iNETgrate-package | Integrates DNA methylation data with gene expression in a single gene network |
accelFailAnalysis | Accelerated Failure Analysis |
analyzeSurvival | Survival analysis |
bestInetgrator | Identifies the bestInetgrator |
cleanAllData | Cleans and preprocesses data |
computEigengenes | Compute eigengenes of combined modules. |
computEigengloci rename | Compute eigengenes of combined modules. |
computEigenloci | Computes an eigenloci for each gene |
computeInetgrator | Computes an inetgrator |
computeUnion | Computes union gene set |
coxAnalysis | Cox analysis |
createLocusGene | Mapping one locus to one gene. |
distanceToTss | Computes distance of loci to the closest TSS |
downloaData | Download and save TCGA data |
electGenes | Selects input genes for iNETgrate analysis. |
filterLowCor | Filters out genes or loci |
findAliveCutoff | Find Alive Cutoff |
findCore | Finds the most connected cluster of points |
findTcgaDuplicates | Identify and remove duplicate samples |
iNETgrate | iNETgrate - Runs entire iNETgrate pipeline. |
inferEigengenes | Infers features for the test(validation) dataset |
makeNetwork | Make network |
plotKM | Survival (Kaplan-Meier estimator) plots |
plotLociNum | Plot number of loci per gene. |
plotLociTss | Plots distance of loci to genes |
prepareSurvival | Prepare survival data |
preprocessDnam | Cleans DNA methylation data |
sample2pat | Maps sample IDs to corresponding patient IDs |
sampleData | Sample Data |
toyCleanedAml | A subset of cleaned TCGA-LAML data |
toyComputEloci | A subset of weighted DNA methylation profile of TCGA-LAML data |
toyEigengenes | A subset of weighted average of gene expression present in each module |
toyRawAml | A subset of TCGA-LAML data |