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Core Functions

Primary functions for activity inference

SecAct.inference.gsl()
Secreted protein activity inference
SecAct.inference.r()
Secreted protein activity inference
SecAct.activity.inference()
Secreted protein activity inference

Data Type Specific

Functions for different data types

SecAct.activity.inference.ST()
Spot activity inference from spatial data
SecAct.activity.inference.scRNAseq()
Cell state activity inference from single cell data

Downstream Analysis

Cell-cell communication and pattern analysis

SecAct.signaling.pattern()
Secreted protein signaling pattern
SecAct.signaling.pattern.gene()
Pattern-associated secreted proteins
SecAct.signaling.velocity.spotST()
Secreted protein signaling velocity
SecAct.signaling.velocity.scST()
Secreted protein signaling velocity for single-cell ST
SecAct.CCC.scST()
Cell-cell communication from spatial data
SecAct.CCC.scRNAseq()
Cell-cell communication from single cell data
SecAct.coxph.regression()
Survival regression

Visualization

Plotting functions

SecAct.heatmap.plot()
Draw a heatmap plot
SecAct.bar.plot()
Draw a bar plot
SecAct.lollipop.plot()
Draw a lollipop plot
SecAct.survival.plot()
Draw a survival plot
SecAct.CCC.heatmap()
Cell-cell communication heatmap
SecAct.CCC.circle()
Cell-cell communication circle plot
SecAct.CCC.sankey()
Cell-cell communication sankey plot
SecAct.CCC.dot()
Cell-cell communication dot plot