Package: karioCaS 0.99.15

Thiago Parente

karioCaS: Kraken Confidence Scores for Reliable Domain-Specific Microbiota Inference and Discovery

Provides a comprehensive framework for analyzing Kraken2 metagenomic classification using multiple confidence scores. karioCaS implements a robust comparative approach to evaluate taxonomic stability across different stringency levels, facilitating the identification of reliable microbiota components and the discovery of potentially novel or unrepresented species. A key innovation is its domain-specific analysis, separately processing Bacteria, Archaea, Eukaryota, and Viruses to ensure balanced visibility of all biological domains. Includes high-quality visualization tools for retention rates, shared taxa (Upset plots), and stability heatmaps.

Authors:Thiago Parente [aut, cre], Fiocruz [fnd], IOC-Fiocruz [fnd], CAPES [fnd]

karioCaS_0.99.15.tar.gz
karioCaS_0.99.15.zip(r-4.7)karioCaS_0.99.15.zip(r-4.6)karioCaS_0.99.15.zip(r-4.5)
karioCaS_0.99.15.tgz(r-4.6-any)karioCaS_0.99.15.tgz(r-4.5-any)
karioCaS_0.99.15.tar.gz(r-4.7-any)karioCaS_0.99.15.tar.gz(r-4.6-any)
karioCaS_0.99.15.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
karioCaS/json (API)
NEWS

# Install 'karioCaS' in R:
install.packages('karioCaS', repos = c('https://biocstaging.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/thiagoparentefiocruz/kariocas/issues

On CRAN:

Conda:

metagenomicsmicrobiomesoftware

3.54 score 8 exports 92 dependencies

Last updated from:db28778c72. Checks:1 NOTE, 9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksNOTE251
linux-devel-x86_64OK349
source / vignettesOK317
linux-release-x86_64OK304
macos-release-arm64OK188
macos-oldrel-arm64OK188
windows-develOK300
windows-releaseOK300
windows-oldrelOK299
wasm-releaseOK162

Exports:group_upsetheatmaps_karioCaSimport_karioCaSreads_per_taxaretrieve_selected_taxataxa_resolutiontaxa_retentionupset_kariocas

Dependencies:abindapeBHBiobaseBiocGenericsBiocParallelBiostringsbitbit64clicliprcodetoolscommonmarkcpp11crayoncurlDelayedArraydigestdplyrfarverforcatsformatRfsfutile.loggerfutile.optionsgenericsGenomicRangesggplot2ggtextgluegridExtragridtextgtablehmsIRangesisobandjpegjsonlitelabelinglambda.rlatticelazyevallifecyclelitedownmagrittrmarkdownMatrixMatrixGenericsmatrixStatsnlmepatchworkpillarpkgconfigplyrpngprettyunitsprogresspurrrR6rappdirsRColorBrewerRcppreadrrlangS4ArraysS4VectorsS7scalesSeqinfoSingleCellExperimentsnowSparseArraystringistringrSummarizedExperimenttibbletidyrtidyselecttidytreetreeioTreeSummarizedExperimenttzdbUpSetRutf8vctrsviridisLitevroomwithrxfunxml2XVectoryulab.utils

karioCaS: Kraken Confidence Scores Exploration

Rendered fromkarioCaS_workflow.Rmdusingknitr::rmarkdownon Jun 22 2026.

Last update: 2026-06-21
Started: 2026-04-02