BeadDataPackR
BeadDataPackR compresses and provides direct access to raw bead-level data from the Illumina BeadArray platform to enable efficient storage and sharing for genomic analyses.
Key Features:
- Custom Compression Scheme: A bespoke compression algorithm tailored to Illumina BeadArray raw bead-level formats reduces file sizes while preserving data integrity and structure.
- Direct Data Access: Values within compressed files can be queried and manipulated without full decompression, removing a decompression step from analysis workflows.
- Facilitation of Data Sharing: The compression format addresses the random construction of Illumina BeadArray data to produce a more manageable representation for distribution and exchange.
Scientific Applications:
- Cancer research: Enables storage and distribution of Illumina BeadArray raw bead-level data for gene expression profiling, biomarker discovery, and other genomic analyses in oncology studies.
- Meta-analysis and large-scale collaborative projects: Supports aggregation and reanalysis of raw bead-level datasets from multiple sources by reducing file sizes and enabling direct access to compressed data.
Methodology:
A bespoke compression algorithm optimized for Illumina BeadArray raw bead-level data that reduces file size while preserving the ability to directly query and manipulate compressed values without full decompression.
Topics
Collections
Details
- License:
- GPL-2.0
- Cost:
- Free of charge
- Tool Type:
- command-line tool, library
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- R
- Added:
- 1/17/2017
- Last Updated:
- 12/29/2018
Operations
Data Inputs & Outputs
Publications
Smith ML and Lynch AG. BeadDataPackR: A Tool to Facilitate the Sharing of Raw Data from Illumina BeadArray Studies. Cancer Inform. 2010; 9:217-27.
PMID: 20981138
PMCID: PMC2956622