RECOT: a tool for the coordinate transformation of next-generation sequencing reads for comparative genomics and transcriptomics.

Q2 Decision Sciences
Akiko Izawa, Jun Sese
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引用次数: 2

Abstract

Background: The whole-genome sequences of many non-model organisms have recently been determined. Using these genome sequences, next-generation sequencing based experiments such as RNA-seq and ChIP-seq have been performed and comparisons of the experiments between related species have provided new knowledge about evolution and biological processes. Although these comparisons require transformation of the genome coordinates of the reads between the species, current software tools are not suitable to convert the massive numbers of reads to the corresponding coordinates of other species' genomes.

Results: Here, we introduce a set of programs, called REad COordinate Transformer (RECOT), created to transform the coordinates of short reads obtained from the genome of a query species being studied to that of a comparison target species after aligning the query and target gene/genome sequences. RECOT generates output in SAM format that can be viewed using recent genome browsers capable of displaying next-generation sequencing data.

Conclusions: We demonstrate the usefulness of RECOT in comparing ChIP-seq results between two closely-related fruit flies. The results indicate position changes of a transcription factor binding site caused sequence polymorphisms at the binding site.

Abstract Image

Abstract Image

RECOT:用于比较基因组学和转录组学的下一代测序读数坐标转换的工具。
背景:最近已经确定了许多非模式生物的全基因组序列。利用这些基因组序列,下一代基于测序的实验,如RNA-seq和ChIP-seq已经完成,相关物种之间的实验比较提供了关于进化和生物过程的新知识。虽然这些比较需要转换物种间reads的基因组坐标,但现有的软件工具并不适合将大量的reads转换为其他物种基因组的相应坐标。结果:在这里,我们介绍了一套名为REad COordinate Transformer (RECOT)的程序,该程序用于在比对查询和目标基因/基因组序列后,将从正在研究的查询物种基因组中获得的短读的坐标转换为比较目标物种的坐标。RECOT生成SAM格式的输出,可以使用能够显示下一代测序数据的最新基因组浏览器查看。结论:我们证明了RECOT在比较两种亲缘关系密切的果蝇的ChIP-seq结果中的有效性。结果表明,一个转录因子结合位点的位置变化导致了该结合位点的序列多态性。
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来源期刊
Source Code for Biology and Medicine
Source Code for Biology and Medicine Decision Sciences-Information Systems and Management
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期刊介绍: Source Code for Biology and Medicine is a peer-reviewed open access, online journal that publishes articles on source code employed over a wide range of applications in biology and medicine. The journal"s aim is to publish source code for distribution and use in the public domain in order to advance biological and medical research. Through this dissemination, it may be possible to shorten the time required for solving certain computational problems for which there is limited source code availability or resources.
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