
Bioconductor Dose
This package implements five methods proposed by Resnik, Schlicker, Jiang, Lin and Wang...
Install
npx skills add bioMate-AI/biomate-bioconductor-kb --skill bioconductor-dose -g -a claude-code -y- Repository
- bioMate-AI/biomate-bioconductor-kb793
- Category
- Engineering
- Updated
- 5mo ago
- License
- See repository
- Context cost
- Lightabout 504 tokens
- Runs scripts
- No, instructions only
What it does
This package implements five methods proposed by Resnik, Schlicker, Jiang, Lin and Wang respectively for measuring semantic similarities among DO terms and gene products. Enrichment analyses including hypergeometric model and gene set enric
DOSE
Dependencies & Environment
Package-intrinsic requirements from the Bioconductor landing page, reproduce in any R environment.
- Version: 4.6.0 · Bioconductor: 3.23 · R: ≥ 4.6
- Imports: AnnotationDbi, enrichit, ggplot2, GOSemSim, reshape2, yulab.utils
- Install:
BiocManager::install("DOSE")
When to Use
- Disease Ontology Analysis: Performing Disease Ontology Semantic and Enrichment analysis as described by the package authors.
When NOT to Use
- For formatting R markdown documents, use
knitrbecause DOSE is strictly for Disease Ontology analysis.
Data Requirements
- Requires loading the package into the R session via
library(DOSE).
Key Parameters
- pkg: Used in the
Biocpkgfunction example to format package links. - tidy: Used in
knitr::opts_chunk$setto control code formatting.
Best Practices
- Load the package using
library(DOSE). - Cite the primary publication (Yu et al. 2015) when using DOSE in published research.
Common Pitfalls
- Missing Citation: Forgetting to cite the package in publications; fix by including the citation to Bioinformatics 2015.
Alternatives
- knitr: For document generation and vignette formatting, as it handles markdown chunk options rather than biological enrichment.
Citations
- G Yu, LG Wang, GR Yan, QY He. DOSE: an R/Bioconductor package for Disease Ontology Semantic and Enrichment analysis. Bioinformatics 2015, 31(4):608-609.
References
- Homepage: https://bioconductor.org/packages/DOSE
- Vignette: https://bioconductor.org/packages/release/bioc/vignettes/DOSE/inst/doc/DOSE.html
Run this on BioMate
This skill is the knowledge layer, when, why, and how to use dose. To run this analysis on your own data with managed compute, automated QC, and reproducible outputs, use BioMate, free to start.
