SpaCCI: Spatially Aware Cell-Cell Interaction Analysis (original) (raw)
Provides tools for analyzing spatial cell-cell interactions based on ligand-receptor pairs, including functions for local, regional, and global analysis using spatial transcriptomics data. Integrates with databases like 'CellChat' <http://www.cellchat.org/>, 'CellPhoneDB' <https://www.cellphonedb.org/>, 'Cellinker' <https://www.rna-society.org/cellinker/>, 'ICELLNET' <https://github.com/soumelis-lab/ICELLNET>, and 'ConnectomeDB' <https://humanconnectome.org/software/connectomedb/> to identify ligand-receptor pairs, visualize interactions through heatmaps, chord diagrams, and infer interactions on different spatial scales.
Version: | 1.0 |
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Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 1.0.13), Seurat (≥ 4.0.0), nnls, ggrepel, pheatmap, circlize (≥ 0.4.12), Matrix, dplyr, patchwork, grDevices, reshape2, graphics, ggplot2 |
LinkingTo: | Rcpp, RcppArmadillo |
Published: | 2024-09-30 |
DOI: | 10.32614/CRAN.package.SpaCCI |
Author: | Li-Ting Ku [aut, cre] |
Maintainer: | Li-Ting Ku |
License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
NeedsCompilation: | yes |
CRAN checks: | SpaCCI results |
Documentation:
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