BMC Bioinformatics | |
RCircos: an R package for Circos 2D track plots | |
Hongen Zhang1  Paul Meltzer1  Sean Davis1  | |
[1] 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 | |
关键词: Genomic data visualization; Circos; R package; RCircos; Software; | |
Others : 1087793 DOI : 10.1186/1471-2105-14-244 |
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received in 2013-03-18, accepted in 2013-08-07, 发布年份 2013 | |
【 摘 要 】
Background
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.
Results
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.
Conclusion
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.
【 授权许可】
2013 Zhang et al.; licensee BioMed Central Ltd.
【 预 览 】
Files | Size | Format | View |
---|---|---|---|
20150117043659402.pdf | 2979KB | download | |
Figure 2. | 130KB | Image | download |
Figure 1. | 171KB | Image | download |
【 图 表 】
Figure 1.
Figure 2.
【 参考文献 】
- [1]Krzywinski M, Schein J, Birol I, Connors J, Gascoyne R, Horsman D, Jones SJ, Marra MA: Circos: an information aesthetic for comparative genomics. Genome Res 2009, 19:1639-1645.
- [2]Nielsen CB, Cantor M, Dubchak I, Gordon D, Wang T: Visualizing genomes: techniques and challenges. Nat Methods 2010, 7(3 Suppl):S5-S15.
- [3]Schroeder MP, Gonzalez-Perez A, Lopez-Bigas N: Visualizing multidimensional cancer genomics data. Genome Med 2013, 5(1):9. BioMed Central Full Text
- [4]Miller CA, Anthony J, Meyer MM, Marth G: Scribl: An HTML5 Canvas-based graphics library for visualizing genomic data over the web. Bioinformatics 2013, 29:381-383.
- [5]Zhu Z, Niu B, Chen J, Wu S, Sun S, Li W: MGAviewer: A desktop visualization tool for analysis of metagenomics alignment data. Bioinformatics 2013, 29:122-123.
- [6]Yin T, Cook D, Lawrence M: ggbio: an R package for extending the grammar of graphics for genomic data. Genome Biol 2012, 13:R77. BioMed Central Full Text
- [7]Kuhn RM, Haussler D, Kent WJ: The UCSC genome browser and associated tools. Brief Bioinform 2012.