GenomicTools: a computational platform for developing high-throughput analytics in genomics

被引:28
作者
Tsirigos, Aristotelis [1 ]
Haiminen, Niina [1 ]
Bilal, Erhan [1 ]
Utro, Filippo [1 ]
机构
[1] IBM TJ Watson Res Ctr, Computat Biol Ctr, Yorktown Hts, NY 10598 USA
关键词
D O I
10.1093/bioinformatics/btr646
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Results: We present GenomicTools, a flexible computational platform, comprising both a command-line set of tools and a C++ API, for the analysis and manipulation of high-throughput sequencing data such as DNA-seq, RNA-seq, ChIP-seq and MethylC-seq. GenomicTools implements a variety of mathematical operations between sets of genomic regions thereby enabling the prototyping of computational pipelines that can address a wide spectrum of tasks ranging from pre-processing and quality control to meta-analyses. Additionally, the GenomicTools platform is designed to analyze large datasets of any size by minimizing memory requirements. In practical applications, where comparable, GenomicTools outperforms existing tools in terms of both time and memory usage.
引用
收藏
页码:282 / 283
页数:2
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