TaxSEA
Taxon Set Enrichment Analysis
Bioconductor version: 3.23 · Package version: 1.4.0
TaxSEA is an R package for Taxon Set Enrichment Analysis, which utilises a Kolmogorov-Smirnov test analyses to investigate differential abundance analysis output for whether there are alternations in a-priori defined sets of taxa from public databases (BugSigDB, MiMeDB, GutMGene, mBodyMap, BacDive and GMRepoV2) and collated from the literature. TaxSEA takes as input a list of taxonomic identifiers (e.g. species names, NCBI IDs etc.) and a rank (E.g. fold change, correlation coefficient). TaxSEA be applied to any microbiota taxonomic profiling technology (array-based, 16S rRNA gene sequencing, shotgun metagenomics & metatranscriptomics etc.) and enables researchers to rapidly contextualize their findings within the broader literature to accelerate interpretation of results.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("TaxSEA") Details
| Maintainer | Feargal Ryan <feargalr@gmail.com> |
| Author | Feargal Ryan [aut, cre, fnd] (ORCID: <https://orcid.org/0000-0002-1565-4598>, funding: Supported by NHMRC Investigator Grant) |
| License | GPL-3 |
| URL | https://github.com/feargalr/taxsea, https://feargalr.github.io/TaxSEA/ |
| Bug Reports | https://github.com/feargalr/taxsea/issues |
| Downloads rank | 165 |
| Source branch | RELEASE_3_23 |
| biocViews | GeneSetEnrichment, Metagenomics, Microbiome, RNASeq, Sequencing, Software |
Documentation
- Analysis types
- Frequently Asked Questions
- Single-sample enrichment with ssTaxSEA
- Testing higher taxonomic levels without collapsing your data
- TaxSEA
- Why use taxon set enrichment analysis?