annaffy
annaffy provides management and analysis of Affymetrix annotation data from BioConductor for annotation, metadata exploration, and report generation in microarray and transcriptomics research.
Key Features:
- Data Handling: Manages data derived from Affymetrix microarray experiments and integrates annotation packages available within BioConductor.
- Report Generation: Generates detailed and compact reports in HTML and text formats that include experimental data summaries and direct URL links to online databases.
- Metadata Exploration: Supports searching and querying of biological metadata using multiple criteria.
- BioConductor Interoperability: Leverages the R programming language to ensure interoperability with other BioConductor packages and tools.
Scientific Applications:
- Genomic Data Analysis: Facilitates exploration of gene expression patterns, genetic variations, and other molecular phenomena using Affymetrix annotations.
- Biomarker Discovery: Assists in identifying potential disease biomarkers through analysis of annotated microarray data.
- Transcriptomics Studies: Supports analysis and interpretation of RNA transcript data in transcriptomics research.
Methodology:
Uses R for data management and report generation with integration of BioConductor annotation packages, and is subject to formal initial review and continuous automated testing.
Topics
Collections
Details
- License:
- GPL-3.0
- Tool Type:
- command-line tool, library
- Operating Systems:
- Linux, Windows, Mac
- Programming Languages:
- R
- Added:
- 1/17/2017
- Last Updated:
- 11/25/2024
Operations
Data Inputs & Outputs
Sequence annotation
Publications
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M. Orchestrating high-throughput genomic analysis with Bioconductor. Nature Methods. 2015;12(2):115-121. doi:10.1038/nmeth.3252. PMID:25633503. PMCID:PMC4509590.