GenomeInfoDb
GenomeInfoDb standardizes chromosome sequence names by translating between naming systems (for example, "chr1" versus "1") and arranging sequence names in natural biological order to support consistent integration of genomic datasets.
Key Features:
- Naming Convention Translation: Provides functions to convert between diverse chromosome sequence naming conventions, preserving explicit formats such as "chr1" and "1".
- Natural Order Placement: Arranges sequence names in natural biological order rather than lexicographic order to maintain biologically meaningful sequence ordering for analyses.
Scientific Applications:
- Data Integration: Enables integration of genomic datasets from multiple sources and platforms by standardizing sequence names across files and studies.
- Comparative and Integrative Analyses: Supports comparative genomics and multi-dataset analyses that require consistent chromosome naming and biologically relevant ordering.
- Reproducibility in Large-Scale Studies: Facilitates reproducibility in large-scale genomic studies by reducing naming-related errors when combining datasets.
Methodology:
Implemented in the R programming language and distributed via the Bioconductor project, with functions for translating naming conventions and for natural-order placement; package development includes Bioconductor review and continuous automated testing.
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
Data handling
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.