Type: Package Package: SpaceMarkers Title: Spatial Interaction Markers Version: 2.3.1 Authors@R: c( person(given = "Atul", family = "Deshpande", email = "adeshpande@jhu.edu", role = c("aut", "cre"), comment = c(ORCID="0000-0001-5144-6924")), person(given = "Orian", family = "Stapleton", email = "ostaple1@jh.edu", role = "aut"), person(given = "Ludmila", family = "Danilova", email = "ldanilo1@jhmi.edu", role = "ctb"), person(given = "Dmitrijs", family = "Lvovs", email = "dlvovs1@jh.edu", role = "ctb", comment = c(ORCID = "0009-0003-2152-6853")) ) BugReports: https://github.com/DeshpandeLab/SpaceMarkers/issues URL: https://github.com/DeshpandeLab/SpaceMarkers Description: Spatial transcriptomic technologies have helped to resolve the connection between gene expression and the 2D orientation of tissues relative to each other. However, the limited single-cell resolution makes it difficult to highlight the most important molecular interactions in these tissues. SpaceMarkers, R/Bioconductor software, can help to find molecular interactions, by identifying genes associated with latent space interactions in spatial transcriptomics. Depends: R (>= 4.4.0) biocViews: SingleCell, GeneExpression, Software, Spatial, Transcriptomics Imports: SpatialExperiment, SingleCellExperiment, SummarizedExperiment, S4Vectors, matrixStats, matrixTests, rstatix, spatstat.explore, spatstat.geom, ape, hdf5r, nanoparquet, jsonlite, Matrix, qvalue, stats, utils, methods, ggplot2, reshape2, RColorBrewer, circlize, mixtools, dplyr, readbitmap, rlang, effsize, viridis Suggests: data.table, devtools, knitr, cowplot, rjson, rmarkdown, BiocStyle, BiocFileCache, testthat (>= 3.0.0), CoGAPS, ComplexHeatmap, zellkonverter, anndataR Enhances: BiocParallel VignetteBuilder: knitr Collate: 'AllClasses.R' 'AllGenerics.R' 'SpaceMarkers.R' 'SpaceMarkersExperiment-methods.R' 'data.R' 'findGenesOfInterest.R' 'getInteractingGenes.R' 'getSpatialParameters.R' 'hdutils.R' 'plotLRCircos.R' 'preprocessing.R' 'test-helper.R' 'utils.R' Config/testthat/edition: 3 Encoding: UTF-8 LazyData: false Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 License: MIT + file LICENSE Config/pak/sysreqs: cmake make libhdf5-dev libmagick++-dev gsfonts libicu-dev libjpeg-dev libpng-dev libtiff-dev libuv1-dev libssl-dev zlib1g-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-04-29 03:41:10 UTC RemoteUrl: https://github.com/bioc/SpaceMarkers RemoteRef: HEAD RemoteSha: 145f3da779f89e7e4593c876911eb1c3c32e9287 NeedsCompilation: no Packaged: 2026-06-08 07:18:29 UTC; root Author: Atul Deshpande [aut, cre] (ORCID: ), Orian Stapleton [aut], Ludmila Danilova [ctb], Dmitrijs Lvovs [ctb] (ORCID: ) Maintainer: Atul Deshpande