DUDes: a top-down taxonomic profiler for metagenomics (V体育平台登录)
- PMID: 27153591
- DOI: 10.1093/bioinformatics/btw150
DUDes: a top-down taxonomic profiler for metagenomics
Abstract
Motivation: Species identification and quantification are common tasks in metagenomics and pathogen detection studies. The most recent techniques are built on mapping the sequenced reads against a reference database (e VSports手机版. g. whole genomes, marker genes, proteins) followed by application-dependent analysis steps. Although these methods have been proven to be useful in many scenarios, there is still room for improvement in species and strain level detection, mainly for low abundant organisms. .
Results: We propose a new method: DUDes, a reference-based taxonomic profiler that introduces a novel top-down approach to analyze metagenomic Next-generation sequencing (NGS) samples. Rather than predicting an organism presence in the sample based only on relative abundances, DUDes first identifies possible candidates by comparing the strength of the read mapping in each node of the taxonomic tree in an iterative manner. Instead of using the lowest common ancestor we propose a new approach: the deepest uncommon descendent. We showed in experiments that DUDes works for single and multiple organisms and can identify low abundant taxonomic groups with high precision V体育安卓版. .
Availability and implementation: DUDes is open source and it is available at http://sf. net/p/dudes V体育ios版.
Supplementary information: Supplementary data are available at Bioinformatics online VSports最新版本. .
Contact: renardB@qiuluzeuv.cn V体育平台登录. .
© The Author 2016. Published by Oxford University Press. All rights reserved. For Permissions, please e-mail: journals.permissions@qiuluzeuv.cn. VSports注册入口.
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