RCircos: an R package for Circos 2D track plots
Top Cited Papers
Open Access
- 10 August 2013
- journal article
- software
- Published by Springer Science and Business Media LLC in BMC Bioinformatics
- Vol. 14 (1), 244
- https://doi.org/10.1186/1471-2105-14-244
Abstract
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.Keywords
This publication has 7 references indexed in Scilit:
- Visualizing multidimensional cancer genomics dataGenome Medicine, 2013
- Scribl: an HTML5 Canvas-based graphics library for visualizing genomic data over the webBioinformatics, 2012
- MGAviewer: a desktop visualization tool for analysis of metagenomics alignment dataBioinformatics, 2012
- The UCSC genome browser and associated toolsBriefings in Bioinformatics, 2012
- ggbio: an R package for extending the grammar of graphics for genomic dataGenome Biology, 2012
- Visualizing genomes: techniques and challengesNature Methods, 2010
- Circos: An information aesthetic for comparative genomicsGenome Research, 2009