Description Usage Arguments Value Examples
TCGAanalyze_Stemness generate the mRNAsi score
1 | TCGAanalyze_Stemness(stemSig, dataGE, annotation = FALSE)
|
stemSig |
is a vector of the stemness Signature generated using gelnet package |
dataGE |
is a matrix of Gene expression (genes in rows, samples in cols) from TCGAprepare |
annotation |
as default is FALSE. If annotation == subtype it returns the molecular subtype of a sample. If annotation == sampleType it returns the type of a sample (normal or tumor) |
table with samples and stemness score
1 2 3 4 5 6 7 8 | # Selecting TCGA breast cancer (10 samples) for example stored in dataBRCA
dataNorm <- TCGAanalyze_Normalization(tabDF = dataBRCA, geneInfo = geneInfo)
# quantile filter of genes
dataFilt <- TCGAanalyze_Filtering(tabDF = dataNorm,
method = "quantile",
qnt.cut = 0.25)
dataBRCA_stemness <- TCGAanalyze_Stemness(stemSig = PCBC_stemSig,
dataGE = dataFilt, annotation = "sampleType")
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