RnBeads

RnBeads analyzes genome-scale DNA methylation data to perform large-scale analysis and interpretation across assays such as whole-genome bisulfite sequencing, reduced representation bisulfite sequencing, and Infinium microarrays.


Key Features:

  • Assay support: Processes whole-genome bisulfite sequencing (WGBS), reduced representation bisulfite sequencing (RRBS), Infinium microarrays, and other protocols yielding high-resolution DNA methylation data.
  • Single-CpG resolution: Handles data at single-CpG resolution for high-resolution methylation analysis.
  • Large-scale analysis: Performs large-scale analysis and interpretation of DNA methylation datasets.
  • Report generation: Produces detailed hypertext reports summarizing analysis results.
  • EWAS applicability: Provides analysis capabilities applicable to epigenome-wide association studies (EWAS).
  • Biomarker discovery: Facilitates identification of epigenetic biomarkers in cancer cohorts.

Scientific Applications:

  • Epigenome-wide association studies (EWAS): Supports analysis and interpretation of methylation patterns in EWAS contexts.
  • Epigenetic biomarker discovery: Enables discovery of diagnostic or prognostic methylation biomarkers in cancer cohorts.
  • Cross-protocol methylation analysis: Enables comparative analysis of methylation data generated by WGBS, RRBS, Infinium microarrays, and other high-resolution protocols.

Methodology:

Provides a workflow that processes WGBS, RRBS, and Infinium microarray data and generates detailed hypertext reports.

Topics

Collections

Details

License:
GPL-3.0
Maturity:
Mature
Cost:
Free of charge
Tool Type:
library
Operating Systems:
Linux, Windows, Mac
Programming Languages:
R
Added:
5/18/2017
Last Updated:
11/25/2024

Operations

Publications

Assenov Y, Müller F, Lutsik P, Walter J, Lengauer T, Bock C. Comprehensive analysis of DNA methylation data with RnBeads. Nature Methods. 2014;11(11):1138-1140. doi:10.1038/nmeth.3115. PMID:25262207. PMCID:PMC4216143.

Documentation

Downloads