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Interactive visualization and analysis of large-scale sequencing datasets using ZENBU

机译:使用ZENBU的交互式可视化和大规模测序数据集分析

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The advance of sequencing technology has spurred an ever-growing body of sequence tag–based data from protocols such as RNA-seq, chromatin immunoprecipitation (ChIP)-seq, DNaseI-hypersensitive site sequencing (DHS)-seq and cap analysis of gene expression (CAGE). Large-scale consortia are applying standardized versions of these protocols across broad collections of samples1,2 to elucidate genomic function. Beyond this, the affordability of these systems and availability of sequencing services has made these technologies accessible to smaller laboratories focusing on individual biological systems. Data generation is only the beginning, however, and a substantial bottleneck for many labs is going from sequence data to biological insight, especially when the volume of data overwhelms standard paradigms for data visualization. Here, we present a web-based system, ZENBU, which addresses this problem by extending the functionality of the genome browser (Supplementary Fig. 1).
机译:测序技术的发展刺激了诸如RNA-seq,染色质免疫沉淀(ChIP)-seq,DNaseI-超敏位点测序(DHS)-seq和基因表达上限分析等方案中基于序列标签的数据的增长(笼)。大型协会正在将这些协议的标准化版本应用于大量的样品1,2,以阐明基因组功能。除此之外,这些系统的可负担性和测序服务的可用性使这些技术可用于专注于单个生物系统的较小实验室。但是,数据生成只是开始,对于许多实验室来说,从序列数据到生物学洞察力一直是一个很大的瓶颈,尤其是当数据量超过了用于数据可视化的标准范式时。在这里,我们介绍一个基于Web的系统ZENBU,它通过扩展基因组浏览器的功能解决了这个问题(补充图1)。

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