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Spatial components offer tools for dimension reduction and spatially variable gene detection for high dimensional spatial transcriptomics data. Construction of a projection onto low-dimensional feature space of spatially dependent metagenes offers pre-processing to clustering, testing for spatial variability and denoising of spatial expression patterns. For more details, see Koehler et al. (2026) <doi:10.1093/bioinformatics/btag052>.
| Version: | 1.0.1 |
| Depends: | R (≥ 4.2.3) |
| Imports: | ggplot2, Seurat (≥ 5.3.0), tibble, ggforce, methods, rARPACK, tidyr, mgcv, scales, Matrix (≥ 1.5) |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-03-31 |
| DOI: | 10.32614/CRAN.package.SPACO |
| Author: | David Köhler |
| Maintainer: | David Köhler <koehler at imbie.uni-bonn.de> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | yes |
| CRAN checks: | SPACO results |
| Reference manual: | SPACO.html , SPACO.pdf |
| Package source: | SPACO_1.0.1.tar.gz |
| Windows binaries: | r-devel: SPACO_1.0.1.zip, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): SPACO_1.0.1.tgz, r-oldrel (arm64): not available, r-release (x86_64): SPACO_1.0.1.tgz, r-oldrel (x86_64): SPACO_1.0.1.tgz |
| Old sources: | SPACO archive |
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These binaries (installable software) and packages are in development.
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