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An R/Bioconductor software tool to identify genes associated with latent space interactions in spatial transcriptomics. --> |
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GitHub Repository --> |
Argument | Description |
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visiumDir | A string path to the h5 file with expression information |
h5filename | A string of the name of the h5 file in the directory |
Argument | Description |
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visiumDir | A string path to the location of the folder containing the spatial coordinates. The folder in your visiumDir must be named ‘spatial’ and must contain files ‘scalefactors_json.json’ and ‘tissue_positions_list.csv’. |
resolution | A string specifying which values to look for in the .json object. Can be either lowres or highres. |
Argument | Description |
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spatialPatterns | A data frame that contains the spatial coordinates for each cell type. The column names must include ‘x’ and ‘y’ as well as a set of numbered columns named ‘Pattern_1…..N’. |
Argument | Description |
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data | A data frame of expression information with rows being the features/genes and columns being the samples/cells. |
reconstruction | A data frame of features (rows) and samples (columns) constructed from the information of a latent feature method such as CoGAPs or STdeconvolve. NULL if ‘DE’ mode is specified |
optParams | A data frame that for each pattern has the sigmaOpts - the optimal width of the gaussian distribution and the thresOpt - outlier threshold around the set of spots. |
spatialPatterns | A data frame that contains the spatial coordinates for each cell type. The column names must include ‘x’ and ‘y’ as well as a set of numbered columns named ‘Pattern_1…..N’. |
refPattern | A string of the pattern you want to use to compare to the other patterns in the latent feature space |
mode | A string specifying either ‘residual’ mode or ‘DE’ mode for finding interacting genes |
minOverlap | a number that specifies the minimum overlap between genes in two patterns to be considered for the statistical tests. The default is 50. |
hotspotRegions | a vector that specifies the patterns to compare to the ‘refPattern’. The default is NULL which indicates that all patterns would be compared to the ‘refPattern’. |