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
| Maintainer | Cristóbal Gallardo Alba <gallardoalba@pm.me> |
| Author | Cristóbal Gallardo Alba [aut, cre] (ORCID: <https://orcid.org/0000-0002-5752-2155>) |
| License | GPL (>= 3) + file LICENSE |
| URL | https://gallardoalba.github.io/TSENAT |
| Bug Reports | https://github.com/gallardoalba/TSENAT/issues |
| Downloads rank | 49 |
| Source branch | devel |
| biocViews | AlternativeSplicing, DifferentialExpression, DifferentialSplicing, GeneExpression, RNASeq, Software, TranscriptomeVariant, Transcriptomics |
Documentation
- TSENAT: Tsallis Entropy Analysis Toolbox
- Appendix A: Endpoint Equivalence with SplicingFactory
- Appendix B: Cross-Method Robustness and Concordance of Scale-Adaptive Interaction Test Results via GAMM and Aligned Rank Transform (ART)
Download
Follow the installation instructions to use this package in your R session.
| Source package | TSENAT_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