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To start working with a git checkout:

  1. Load the project in RStudio
  2. Run roxygen2 over the package by selecting Build -> Document
  3. Load the package with devtools::load_all()
  4. Run data-raw/preprocess.R
  5. Build -> Build and Reload

Summarized data files will be located in inst/extdata.

Column nameDescription
FSC.AForward scatter AUC
FSC.HForward scatter peak height
FSC.WForward scatter peak width
SSC.*Side scatter; as above
CD86Scale value for CD86 staining intensity
CD206Scale value for CD206 staining intensity
TimeTime to event from acquisition start (s)
Event..Event serial number
FilenameFilename of original FCS file
ExperimentReplicate ID
antibody"exp" (CD206/CD86) or "iso" (isotype controls)
m1_concentration[LPS+IFN-γ] (ng/ml)
m2_concentration[IL-4+IL-13] (ng/ml)
timepoint (if applicable)Duration of incubation with cytokines (h)

See the vignettes for examples of normalizing data. Grouping on the antibody column is critical when plotting or summarizing data!

About

Flow cytometry data for "Regulation of macrophage polarization and plasticity by complex activation signals" (Smith, 2016).

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