fishplot

fishplot visualizes temporal changes in tumor clonal architecture from massively-parallel sequencing-derived subclonal fraction estimates as an R package.


Key Features:

  • Visualization: Generates area-style "fish plots" that represent subclonal composition across multiple timepoints.
  • Input requirements: Requires simple input data specifying subclonal fractions and sampling timepoints for visualization.
  • Dynamic clonal representation: Depicts changes in clonal architecture over multiple timepoints to illustrate tumor heterogeneity, therapeutic response, and resistance dynamics.

Scientific Applications:

  • Clonal evolution analysis: Visualizes temporal clonal dynamics to support interpretation of tumor evolution from sequencing data.
  • Tumor heterogeneity studies: Aids analysis of intratumoral heterogeneity using sequencing-derived subclonal fraction estimates.
  • Therapeutic response and resistance investigation: Supports tracking of clonal expansions or contractions related to therapy over time.

Methodology:

Implemented in R to process input subclonal fraction and timepoint data and generate layered area plots approximating subclonal fractions across timepoints.

Topics

Details

License:
Apache-2.0
Tool Type:
command-line tool
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
9/3/2018
Last Updated:
1/13/2019

Operations

Publications

Miller CA, McMichael J, Dang HX, Maher CA, Ding L, Ley TJ, Mardis ER, Wilson RK. Visualizing tumor evolution with the fishplot package for R. BMC Genomics. 2016;17(1). doi:10.1186/s12864-016-3195-z. PMID:27821060. PMCID:PMC5100182.

PMID: 27821060
PMCID: PMC5100182
Funding: - National Human Genome Research Institute: U54HG003079

Documentation

Links