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ngs.plot: Quick mining and visualization of next-generation sequencing data by integrating genomic databases

机译:ngs.plot:通过整合基因组数据库快速挖掘和可视化下一代测序数据

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Background Understanding the relationship between the millions of functional DNA elements and their protein regulators, and how they work in conjunction to manifest diverse phenotypes, is key to advancing our understanding of the mammalian genome. Next-generation sequencing technology is now used widely to probe these protein-DNA interactions and to profile gene expression at a genome-wide scale. As the cost of DNA sequencing continues to fall, the interpretation of the ever increasing amount of data generated represents a considerable challenge. Results We have developed ngs.plot – a standalone program to visualize enrichment patterns of DNA-interacting proteins at functionally important regions based on next-generation sequencing data. We demonstrate that ngs.plot is not only efficient but also scalable. We use a few examples to demonstrate that ngs.plot is easy to use and yet very powerful to generate figures that are publication ready. Conclusions We conclude that ngs.plot is a useful tool to help fill the gap between massive datasets and genomic information in this era of big sequencing data.
机译:背景技术了解数百万个功能性DNA元件与其蛋白质调节剂之间的关系,以及它们如何协同工作以表现出不同的表型,是增进我们对哺乳动物基因组的了解的关键。下一代测序技术现已广泛用于探测这些蛋白质与DNA的相互作用,并在全基因组范围内分析基因表达。随着DNA测序成本的不断下降,对不断增长的生成数据的解释提出了巨大的挑战。结果我们开发了ngs.plot,这是一个独立的程序,可以根据下一代测序数据在功能重要的区域可视化DNA相互作用蛋白的富集模式。我们证明ngs.plot不仅高效而且可扩展。我们使用一些示例来证明ngs.plot易于使用,但是生成生成准备就绪的图形的功能非常强大。结论我们得出结论,在这个大测序数据时代,ngs.plot是一个有用的工具,可以帮助填补海量数据集和基因组信息之间的空白。

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