PROcess
PROcess processes protein mass spectrometry data to perform data processing and analysis for high-throughput proteomics within the Bioconductor/R environment.
Key Features:
- Bioconductor integration: Integrates with the Bioconductor ecosystem to enable interoperability with other packages for genomic and molecular biology analyses.
- R implementation: Implements data processing and analysis functions in the R statistical programming language.
- Protein mass spectrometry processing: Provides functions specifically for processing protein mass spectrometry data.
- High-throughput dataset support: Supports processing of large, high-throughput proteomics datasets.
- Protein identification and quantification: Supports workflows for identification and quantification of proteins from mass spectrometry data.
Scientific Applications:
- Proteomics data analysis: Facilitates analysis of high-throughput proteomics datasets.
- Protein identification and quantification studies: Enables identification and quantification of proteins to study biological processes and disease mechanisms.
- Integrative genomics and molecular biology: Supports combined analyses with genomic and molecular biology data through Bioconductor interoperability.
Methodology:
Implements data processing and statistical analyses using the R programming language within the Bioconductor framework.
Topics
Collections
Details
- License:
- Artistic-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
Spectral 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.