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Genome U-Plot: a whole genome visualization

机译:基因组U-图:全基因组可视化

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Motivation: The ability to produce and analyze whole genome sequencing (WGS) data from samples with structural variations (SV) generated the need to visualize such abnormalities in simplified plots. Conventional two-dimensional representations of WGS data frequently use either circular or linear layouts. There are several diverse advantages regarding both these representations, but their major disadvantage is that they do not use the two-dimensional space very efficiently. We propose a layout, termed the Genome U-Plot, which spreads the chromosomes on a two-dimensional surface and essentially quadruples the spatial resolution. We present the Genome U-Plot for producing clear and intuitive graphs that allows researchers to generate novel insights and hypotheses by visualizing SVs such as deletions, amplifications, and chromoanagenesis events. The main features of the Genome U-Plot are its layered layout, its high spatial resolution and its improved aesthetic qualities. We compare conventional visualization schemas with the Genome U-Plot using visualization metrics such as number of line crossings and crossing angle resolution measures. Based on our metrics, we improve the readability of the resulting graph by at least 2-fold, making apparent important features and making it easy to identify important genomic changes.
机译:动机:从具有结构变化(SV)的样品产生和分析全基因组测序(WGS)数据的能力产生了在简化的图中可视化这些异常的需要。 WGS数据的传统二维表示经常使用圆形或线性布局。这两种陈述都有几种不同的优点,但它们的主要缺点是它们不会非常有效地使用二维空间。我们提出了一种被称为基因组U形图的布局,该u-plot将染色体延伸在二维表面上并基本上四满空间分辨率。我们提出了基因组U形,用于产生清晰和直观的图表,允许研究人员通过可视化SVS(如缺失,扩增和染色体事件)来产生新颖的洞察和假设。基因组U形的主要特征是其层叠布局,其高空间分辨率及其改善的美学质量。我们使用诸如线路交叉数量的可视化度量和交叉角度分辨率测量的可视化度量来比较传统的可视化模式。基于我们的指标,我们将所得图表的可读性提高至少2倍,使得明显的重要特征,使其易于识别重要的基因组变化。

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