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Visualization and analysis of spatially resolved transcriptomics data. The 'spatialGE' R package provides methods for visualizing and analyzing spatially resolved transcriptomics data, such as 10X Visium, CosMx, or csv/tsv gene expression matrices. It includes tools for spatial interpolation, autocorrelation analysis, tissue domain detection, gene set enrichment, and differential expression analysis using spatial mixed models.
Version: | 1.2.0 |
Imports: | arrow, BiocParallel, concaveman, ComplexHeatmap, data.table, DelayedArray, DelayedMatrixStats, dynamicTreeCut, dplyr, EBImage, ggforce, ggplot2, ggpolypath, ggrepel, gstat, GSVA, hdf5r, jpeg, jsonlite, khroma (≥ 1.6.0), magrittr, Matrix, MASS, methods, parallel, png, RColorBrewer, Rcpp (≥ 1.0.7), readr, readxl, rlang, scales, sctransform, sfsmisc, sf, sp, spaMM, spdep, stats, stringr, tibble, tidyr, utils, uwot, wordspace |
LinkingTo: | Rcpp, RcppEigen, RcppProgress |
Suggests: | geoR, ggpubr, janitor, kableExtra, knitr, msigdbr, progress, rmarkdown, rpart, R.utils, scSpatialSIM, spatstat, SeuratObject, tidyverse, testthat (≥ 3.0.0) |
Published: | 2025-05-13 |
DOI: | 10.32614/CRAN.package.spatialGE |
Author: | Oscar Ospina |
Maintainer: | Oscar Ospina <oscar.ospina at jhmi.edu> |
License: | MIT + file LICENSE |
Copyright: | ins/COPYRIGHT |
NeedsCompilation: | yes |
Materials: | README NEWS |
CRAN checks: | spatialGE results [issues need fixing before 2025-05-27] |
Reference manual: | spatialGE.pdf |
Vignettes: |
spatialge_tutorial_main (source, R code) |
Package source: | spatialGE_1.2.0.tar.gz |
Windows binaries: | r-devel: spatialGE_1.2.0.zip, r-release: spatialGE_1.2.0.zip, r-oldrel: not available |
macOS binaries: | r-release (arm64): spatialGE_1.2.0.tgz, r-oldrel (arm64): spatialGE_1.2.0.tgz, r-release (x86_64): spatialGE_1.2.0.tgz, r-oldrel (x86_64): spatialGE_1.2.0.tgz |
Please use the canonical form https://CRAN.R-project.org/package=spatialGE to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.