TBSignatureProfiler
Profile RNA-Seq Data Using TB Pathway Signatures
Bioconductor version: 3.23 · Package version: 1.24.0
Gene signatures of TB progression, TB disease, and other TB disease states have been validated and published previously. This package aggregates known signatures and provides computational tools to enlist their usage on other datasets. The TBSignatureProfiler makes it easy to profile RNA-Seq data using these signatures and includes common signature profiling tools including ASSIGN, GSVA, and ssGSEA. Original models for some gene signatures are also available. A shiny app provides some functionality alongside for detailed command line accessibility.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("TBSignatureProfiler") Details
| Maintainer | Kiloni Quiles <kiloni.quiles@rutgers.edu> |
| Author | Kiloni Quiles [cre] (ORCID: <https://orcid.org/0000-0002-7521-5255>), Aubrey R. Odom [aut, dtm] (ORCID: <https://orcid.org/0000-0001-7113-7598>), David Jenkins [aut, org] (ORCID: <https://orcid.org/0000-0002-7451-4288>), Xutao Wang [aut], Yue Zhao [ctb] (ORCID: <https://orcid.org/0000-0001-5257-5103>), Christian Love [ctb], W. Evan Johnson [aut] |
| License | MIT + file LICENSE |
| URL | https://github.com/wejlab/TBSignatureProfiler, https://wejlab.github.io/TBSignatureProfiler-docs/ |
| Bug Reports | https://github.com/wejlab/TBSignatureProfiler/issues |
| Downloads rank | 338 |
| Source branch | RELEASE_3_23 |
| biocViews | DifferentialExpression, GeneExpression, Software |
Documentation
Download
Dependencies
Depends: R (>= 4.4.0)
Imports: ASSIGN (>= 1.23.1), BiocParallel, ComplexHeatmap, DESeq2, DT, edgeR, gdata, ggplot2, glmnet, GSVA (>= 1.51.3), HGNChelper, magrittr, methods, pROC, RColorBrewer, reshape2, ROCit, S4Vectors, singscore, stats, SummarizedExperiment, tibble
Suggests: BiocStyle, caret, circlize, class, covr, dplyr, e1071, impute, knitr, lintr, MASS, plyr, randomForest, rmarkdown, shiny, spelling, sva, testthat
Reverse dependencies
Suggests Me (1): LegATo