A framework for analyzing DNA methylation data from Illumina Infinium HumanMethylation450 BeadChip

Z Wang, XL Wu, Y Wang - BMC bioinformatics, 2018 - Springer
Background DNA methylation has been identified to be widely associated to complex
diseases. Among biological platforms to profile DNA methylation in human, the Illumina …

missMethyl: an R package for analyzing data from Illumina's HumanMethylation450 platform

B Phipson, J Maksimovic, A Oshlack - Bioinformatics, 2015 - academic.oup.com
DNA methylation is one of the most commonly studied epigenetic modifications due to its
role in both disease and development. The Illumina HumanMethylation450 BeadChip is a …

MACON: a web tool for computing DNA methylation data obtained by the Illumina Infinium Human DNA methylation BeadArray

N Iida, Y Okuda, O Ogasawara, S Yamashita… - …, 2018 - Taylor & Francis
Aim: Bioinformatics analysis for Illumina Infinium Human DNA methylation BeadArray is
essential, but still remains difficult task for many experimental researchers. We here aimed to …

An evaluation of analysis pipelines for DNA methylation profiling using the Illumina HumanMethylation450 BeadChip platform

F Marabita, M Almgren, ME Lindholm, S Ruhrmann… - Epigenetics, 2013 - Taylor & Francis
The proper identification of differentially methylated CpGs is central in most epigenetic
studies. The Illumina HumanMethylation450 BeadChip is widely used to quantify DNA …

shinyÉPICo: a graphical pipeline to analyze Illumina DNA methylation arrays

O Morante-Palacios, E Ballestar - Bioinformatics, 2021 - academic.oup.com
Illumina DNA methylation bead arrays provide a cost-effective platform for the simultaneous
analysis of a high number of human samples. However, the analysis can be time …

ChAMP: updated methylation analysis pipeline for Illumina BeadChips

Y Tian, TJ Morris, AP Webster, Z Yang, S Beck… - …, 2017 - academic.oup.com
Abstract Summary The Illumina Infinium HumanMethylationEPIC BeadChip is the new
platform for high-throughput DNA methylation analysis, effectively doubling the coverage …

Marmal-aid-a database for Infinium HumanMethylation450

R Lowe, VK Rakyan - BMC bioinformatics, 2013 - Springer
Background DNA methylation is indispensible for normal human genome function. Currently
there is an increasingly large number of DNA methylomic data being released in the public …

IMA: an R package for high-throughput analysis of Illumina's 450K Infinium methylation data

D Wang, L Yan, Q Hu, LE Sucheston, MJ Higgins… - …, 2012 - academic.oup.com
The Illumina Infinium HumanMethylation450 BeadChip is a newly designed high-density
microarray for quantifying the methylation level of over 450 000 CpG sites within human …

A data-driven approach to preprocessing Illumina 450K methylation array data

R Pidsley, CC Y Wong, M Volta, K Lunnon, J Mill… - BMC genomics, 2013 - Springer
Background As the most stable and experimentally accessible epigenetic mark, DNA
methylation is of great interest to the research community. The landscape of DNA …

[HTML][HTML] A cross-package Bioconductor workflow for analysing methylation array data

J Maksimovic, B Phipson, A Oshlack - F1000Research, 2016 - ncbi.nlm.nih.gov
Methylation in the human genome is known to be associated with development and disease.
The Illumina Infinium methylation arrays are by far the most common way to interrogate …