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DESCRIPTION
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DESCRIPTION
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Package: DebarcodeR
Title: Automated Demultiplexing for Fluorescent Cell Barcoding
Version: 1.0.0
Authors@R: c(
person("Benjamin", "Reisman", email = "[email protected]", role = c("aut", "cre")),
person("Sierra", "Barone", email = "[email protected]", role = c("aut")),
person("David", "Earl", email = "[email protected]", role = c("aut"))
)
Description: DebarcodeR is an R package for demultiplexing fluorescent cell
barcoded (FCB) barcoded flow cytometery data. Fluorescent cell barcoding is
a technique for implementing pooled sample multiplexing in fluorescence flow
cytometry using amine reactive dyes to label each sample with unique barcodes
by varying the concentration of one or more dyes. Sample can the be pooled,
stained, and acquired in a single tube, which reduces instrument time and
reagent consumption and improves data robustness. Following acquisition,
the data must be 'debarcoded' (also known as deconvolution or demultiplexing)
which traditionally has required manual biaxial gating. DebarcodeR implements
an algorithm for automating this demultiplexing process which improves
reproducibility and enables high throughput data processing.
For more information about DebarcodeR, see our manuscript
and for more information about FCB, see Krutzik et al. 2006.
Depends: R (>= 3.4.3)
License: MIT
Encoding: UTF-8
LazyData: true
Imports: pracma, MASS, scales, flowCore, mixsmsn, sn, classInt, quadprog, earth, dplyr
RoxygenNote: 7.1.1
Collate:
'apply_platemap.R'
'fcbFlowFrame.R'
'as_flowFrame.R'
'assign_fcbFlowFrame.R'
'assign_fcbFlowSet.R'
'cluster_fcbFlowFrame.R'
'cluster_fcbFlowSet.R'
'deskew_fcbFlowFrame.R'
'deskew_fcbFlowSet.R'
'doRegressContrained.R'
'em_optimize.R'
'fcbFlowSet.R'
'getAssignments.R'
'jurkat-data.R'
'morphology_corr_earth.R'
'morphology_corr_knignenburg.R'
'morphology_corr_lm.R'
'morphology_corr_master.R'
'plot-fcbFlowFrame-assignments.R'
'selectDenseScatterArea.R'
'split_fcbFlowFrame.R'