GDCRNATools: an R/Bioconductor package for integrative analysis of lncRNA, mRNA, and miRNA data in GDC


[Up] [Top]

Documentation for package ‘GDCRNATools’ version 1.8.0

Help Pages

GDCRNATools-package This is an easy-to-use package for downloading, organizing, and integrative analyzing RNA expression data in GDC with an emphasis on deciphering the lncRNA-mRNA related ceRNA regulatory network in cancer.
DEGAll Output of 'gdcDEAnalysis' for downstream analysis
enrichOutput Output of 'gdcEnrichAnalysis' for visualization
gdcBarPlot Bar plot of differentially expressed genes/miRNAs
gdcCEAnalysis Competing endogenous RNAs (ceRNAs) analysis
gdcClinicalDownload Download clinical data in GDC
gdcClinicalMerge Merge clinical data
gdcCorPlot Correlation plot of two genes/miRNAs
gdcDEAnalysis Differential gene expression analysis
gdcDEReport Report differentially expressed genes/miRNAs
gdcEnrichAnalysis Functional enrichment analysis
gdcEnrichPlot Plots for enrichment analysis
gdcExportNetwork Export network for Cytoscape
gdcFilterDuplicate Filter out duplicated samples
gdcFilterSampleType Filter out other type of samples
gdcHeatmap Heatmap of differentially expressed genes/miRNAs
gdcKMPlot Kaplan Meier plot
gdcMatchSamples Match samples in metadata and expression matrix
gdcParseMetadata Parse metadata
gdcRNADownload Download RNA data in GDC
gdcRNAMerge Merge RNA/miRNAs raw counts data
GDCRNATools This is an easy-to-use package for downloading, organizing, and integrative analyzing RNA expression data in GDC with an emphasis on deciphering the lncRNA-mRNA related ceRNA regulatory network in cancer.
gdcSurvivalAnalysis Univariate survival analysis of multiple genes
gdcVolcanoPlot Volcano plot of differentially expressed genes/miRNAs
gdcVoomNormalization TMM normalization and voom transformation
lncTarget miRNA-lncRNA interactions
mirCounts miRNA counts data of TCGA-CHOL
pcTarget miRNA-mRNA interactions
rnaCounts RNAseq counts data of TCGA-CHOL
shinyCorPlot Shiny correlation plot
shinyKMPlot Shiny Kaplan Meier (KM) plot
shinyPathview Shiny pathview