flowPloidy

flowPloidy determines DNA ploidy of biological samples by analyzing Flow Cytometry Standard (FCS) files and DNA content histograms.


Key Features:

  • Flow Cytometry Data Analysis: Reads Flow Cytometry Standard (FCS) files and extracts flow cytometry data for histogram-based analysis.
  • Ploidy Determination: Provides functions to assess DNA ploidy by interpreting DNA content histograms using internal standards.
  • Integration with Bioconductor: Operates within the Bioconductor ecosystem on the R platform, enabling interoperability with other Bioconductor packages and workflows.
  • Community-Driven Development: Distributed through Bioconductor subject to formal initial review and continuous automated testing to ensure reproducibility and reliability.

Scientific Applications:

  • Cancer Research: Enables analysis of tumor DNA content to study tumor biology and progression.
  • Aneuploidy and Chromosomal Abnormality Detection: Supports identification of aneuploidies and other chromosomal abnormalities associated with malignancies.
  • Experimental Quality Control: Uses internal standards to provide quality control for flow cytometry-based ploidy measurements.

Methodology:

Reads FCS files via the flowCore package (Bioconductor) to extract and analyze flow cytometry data, focusing on DNA content histograms and interpretation against internal standards to determine ploidy.

Topics

Collections

Details

License:
GPL-3.0
Tool Type:
command-line tool, library
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
1/17/2017
Last Updated:
11/25/2024

Operations

Publications

Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M. Orchestrating high-throughput genomic analysis with Bioconductor. Nature Methods. 2015;12(2):115-121. doi:10.1038/nmeth.3252. PMID:25633503. PMCID:PMC4509590.

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