ChAMP: updated methylation analysis pipeline for Illumina BeadChips
Chinese Academy of Sciences · CRUK Lung Cancer Centre of Excellence · +2 more institutions
Abstract
SUMMARY: The Illumina Infinium HumanMethylationEPIC BeadChip is the new platform for high-throughput DNA methylation analysis, effectively doubling the coverage compared to the older 450 K array. Here we present a significantly updated and improved version of the Bioconductor package ChAMP, which can be used to analyze EPIC and 450k data. Many enhanced functionalities have been added, including correction for cell-type heterogeneity, network analysis and a series of interactive graphical user interfaces. AVAILABILITY AND IMPLEMENTATION: ChAMP is a BioC package available from https://bioconductor.org/packages/release/bioc/html/ChAMP.html. CONTACT: a.teschendorff@ucl.ac.uk or s.beck@ucl.ac.uk or…
Citation impact
- FWCI
- 18.84
- Percentile
- 100%
- References
- 14
Authors
7- YTYuan Tian
Chinese Academy of Sciences, CRUK Lung Cancer Centre of Excellence, University College London
- TMTiffany Morris
- APAmy P. Webster
CRUK Lung Cancer Centre of Excellence, University College London
- ZYZhen Yang
Chinese Academy of Sciences
- SBStephan BeckCorresponding
CRUK Lung Cancer Centre of Excellence, University College London
Topics & keywords
- Bioconductor
- Computer science
- DNA methylation
- Pipeline (software)
- Computational biology
- Bioinformatics
- Operating system
- Biology