BaseSpaceR
BaseSpaceR interfaces with Illumina's BaseSpace cloud to provide R-based access and Bioconductor integration for analysis and visualization of high-throughput genomic and molecular biology data.
Key Features:
- Integration with BaseSpace: Provides programmatic access to Illumina's BaseSpace cloud computing environment for retrieval and management of genomic datasets.
- R-based development: Leverages the R language for statistical computing and graphics.
- Bioconductor interoperability: Interoperates with Bioconductor packages to extend analyses using the Bioconductor ecosystem.
- Genomic analysis support: Supports analytical workflows including sequence alignment, variant calling, and expression profiling.
- Data visualization: Enables creation of detailed visual representations of genomic data within R.
- Custom tool development: Facilitates development of bespoke analysis tools by leveraging Bioconductor package libraries.
Scientific Applications:
- Genomic Data Analysis: Facilitates sequence alignment, variant calling, and gene expression profiling for high-throughput sequencing data.
- Data Visualization: Produces detailed graphical outputs for interpretation and presentation of genomic and molecular biology data.
- Custom Tool Development: Serves as a platform for developing bespoke bioinformatics workflows and analysis tools within the Bioconductor/R ecosystem.
Methodology:
Implements R-based statistical computing and graphics, interfaces with Illumina's BaseSpace cloud, aligns with Bioconductor methodologies, and follows formal review processes with continuous automated testing.
Topics
Collections
Details
- License:
- Apache-2.0
- 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
Nucleic acid sequence analysis
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.