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

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.

Documentation

Downloads

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