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Differential Methylation Analysis

buildDMRs()
Build Differentially Methylated Regions (DMRs) from Differentially Methylated Positions (seeds)
scoreDMRs()
Add Complementary Classification Scores to DMRs
findDMPsArray()
Find DMPs from methylation array beta values using limma
findDMPsBSSeq()
Find DMPs using DSS on BSseq objects
simulateDMRs()
Simulate DMRs while preserving local methylation structure

Data handling

BetaHandler
Beta Handler Class
getBetaHandler()
Create a BetaHandler object for efficient beta value access
convertBetaToTabix()
Convert Beta File to Tabix-Indexed Format
sortBetaFileByCoordinates()
Sort Beta File by Genomic Coordinates
readCustomMethylationBedData()
Read and Process Custom Methylation BED Data
augmentBSSeq()
Augment BSseq Object
loadExampleInputData() loadExampleInputDataChr5And11() loadExampleInputDataChr21And22()
Load CMEnt Example Resources
getSortedGenomicLocs()
Get Sorted Array Locations
orderByLoc()
Orders a vector of indices according to their corresponding genomic locations (chromosome and position). This function is useful for sorting site sites or other genomic features by their physical positions.

Annotation and interpretation

annotateDMRsWithGenes()
Annotate DMRs with Gene Information
combinePvalues()
Combine spatially correlated p-values with comb-p style SLK correction
getDMRSequences()
Extract DNA Sequences for DMRs
extractDMRMotifs()
Extract DMR Motif Frequencies
computeDMRsInteraction()
Compute Motif-Based DMR Interactions

Visualization and apps

plotDMR()
Plot DMR
plotDMRs()
Plot Multiple DMRs in a Grid
plotDMRBlockFormation()
Plot Intermediate DMR Block Formation Diagnostics
plotDMRsManhattan()
Plot Manhattan-Style View of DMR Scores
plotDMRsCircos()
Plot Circos Visualization of DMRs
plotAutoDMRsCircos()
Plot DMR Circos Views Using Automatically Selected Regions
launchCMEntViewer()
Launch CMEnt Interactive Viewer

Package

CMEnt CMEnt-package
CMEnt: Characterization of Methylation using positional ENTanglement