Chordomics
Chordomics visualizes relationships between microbial phylogeny and function by integrating metagenomics, metatranscriptomics, and metaproteomics into a unified visualization that displays taxonomic and functional information on a single plot.
Key Features:
- Multi-omics integration: Integrates metagenomics, metatranscriptomics, and metaproteomics datasets into a cohesive analytical framework.
- Combined taxonomic and functional visualization: Displays taxonomic and functional information together on a single plot to link phylogeny and function.
- Linked -omics handling: Supports analysis of linked -omics data to preserve relationships between different molecular layers.
- Comparative analyses: Enables comparisons across datasets to investigate changes across temporal and environmental contexts.
- Dataset annotation and comparison: Supports annotation and comparative analysis of multiple microbiome datasets.
- Implementation languages: Implemented using R and JavaScript.
Scientific Applications:
- Linking phylogeny and function: Mapping taxonomic identities to functional annotations to identify phylogenetic contributions to community function.
- Temporal and environmental microbiome studies: Comparing microbiome composition and function across time series or different environmental conditions.
- Integrated multi-omics analysis: Joint analysis of metagenomic, metatranscriptomic, and metaproteomic data to assess molecular-level activity and functional potential.
- Functional network discovery: Identifying functional links and associations within microbial communities.
Methodology:
Implemented in R and JavaScript and developed as a Shiny application; integrates metagenomics, metatranscriptomics, and metaproteomics to visualize taxonomic and functional annotations on a single plot and to support linked -omics comparative analyses.
Topics
Details
- License:
- MIT
- Programming Languages:
- R, JavaScript
- Added:
- 11/14/2019
- Last Updated:
- 12/11/2020
Operations
Publications
McDonnell K, Waters N, Howley E, Abram F. Chordomics: a visualization tool for linking function to phylogeny in microbiomes. Bioinformatics. 2019;36(4):1309-1310. doi:10.1093/bioinformatics/btz711. PMID:31539022.