spatialHeatmap: Visualizing Spatial Assays in Anatomical Images and Large-Scale Data Extensions


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Documentation for package ‘spatialHeatmap’ version 2.14.0

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A B C D E F G L M N O P Q R S T U W misc

spatialHeatmap-package spatialHeatmap: Visualizing Spatial Assays in Anatomical Images and Large-Scale Data Extensions Spatial Heatmap, Spatial Enrichment, Data Mining, Co-visualization

-- A --

adj_mod Computing adjacency matrix and identifying network modules
aggr_rep Aggregate "Sample__Condition" Replicates in Data Matrix
angle Methods for S4 class 'SVG'
angle-method Methods for S4 class 'SVG'
angle<- Methods for S4 class 'SVG'
angle<--method Methods for S4 class 'SVG'
aSVG.remote.repo A list of URLs of remote aSVG repos
attribute Methods for S4 class 'SVG'
attribute-method Methods for S4 class 'SVG'
attribute<- Methods for S4 class 'SVG'
attribute<--method Methods for S4 class 'SVG'

-- B --

bulk Methods for S4 class 'SPHM'
bulk-method Methods for S4 class 'SPHM'
bulk<- Methods for S4 class 'SPHM'
bulk<--method Methods for S4 class 'SPHM'

-- C --

cell Methods for S4 class 'SPHM'
cell-method Methods for S4 class 'SPHM'
cell<- Methods for S4 class 'SPHM'
cell<--method Methods for S4 class 'SPHM'
cell_group Add manual cell group labels to SingleCellExperiment
cluster_cell Cluster single cells or combination of single cells and bulk
cmb Methods for S4 class 'SVG'
cmb-method Methods for S4 class 'SVG'
cocluster Co-clustering bulk and single cell data
coclus_opt Optimization of co-clustering bulk and single cell data
com_factor Combine Factors in Targets File
coordinate Methods for S4 class 'SVG'
coordinate-method Methods for S4 class 'SVG'
coordinate<- Methods for S4 class 'SVG'
coordinate<--method Methods for S4 class 'SVG'
covis Co-visualizing spatial heatmaps with single-cell embedding plots
covis-method Co-visualizing spatial heatmaps with single-cell embedding plots
custom_shiny Create Customized spatialHeatmap Shiny Apps
cut_dendro Cutting dendrograms
cvt_id Converting gene ids using annotation databases

-- D --

database Creat databases for the Shiny App
data_ref Calculating relative expression values
desired_bulk_shiny Co-clustering bulk and single cell data
dimension Methods for S4 class 'SVG'
dimension-method Methods for S4 class 'SVG'
dimension<- Methods for S4 class 'SVG'
dimension<--method Methods for S4 class 'SVG'

-- E --

edit_tar Edit Targets Files

-- F --

filter_asg Co-clustering bulk and single cell data
filter_cell Co-clustering bulk and single cell data
filter_data Filtering the Data Matrix

-- G --

graph_line Identifying spatially enriched or depleted biomolecules

-- L --

length Methods for S4 class 'SPHM'
length-method Methods for S4 class 'SPHM'
length-method Methods for S4 class 'SVG'

-- M --

match Methods for S4 class 'SPHM'
match-method Methods for S4 class 'SPHM'
match<- Methods for S4 class 'SPHM'
match<--method Methods for S4 class 'SPHM'
matrix_hm Hierarchical clustering combined with matrix heatmap

-- N --

name Methods for S4 class 'SPHM'
name-method Methods for S4 class 'SPHM'
names Methods for S4 class 'SVG'
names-method Methods for S4 class 'SVG'
names<--method Methods for S4 class 'SVG'
network Network graphs
norm_cell Normalizing single cell data
norm_data Normalize Sequencing Count Matrix
norm_srsc Jointl normalization of spatially resolved single cell data and bulk data

-- O --

optimal_k Using the elbow method to find the optimal number of clusters in K-means clustering
opt_bar Bar plots of co-clustering optimization results.
opt_setting Bar plots of co-clustering optimization results.
opt_violin Violin plots of co-clustering validation results
output Methods for S4 class 'SPHM'
output-method Methods for S4 class 'SPHM'
output<- Methods for S4 class 'SPHM'
output<--method Methods for S4 class 'SPHM'
ovl_enrich Identifying spatially enriched or depleted biomolecules

-- P --

plot_dim Embedding plots of single cells/bulk tissues after co-clustering
plot_kmeans Plotting the clusters returned by K-means clustering
plot_meta Meta function for plotting spatial heatmaps or co-visualizing bulk and single cell data
process_cell_meta Processing single cell RNA-seq count data

-- Q --

qc_cell Quality control in single cell data
query_enrich Identifying spatially enriched or depleted biomolecules

-- R --

raster_pa Methods for S4 class 'SVG'
raster_pa-method Methods for S4 class 'SVG'
raster_pa<- Methods for S4 class 'SVG'
raster_pa<--method Methods for S4 class 'SVG'
read_cache Read R Objects from Cache
read_fr Import Data from Tabular Files
read_hdf5 Creat databases for the Shiny App
read_svg Parsing annotated SVG (aSVG) files
reduce_dim Reducing dimensionality in count data
reduce_rep Reduce sample replicates
refine_asg Co-clustering bulk and single cell data
return_feature Return aSVG Files Relevant to Target Features

-- S --

save_cache Save R Objects in Cache
sf_var Identifying spatially enriched or depleted biomolecules
shiny_shm Integrated Shiny App
shm Plot Spatial Heatmaps
shm-method Plot Spatial Heatmaps
SpatialEnrichment Identifying spatially enriched or depleted biomolecules
spatialHeatmap spatialHeatmap: Visualizing Spatial Assays in Anatomical Images and Large-Scale Data Extensions Spatial Heatmap, Spatial Enrichment, Data Mining, Co-visualization
spatial_enrich Identifying spatially enriched or depleted biomolecules
spatial_hm Plot Spatial Heatmaps
spatial_hm-method Plot Spatial Heatmaps
SPHM The SPHM class
SPHM-class The SPHM class
SPHMMethods Methods for S4 class 'SPHM'
submatrix Subsetting data matrix
sub_sf Methods for S4 class 'SVG'
sub_sf-method Methods for S4 class 'SVG'
SVG The SVG class for storing annotated SVG (aSVG) instances
svg Methods for S4 class 'SPHM'
SVG-class The SVG class for storing annotated SVG (aSVG) instances
svg-method Methods for S4 class 'SPHM'
svg<- Methods for S4 class 'SPHM'
svg<--method Methods for S4 class 'SPHM'
SVGMethods Methods for S4 class 'SVG'
svg_obj Methods for S4 class 'SVG'
svg_obj-method Methods for S4 class 'SVG'
svg_obj<- Methods for S4 class 'SVG'
svg_obj<--method Methods for S4 class 'SVG'

-- T --

true_bulk Assign true bulk to cells in 'colData' slot.

-- U --

update_feature Update aSVG Spatial Features

-- W --

write_hdf5 Creat databases for the Shiny App
write_svg Exporting each spatial heatmap to a separate SVG file

-- misc --

[-method Methods for S4 class 'SPHM'
[-method Methods for S4 class 'SVG'
[<--method Methods for S4 class 'SPHM'
[<--method Methods for S4 class 'SVG'