CopywriteR: DNA copy number detection from off-target sequence data

Current methods for detection of copy number variants (CNV) and aberrations (CNA) from targeted sequencing data are based on the depth of coverage of captured exons. Accurate CNA determination is complicated by uneven genomic distribution and non-uniform capture efficiency of targeted exons. Here we...

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Vydané v:Genome Biology Ročník 16; číslo 1; s. 49
Hlavní autori: Kuilman, Thomas, Velds, Arno, Kemper, Kristel, Ranzani, Marco, Bombardelli, Lorenzo, Hoogstraat, Marlous, Nevedomskaya, Ekaterina, Xu, Guotai, de Ruiter, Julian, Lolkema, Martijn P, Ylstra, Bauke, Jonkers, Jos, Rottenberg, Sven, Wessels, Lodewyk F, Adams, David J, Peeper, Daniel S, Krijgsman, Oscar
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: London BioMed Central 27.02.2015
Springer Nature B.V
Predmet:
Algorithms
Animal Genetics and Genomics
Archives & records
Bioinformatics
Biomedical and Life Sciences
Cancer
Chromatin
chromatin immunoprecipitation
Consortia
Copy number
Deoxyribonucleic acid
Disease
DNA
DNA Copy Number Variations - genetics
Evolutionary Biology
Exome - genetics
Exons
Exons - genetics
Gene expression
Genome, Human
Genomes
genomics
High-Throughput Nucleotide Sequencing
Human Genetics
Humans
Immunoprecipitation
Life Sciences
Melanoma
Method
Methods
Microbial Genetics and Genomics
Mutation
Nucleotide sequence
Plant Genetics and Genomics
Principal components analysis
Sequence Analysis, DNA
Copy Number State
Copy Number Profile
Median Absolute Deviation
Copy Number Data
Copy Number Aberration
ISSN:1465-6906, 1474-7596, 1465-6906, 1474-760X, 1465-6914
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Popis
Shrnutí:Current methods for detection of copy number variants (CNV) and aberrations (CNA) from targeted sequencing data are based on the depth of coverage of captured exons. Accurate CNA determination is complicated by uneven genomic distribution and non-uniform capture efficiency of targeted exons. Here we present CopywriteR, which eludes these problems by exploiting ‘off-target’ sequence reads. CopywriteR allows for extracting uniformly distributed copy number information, can be used without reference, and can be applied to sequencing data obtained from various techniques including chromatin immunoprecipitation and target enrichment on small gene panels. CopywriteR outperforms existing methods and constitutes a widely applicable alternative to available tools.
Bibliografia:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
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ISSN:1465-6906
1474-7596
1465-6906
1474-760X
1465-6914
DOI:10.1186/s13059-015-0617-1