Genetics Branch, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Building 37, Room 6138, 37 Convent Drive, Bethesda, MD 20892-4265, USA.
BMC Bioinformatics. 2013 Aug 10;14:244. doi: 10.1186/1471-2105-14-244.
Circos is a Perl language based software package for visualizing similarities and differences of genome structure and positional relationships between genomic intervals. Running Circos requires extra data processing procedures to prepare plot data files and configure files from datasets, which limits its capability of integrating directly with other software tools such as R. Recently published R Bioconductor package ggbio provides a function to display genomic data in circular layout based on multiple other packages, which increases its complexity of usage and decreased the flexibility in integrating with other R pipelines.
We implemented an R package, RCircos, using only R packages that come with R base installation. The package supports Circos 2D data track plots such as scatter, line, histogram, heatmap, tile, connectors, links, and text labels. Each plot is implemented with a specific function and input data for all functions are data frames which can be objects read from text files or generated with other R pipelines.
RCircos package provides a simple and flexible way to make Circos 2D track plots with R and could be easily integrated into other R data processing and graphic manipulation pipelines for presenting large-scale multi-sample genomic research data. It can also serve as a base tool to generate complex Circos images.
Circos 是一个基于 Perl 语言的软件包,用于可视化基因组结构和基因组区间之间的位置关系的相似性和差异性。运行 Circos 需要额外的数据处理步骤,从数据集准备绘图数据文件和配置文件,这限制了它与其他软件工具(如 R)直接集成的能力。最近发布的 R Bioconductor 包 ggbio 提供了一种基于多个其他包在圆形布局中显示基因组数据的功能,这增加了它的使用复杂性,降低了与其他 R 管道集成的灵活性。
我们使用仅随 R 基础安装提供的 R 包实现了一个 R 包 RCircos。该包支持 Circos 2D 数据轨迹图,如散点图、线图、直方图、热图、平铺图、连接器、链接和文本标签。每个图都是使用特定的函数实现的,所有函数的输入数据都是数据框,可以是从文本文件读取的对象,也可以是用其他 R 管道生成的对象。
RCircos 包提供了一种使用 R 制作 Circos 2D 轨迹图的简单而灵活的方法,可以轻松集成到其他 R 数据处理和图形操作管道中,用于呈现大规模多样本基因组研究数据。它也可以作为生成复杂 Circos 图像的基础工具。