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gganatogram: An R package for modular visualisation of anatograms and tissues based on ggplot2
1Center for Epigenetics Research, Memorial Sloan Kettering Cancer Center, New York, New York, 10065, USA.
F1000Research
|December 6, 2018
Summary
The gganatogram R package simplifies visualizing biological data on anatomical structures. It enables reproducible and modular generation of species-specific anatograms for diverse scientific applications.
Area of Science:
- Biological visualization
- Bioinformatics
- Computational biology
Background:
- Displaying data on anatomical structures aids tissue-related information observation.
- Existing web-based tools for gene expression lack modularity and are limited to non-genetic disciplines.
- Manual creation of anatomical visualizations requires expertise in both art and anatomy.
Purpose of the Study:
- To introduce gganatogram, an R package for creating modular species anatograms.
- To provide a tool that combines the ggplot2 grammar with Expression Atlas anatograms for easy visualization.
- To facilitate the reproducible plotting of various biological data types across different tissues and species.
Main Methods:
- Developed an R package, gganatogram, leveraging ggplot2's graphical grammar.
- Integrated publicly available anatograms from the Expression Atlas.
- Utilized a simple data frame input for tissue name, group, color, and value for visualization.
Main Results:
- gganatogram allows for quick, easy, modular, and reproducible generation of anatograms.
- The package supports visualization of gene expression, pharmacokinetics, and bacterial load across selected tissues.
- Includes 5 highly annotated organisms (human/mouse male/female, cell anatogram) and 24 additional species.
Conclusions:
- gganatogram offers a versatile tool for visualizing biological data on anatomical structures across diverse species.
- The package enhances reproducibility and ease of use for researchers in biological sciences.
- Community contributions for additional anatograms are welcomed for future package development.
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