Description Usage Arguments Value Examples
View source: R/Download_Preprocess.R
Downloads DNA methylation data from TCGA.
1 | Download_DNAmethylation(CancerSite, TargetDirectory, downloadData = TRUE)
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CancerSite |
character of length 1 with TCGA cancer code. |
TargetDirectory |
character with directory where a folder for downloaded files will be created. |
downloadData |
logical indicating if data should be downloaded (default: TRUE). If false, the url of the desired data is returned. |
list with paths to downloaded files for both 27k and 450k methylation data.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 | ## Not run:
# Optional register cluster to run in parallel
library(doParallel)
cl <- makeCluster(5)
registerDoParallel(cl)
# Methylation data for ovarian cancer
cancerSite <- "OV"
targetDirectory <- paste0(getwd(), "/")
# Downloading methylation data
METdirectories <- Download_DNAmethylation(cancerSite, targetDirectory, TRUE)
# Processing methylation data
METProcessedData <- Preprocess_DNAmethylation(cancerSite, METdirectories)
# Saving methylation processed data
saveRDS(METProcessedData, file = paste0(targetDirectory, "MET_", cancerSite, "_Processed.rds"))
# Clustering methylation data
res <- ClusterProbes(METProcessedData[[1]], METProcessedData[[2]])
# Saving methylation clustered data
toSave <- list(METcancer = res[[1]], METnormal = res[[2]], ProbeMapping = res$ProbeMapping)
saveRDS(toSave, file = paste0(targetDirectory, "MET_", cancerSite, "_Clustered.rds"))
stopCluster(cl)
## End(Not run)
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