Xenome-a tool for classifying reads from xenograft samples

被引:193
作者
Conway, Thomas [1 ]
Wazny, Jeremy [1 ]
Bromage, Andrew [1 ]
Tymms, Martin [2 ]
Sooraj, Dhanya [2 ]
Williams, Elizabeth D. [2 ]
Beresford-Smith, Bryan [1 ]
机构
[1] Univ Melbourne, NICTA Victoria Res Lab, Dept Comp Sci & Software Engn, Parkville, Vic 3052, Australia
[2] Monash Univ, Monash Inst Med Res, Clayton, Vic, Australia
基金
澳大利亚国家健康与医学研究理事会; 澳大利亚研究理事会;
关键词
RNA-SEQ; TRANSCRIPTS; METASTASIS; GENOMES;
D O I
10.1093/bioinformatics/bts236
中图分类号
Q5 [生物化学];
学科分类号
070307 [化学生物学];
摘要
Motivation: Shotgun sequence read data derived from xenograft material contains a mixture of reads arising from the host and reads arising from the graft. Classifying the read mixture to separate the two allows for more precise analysis to be performed. Results: We present a technique, with an associated tool Xenome, which performs fast, accurate and specific classification of xenograft-derived sequence read data. We have evaluated it on RNA-Seq data from human, mouse and human-in-mouse xenograft datasets.
引用
收藏
页码:I172 / I178
页数:7
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