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TSENAT

Tsallis Entropy Analysis Toolbox

Bioconductor version: 3.24 · Package version: 0.99.35

Quantifies and models isoform-usage complexity in RNA-seq data using Tsallis entropy, a scale-dependent diversity measure. By tuning the entropic index parameter (q), TSENAT examines transcriptome heterogeneity at different scales: rare variants (low q) or dominant isoforms (high q). It enables computing Tsallis entropy and Tsallis divergence from transcript-level estimates, comparing measures between conditions, testing for differences, and visualizing scale-dependent complexity via q-curves.

Installation

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("TSENAT")

Details

MaintainerCristóbal Gallardo Alba <gallardoalba@pm.me>
AuthorCristóbal Gallardo Alba [aut, cre] (ORCID: <https://orcid.org/0000-0002-5752-2155>)
LicenseGPL (>= 3) + file LICENSE
URLhttps://gallardoalba.github.io/TSENAT
Bug Reportshttps://github.com/gallardoalba/TSENAT/issues
Downloads rank49
Source branchdevel
biocViewsAlternativeSplicing, DifferentialExpression, DifferentialSplicing, GeneExpression, RNASeq, Software, TranscriptomeVariant, Transcriptomics

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageTSENAT_0.99.35.tar.gz
Windows binary (x86_64)TSENAT_0.99.35.zip
macOS binary (arm64)TSENAT_0.99.35.tgz
macOS binary (x86_64)TSENAT_0.99.35.tgz
Dependencies

Depends: R (>= 4.5.0)

Imports: SummarizedExperiment, methods, stats, ggplot2, withr, BiocParallel, matrixStats, mgcv, geepack, pheatmap, cowplot, dplyr, tidyr, S4Vectors, rlang, Rcpp, memoise, digest, readr, ARTool, nlme, splines

LinkingTo: Rcpp, RcppArmadillo

Suggests: testthat, knitr, rmarkdown, BiocStyle, kableExtra, patchwork, covr, RColorBrewer, gamsel, glmmTMB, glmnet, gridExtra, fdrtool, MASS, SplicingFactory, devtools, gtable