cellProximityNetwork

Create network from cell-cell proximity scores

cellProximityNetwork(
  gobject,
  CPscore,
  remove_self_edges = FALSE,
  self_loop_strength = 0.1,
  color_depletion = "lightgreen",
  color_enrichment = "red",
  rescale_edge_weights = TRUE,
  edge_weight_range_depletion = c(0.1, 1),
  edge_weight_range_enrichment = c(1, 5),
  layout = c("Fruchterman", "DrL", "Kamada-Kawai"),
  only_show_enrichment_edges = F,
  edge_width_range = c(0.1, 2),
  node_size = 4,
  node_text_size = 6,
  show_plot = NA,
  return_plot = NA,
  save_plot = NA,
  save_param = list(),
  default_save_name = "cellProximityNetwork"
)

Arguments

gobject

giotto object

CPscore

CPscore, output from cellProximityEnrichment()

remove_self_edges

remove enrichment/depletion edges with itself

self_loop_strength

size of self-loops

color_depletion

color for depleted cell-cell interactions

color_enrichment

color for enriched cell-cell interactions

rescale_edge_weights

rescale edge weights (boolean)

edge_weight_range_depletion

numerical vector of length 2 to rescale depleted edge weights

edge_weight_range_enrichment

numerical vector of length 2 to rescale enriched edge weights

layout

layout algorithm to use to draw nodes and edges

only_show_enrichment_edges

show only the enriched pairwise scores

edge_width_range

range of edge width

node_size

size of nodes

node_text_size

size of node labels

show_plot

show plot

return_plot

return ggplot object

save_plot

directly save the plot [boolean]

save_param

list of saving parameters from all_plots_save_function

default_save_name

default save name for saving, don't change, change save_name in save_param

Value

igraph plot

Details

This function creates a network that shows the spatial proximity enrichment or depletion of cell type pairs.