi, Martti T
CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title_full CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title_fullStr CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title_full_unstemmed CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title_short CNV-seq, a new method to detect copy number variation using high-throughput sequencing
title_sort cnv-seq, a new method to detect copy number variation using high-throughput sequencing
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2667514/
https://www.ncbi.nlm.nih.gov/pubmed/19267900
http://dx.doi.org/10.1186/1471-2105-10-80
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