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Copy-number-aware differential analysis of quantitative DNA sequencing data.

Authors :
Robinson MD
Strbenac D
Stirzaker C
Statham AL
Song J
Speed TP
Clark SJ
Source :
Genome research [Genome Res] 2012 Dec; Vol. 22 (12), pp. 2489-96. Date of Electronic Publication: 2012 Aug 09.
Publication Year :
2012

Abstract

Developments in microarray and high-throughput sequencing (HTS) technologies have resulted in a rapid expansion of research into epigenomic changes that occur in normal development and in the progression of disease, such as cancer. Not surprisingly, copy number variation (CNV) has a direct effect on HTS read densities and can therefore bias differential detection results. We have developed a flexible approach called ABCD-DNA (affinity-based copy-number-aware differential quantitative DNA sequencing analyses) that integrates CNV and other systematic factors directly into the differential enrichment engine.

Details

Language :
English
ISSN :
1549-5469
Volume :
22
Issue :
12
Database :
MEDLINE
Journal :
Genome research
Publication Type :
Academic Journal
Accession number :
22879430
Full Text :
https://doi.org/10.1101/gr.139055.112