illuminaio
illuminaio parses Illumina IDAT files to extract BeadArray probe-type summary intensities and decrypt proprietary data for downstream genomic analyses such as gene expression profiling.
Key Features:
- IDAT parsing: Parses IDAT files from all Illumina BeadArray platforms, including gene expression arrays.
- Decryption: Decrypts proprietary IDAT files produced by Illumina scanners.
- Intensity extraction: Extracts summary intensities for each probe-type on an array.
- Text conversion: Converts parsed and decrypted data into human-readable text formats.
- Scanner output support: Processes direct output from Illumina scanners in IDAT format.
Scientific Applications:
- BeadArray data processing: Enables processing of BeadArray data for downstream genomic analyses, including gene expression profiling.
- Data sharing and submission: Facilitates conversion of IDAT files into formats suitable for submission to public databases and data sharing.
- Reproducible analysis: Allows independent processing and analysis of Illumina BeadArray data to support transparency and reproducibility.
- Standardization: Supports adoption of IDAT as a standardized exchange format analogous to Affymetrix CEL files.
Methodology:
Parses and decrypts Illumina IDAT binary files to extract summary probe-type intensities and outputs them in human-readable text formats.
Topics
Collections
Details
- License:
- GPL-2.0
- Tool Type:
- command-line tool, library
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- R
- Added:
- 1/17/2017
- Last Updated:
- 1/10/2019
Operations
Data Inputs & Outputs
Formatting
Inputs
Outputs
Publications
Smith ML, Baggerly KA, Bengtsson H, Ritchie ME, Hansen KD. illuminaio: An open source IDAT parsing tool for Illumina microarrays. F1000Research. 2013;2:264. doi:10.12688/f1000research.2-264.v1. PMID:24701342. PMCID:PMC3968891.