Binpairs: Utilization of Illumina Paired-End Information for Improving Efficiency of Taxonomic Binning of Metagenomic Sequences

被引:3
|
作者
Dutta, Anirban [1 ]
Tandon, Disha [1 ]
Mohammed, M. H. [1 ]
Bose, Tungadri [1 ]
Mande, Sharmila S. [1 ]
机构
[1] Tata Consultancy Serv Ltd, Biosci R&D Div, TCS Innovat Labs, Tata Res Dev & Design Ctr, Pune 411013, Maharashtra, India
来源
PLOS ONE | 2014年 / 9卷 / 12期
关键词
PHYLOGENETIC CLASSIFICATION;
D O I
10.1371/journal.pone.0114814
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Motivation: Paired-end sequencing protocols, offered by next generation sequencing (NGS) platforms like Illumia, generate a pair of reads for every DNA fragment in a sample. Although this protocol has been utilized for several metagenomics studies, most taxonomic binning approaches classify each of the reads (forming a pair), independently. The present work explores some simple but effective strategies of utilizing pairing-information of Illumina short reads for improving the accuracy of taxonomic binning of metagenomic datasets. The strategies proposed can be used in conjunction with all genres of existing binning methods. Results: Validation results suggest that employment of these "Binpairs" strategies can provide significant improvements in the binning outcome. The quality of the taxonomic assignments thus obtained are often comparable to those that can only be achieved with relatively longer reads obtained using other NGS platforms (such as Roche). Availability: An implementation of the proposed strategies of utilizing pairing information is freely available for academic users at https://metagenomics.atc.tcs.com/binning/binpairs.
引用
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页数:11
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