--- a +++ b/DESCRIPTION @@ -0,0 +1,59 @@ +Package: HuMMuS +Title: Heterogeneous Multilayer Network for Multi-Omics Single-Cell Data +Version: 0.0.2 +Authors@R: person(given = "Rémi", + family = "Trimbour", + email = "remi.trimbour@pasteur.fr", + role = c("aut", "cre"), + comment = c(ORCID = "0000-0001-8770-8412")) +Description: A general framework to infer regulatory mechanisms from multi-omics single-cell data. + HuMMuS package provides functions to build individual networks + from different single-cell modalities, then to integrate them + into a single-cell heterogeneous multilayer network. The package + also provides functions to infer regulatory mechanisms from the + heterogeneous multilayer network. + HuMMuS is based on a flexible framework that can be adapted to any + single-cell modalities. We provide study cases for scRNA+scATAC + and scRNA+scATAC+snmC(methylation) that can be completed by PPI. + Many regulatory mechanisms can be inferred with HuMMuS, notably + classical gene regulatory networks (GRN), but TF-target genes, + enhancer-gene interactions, TF-enhancer bindings, or even research + of heterogeneous communnities of omics features (e.g. ensemble of + peaks, genes and TFs cooperating to the same biological function). +License: AGPL (>= 3) +Encoding: UTF-8 +LazyData: true +Roxygen: list(markdown = TRUE) +RoxygenNote: 7.2.3 +Depends: + R (>= 4.0.0) +biocViews: +Imports: + grr, + sparseMatrixStats, + TFBSTools, + stringr, + JASPAR2020, + chromVAR, + IRanges, + Matrix, + S4Vectors, + utils, + tidyr, + OmnipathR, + GENIE3, + reshape2, + Signac, + biovizBase, + SingleCellExperiment, + motifmatchr, + reticulate +Suggests: + doParallel, + doRNG, + EnsDb.Hsapiens.v86, + BSgenome.Hsapiens.UCSC.hg38, + knitr, + rmarkdown +VignetteBuilder: knitr +URL: https://cantinilab.github.io/HuMMuS/