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 …

[HTML][HTML] Comparison of Beta-value and M-value methods for quantifying methylation levels by microarray analysis

P Du, X Zhang, CC Huang, N Jafari, WA Kibbe… - BMC …, 2010 - Springer
Background High-throughput profiling of DNA methylation status of CpG islands is crucial to
understand the epigenetic regulation of genes. The microarray-based Infinium methylation …

[HTML][HTML] RnBeads 2.0: comprehensive analysis of DNA methylation data

F Müller, M Scherer, Y Assenov, P Lutsik, J Walter… - Genome biology, 2019 - Springer
DNA methylation is a widely investigated epigenetic mark with important roles in
development and disease. High-throughput assays enable genome-scale DNA methylation …

Validation of a DNA methylation microarray for 450,000 CpG sites in the human genome

J Sandoval, H Heyn, S Moran, J Serra-Musach… - Epigenetics, 2011 - Taylor & Francis
DNA methylation is the most studied epigenetic mark and CpG methylation is central to
many biological processes and human diseases. Since cancer has highlighted the …

[HTML][HTML] Epigenetic conservation at gene regulatory elements revealed by non-methylated DNA profiling in seven vertebrates

HK Long, D Sims, A Heger, NP Blackledge, C Kutter… - elife, 2013 - elifesciences.org
Two-thirds of gene promoters in mammals are associated with regions of non-methylated
DNA, called CpG islands (CGIs), which counteract the repressive effects of DNA methylation …

[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 …

Genome-wide detection of cytosine methylation by single molecule real-time sequencing

OYO Tse, P Jiang, SH Cheng, W Peng… - Proceedings of the …, 2021 - National Acad Sciences
5-Methylcytosine (5mC) is an important type of epigenetic modification. Bisulfite sequencing
(BS-seq) has limitations, such as severe DNA degradation. Using single molecule real-time …

[HTML][HTML] Single-cell DNA methylome and 3D multi-omic atlas of the adult mouse brain

H Liu, Q Zeng, J Zhou, A Bartlett, BA Wang, P Berube… - Nature, 2023 - nature.com
Cytosine DNA methylation is essential in brain development and is implicated in various
neurological disorders. Understanding DNA methylation diversity across the entire brain in a …

Base resolution methylome profiling: considerations in platform selection, data preprocessing and analysis

Z Sun, J Cunningham, S Slager, JP Kocher - Epigenomics, 2015 - Taylor & Francis
Bisulfite treatment-based methylation microarray (mainly Illumina 450K Infinium array) and
next-generation sequencing (reduced representation bisulfite sequencing, Agilent …

Functional DNA methylation differences between tissues, cell types, and across individuals discovered using the M&M algorithm

B Zhang, Y Zhou, N Lin, RF Lowdon, C Hong… - Genome …, 2013 - genome.cshlp.org
DNA methylation plays key roles in diverse biological processes such as X chromosome
inactivation, transposable element repression, genomic imprinting, and tissue-specific gene …