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.