Low-level processing of Illumina Infinium DNA methylation beadarrays
TJ Triche Jr, DJ Weisenberger… - Nucleic acids …, 2013 - academic.oup.com
We propose a novel approach to background correction for Infinium HumanMethylation data
to account for technical variation in background fluorescence signal. Our approach …
to account for technical variation in background fluorescence signal. Our approach …
Complete Pipeline for Infinium® Human Methylation 450K BeadChip Data Processing Using Subset Quantile Normalization for Accurate DNA Methylation Estimation
N Touleimat, J Tost - Epigenomics, 2012 - Taylor & Francis
Background: Huge progress has been made in the development of array-or sequencing-
based technologies for DNA methylation analysis. The Illumina Infinium® Human …
based technologies for DNA methylation analysis. The Illumina Infinium® Human …
Preprocessing, normalization and integration of the Illumina HumanMethylationEPIC array with minfi
The minfi package is widely used for analyzing Illumina DNA methylation array data. Here
we describe modifications to the minfi package required to support the …
we describe modifications to the minfi package required to support the …
Comprehensive characterization, annotation and innovative use of Infinium DNA methylation BeadChip probes
Abstract Illumina Infinium DNA Methylation BeadChips represent the most widely used
genome-scale DNA methylation assays. Existing strategies for masking Infinium probes …
genome-scale DNA methylation assays. Existing strategies for masking Infinium probes …
ChAMP: updated methylation analysis pipeline for Illumina BeadChips
Abstract Summary The Illumina Infinium HumanMethylationEPIC BeadChip is the new
platform for high-throughput DNA methylation analysis, effectively doubling the coverage …
platform for high-throughput DNA methylation analysis, effectively doubling the coverage …
Minfi: a flexible and comprehensive Bioconductor package for the analysis of Infinium DNA methylation microarrays
Abstract Motivation: The recently released Infinium HumanMethylation450 array (the
'450k'array) provides a high-throughput assay to quantify DNA methylation (DNAm) at∼ 450 …
'450k'array) provides a high-throughput assay to quantify DNA methylation (DNAm) at∼ 450 …
[HTML][HTML] Identification of polymorphic and off-target probe binding sites on the Illumina Infinium MethylationEPIC BeadChip
Genome-wide analysis of DNA methylation has now become a relatively inexpensive
technique thanks to array-based methylation profiling technologies. The recently developed …
technique thanks to array-based methylation profiling technologies. The recently developed …
Additional annotation enhances potential for biologically-relevant analysis of the Illumina Infinium HumanMethylation450 BeadChip array
Background Measurement of genome-wide DNA methylation (DNAm) has become an
important avenue for investigating potential physiologically-relevant epigenetic changes …
important avenue for investigating potential physiologically-relevant epigenetic changes …
Evaluation of the Infinium Methylation 450K technology
S Dedeurwaerder, M Defrance, E Calonne, H Denis… - …, 2011 - Taylor & Francis
Aims: Studies of DNA methylomes hold enormous promise for biomedicine but are
hampered by the technological challenges of analyzing many samples cost-effectively …
hampered by the technological challenges of analyzing many samples cost-effectively …
A data-driven approach to preprocessing Illumina 450K methylation array data
Background As the most stable and experimentally accessible epigenetic mark, DNA
methylation is of great interest to the research community. The landscape of DNA …
methylation is of great interest to the research community. The landscape of DNA …