a circos representation of multiple GWAS results.

Fuji plot (a circos representation of multiple GWAS results) was developed to efficiently summarize significant SNPs across dozens of traits (Kanai, M. et al., Nat. Genet. 2018). Technically, it is a wrapper script for Circos, generating input data and configuration files from GWAS results.

Fuji plot is named after 🗻 Mt. Fuji in Japan 🗻, whose ridge and skirts greatly resemble our figure!

• R with dplyr and stringr packages.
  • To install these packages, type install.packages("tidyverse") in R console.
• Circos
  • Please follow their instructions to install Circos.
  • For the current version (v0.69-6), you need to apply our patch to avoid an infinite loop in text arrangements. Alternatively, you can download and use our patched version. I will report this issue soon.

Please add circos to your PATH or set CIRCOS_PATH in fujiplot.R appropriately.

Rscript fujiplot.R input_example/input.txt input_example/traitlist.txt output_example

Input files used in Kanai, M. et al. (2018) are provided under ./input_example.

This file provides a concatenated list of all significant trait-associated loci (for each trait). It also defines a unique locus across multiple traits to highlight pleiotropic loci. The required fields are as follows:

• LOCUS_ID: Unique ID for each locus
• CATEGORY: Trait category
• TRAIT: Trait name
• CHR: Chromosome
• BP: Position (hg19)
• MARKER: Marker ID
• GENE: Gene symbol

This file provides a list of traits and their categories. It defines an order of traits and a color of each category in a figure. The required fields are as follows:

• CATEGORY: Trait category
• TRAIT: Trait name
• COLOR: Category color

All output files will be created under ./output.

This is the raw output from Circos. Unfortunately, we could not figure out the appropriate way to make our highlights (radial lines) over scatter plots. To this end, we edited the svg file using Adobe Illustrator and produced the final figure.

This corresponds to Fig. 1a of Kanai, M. et al. (2018). Again, you need to do some Illustrator edits to make it pretty. You can suppress this output by setting OUTPUT_BARPLOT = FALSE in fujiplot.R.

When using Fuji plot, please cite the following paper.

• Kanai, M., et al. Genetic analysis of quantitative traits in the Japanese population links cell types to complex human diseases. Nat. Genet. (2018) doi:10.1038/s41588-018-0047-6

Masahiro Kanai ([email protected])

http://mkanai.github.io/

• JENGER (the lab website)
• The BioBank Japan Project
• RIKEN Center for Integrative Medical Sciences
• National Bioscience Database Center Human Database
• Circos
• ClicO FS