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DESCRIPTION
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Package: CATALYST
Type: Package
Title: Cytometry dATa anALYSis Tools
Version: 1.1.0
Author: Helena Lucia Crowell <crowellh@student.ethz.ch>, Mark Robinson
<mark.robinson@imls.uzh.ch>, Vito Zanotelli
<vito.zanotelli@uzh.ch>
biocViews: MassSpectrometry, Preprocessing, StatisticalMethod,
SingleCell
Maintainer: Helena Lucia Crowell <crowellh@student.ethz.ch>
Depends: R (>= 3.4)
Description: Mass cytometry (CyTOF) uses heavy metal isotopes rather
than fluorescent tags as reporters to label antibodies, thereby
substantially decreasing spectral overlap and allowing for
examination of over 50 parameters at the single cell level.
While spectral overlap is significantly less pronounced in
CyTOF than flow cytometry, spillover due to detection
sensitivity, isotopic impurities, and oxide formation can
impede data interpretability. We designed CATALYST (Cytometry
dATa anALYSis Tools) to provide a pipeline for preprocessing of
cytometry data, including i) normalization using bead
standards, ii) single-cell deconvolution, and iii) bead-based
compensation.
Imports: flowCore, ggplot2, graphics, grDevices, grid, gridExtra,
matrixStats, methods, plotly, RColorBrewer, stats, utils
License: GPL (>=2)
LazyData: TRUE
VignetteBuilder: knitr
RoxygenNote: 6.0.1
Suggests: BiocStyle, knitr, rmarkdown