
Get Count Data for each Antigen from the Raw Median Fluorescent Intensity
Source:R/runQC.R
getAntigenCounts.RdThis function obtains the count data from the raw Median Fluorescent Intensity (MFI). This function relies on the `readAntigens` and `readSeroData` data processing functions.
Value
(i) Data frame providing bead counts per antigen per well per plate. (ii) Designates whether wells should be repeated if there are \(<=\) 15 beads (repeat) or if they are sufficient with > 15 beads (sufficient beads).
Examples
# \donttest{
# Step 0: Load example raw data
your_raw_data <- c(
system.file("extdata", "example_MAGPIX_plate1.csv", package = "SeroTrackR"),
system.file("extdata", "example_MAGPIX_plate2.csv", package = "SeroTrackR")
)
your_plate_layout <- system.file(
"extdata",
"example_platelayout_1.xlsx",
package = "SeroTrackR"
)
# Step 1: Read serology data and plate layout
sero_data <- readSeroData(your_raw_data,"magpix")
#> PASS: File example_magpix_plate1.csv successfully validated.
#> PASS: File example_magpix_plate2.csv successfully validated.
plate_list <- readPlateLayout(your_plate_layout, sero_data)
#> Plate layouts correctly identified!
# Step 2: Process counts and perform quality control
counts <- processCounts(sero_data)
counts_raw <- getCounts(counts)
sample_ids <- getSampleID(counts, plate_list)
# Get Antigen Counts:
antigen_cts <- getAntigenCounts(counts, plate_list)
# }