wateRmelon

DNAMethylation
R
GPL-3

15 flavours of betas and three performance metrics, with methods for objects produced by methylumi and minfi packages.

Source attribution

  • BioconductorwateRmelon

Related resources

Machine learning-based tools to predict DNA methylation of locus-specific repetitive elements (RE) by learning surrounding genetic and epigenetic information. These tools provide genomewide and single-base resolution of DNA methylation prediction on RE that are difficult to measure using array-based or sequencing-based platforms, which enables epigenome-wide association study (EWAS) and differentially methylated region (DMR) analysis on RE.

The package contains a modular pipeline for analysis of HELP microarray data, and includes graphical and mathematical tools with more general applications.

"Methylation-Aware Genotype Association in R" (MAGAR) computes methQTL from DNA methylation and genotyping data from matched samples. MAGAR uses a linear modeling stragety to call CpGs/SNPs that are methQTLs. MAGAR accounts for the local correlation structure of CpGs.

Tools to analyze & visualize Illumina Infinium methylation arrays.

Tools for quanlity control, analysis and visulization of Illumina DNA methylation array data.

Interactive tool for visualizing Illumina methylation array data. Both the 450k and EPIC array are supported.