Package: sRACIPE Type: Package Title: Systems biology tool to simulate gene regulatory circuits Version: 2.4.0 Authors@R: c( person("Mingyang", "Lu", , "m.lu@northeastern.edu", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-8158-0593") ), person("Vivek", "Kohar", role = "aut" ), person("Aidan", "Tillman", role = "aut" ), person("Daniel", "Ramirez", role = "aut") ) Description: sRACIPE implements a randomization-based method for gene circuit modeling. It allows us to study the effect of both the gene expression noise and the parametric variation on any gene regulatory circuit (GRC) using only its topology, and simulates an ensemble of models with random kinetic parameters at multiple noise levels. Statistical analysis of the generated gene expressions reveals the basin of attraction and stability of various phenotypic states and their changes associated with intrinsic and extrinsic noises. sRACIPE provides a holistic picture to evaluate the effects of both the stochastic nature of cellular processes and the parametric variation. License: MIT + file LICENSE Encoding: UTF-8 Suggests: knitr, BiocStyle, rmarkdown, tinytest VignetteBuilder: knitr LinkingTo: Rcpp biocViews: ResearchField, SystemsBiology, MathematicalBiology, GeneExpression, GeneRegulation, GeneTarget Depends: R (>= 3.6.0),SummarizedExperiment, methods, Rcpp Imports: ggplot2, reshape2, MASS, RColorBrewer, gridExtra,visNetwork, gplots, umap, htmlwidgets, S4Vectors, BiocGenerics, grDevices, stats, utils, graphics, doFuture, doRNG, future, foreach RoxygenNote: 7.3.2 URL: https://github.com/lusystemsbio/sRACIPE, https://geneex.jax.org/, https://vivekkohar.github.io/sRACIPE/ BugReport: https://github.com/lusystemsbio/sRACIPE/issues LazyData: true Config/pak/sysreqs: cmake make libicu-dev libpng-dev libuv1-dev libssl-dev python3 zlib1g-dev Repository: Bioconductor 3.23 Date/Publication: 2026-04-28 12:50:00 UTC RemoteUrl: https://github.com/bioc/sRACIPE RemoteRef: RELEASE_3_23 RemoteSha: b6f9b3e7978428733a44c16bfc775984b2ef910a NeedsCompilation: yes Packaged: 2026-07-10 06:40:57 UTC; root Author: Mingyang Lu [aut, cre] (ORCID: ), Vivek Kohar [aut], Aidan Tillman [aut], Daniel Ramirez [aut] Maintainer: Mingyang Lu