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b/R/readDACData.R |
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#' Read DLBCL class files |
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#' |
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#' Functions to read the internal data files of classified CEL files using |
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#' the DLBCL Automatic Classifier (DAC) [1]. These were manually supplied to the |
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#' DAC Windows interface. |
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#' |
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#' @param geo_nbr A \code{character} string giving the GSE number. |
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#' @return A \code{data.frame} of the predicted classes and the class |
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#' probabilities. Returns \code{NULL} if \code{geo_nbr} is not found. |
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#' @author |
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#' Anders Ellern Bilgrau \cr |
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#' Steffen Falgreen |
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#' @references |
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#' [1] Care, M. A., Barrans, S., Worrillow, L., Jack, A., Westhead, D. R., & |
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#' Tooze, R. M. (2013). A microarray platform-independent classification |
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#' tool for cell of origin class allows comparative analysis of gene |
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#' expression in diffuse large B-cell lymphoma. |
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#' PloS One, 8(2), e55895. doi:10.1371/journal.pone.0055895 |
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#' @note |
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#' The GSE11318 dataset was not classified using the DAC. |
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#' @examples |
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#' head(DLBCL_overview[, -c(3,4,6)]) |
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#' |
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#' head(readDACData("GSE19246")) |
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#' |
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#' readDACData("UNSUPPORTED_STUDY") |
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#' @export |
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readDACData <- function(geo_nbr) { |
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extdir <- system.file("extdata", package = "DLBCLdata") |
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files <- list.files(extdir, pattern = "^predictions-.+\\.txt$", |
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full.names = TRUE) |
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file <- grep(geo_nbr, files, value = TRUE) |
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dat <- lapply(file, read.table, header = TRUE) |
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names(dat) <- gsub("predictions-|\\.txt$", "", basename(file)) |
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ans <- do.call(rbind, dat) |
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return(ans) |
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} |