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WGCNA Module Creation & Execution

Core pipeline functions for building WGCNA co-expression trait modules and eigentraits

wgcnaModules() listof_wgcnaModules() plot_wgcnaModules() plot(<wgcnaModules>)
Create WGCNA Modules
wgcna_harmonize()
Harmonize WGCNA module
load_wgcna()
Load WGCNA object
module_factors()
Extract module information from kME and colors

Data Pivoting & Sample Identification

Pivoting long harmonized data frames into wide matrices and standardizing sample identifiers

wgcna_pivot()
Pivot WGCNA object
wgcna_ID()
ID data frame from

Topology & Dissimilarity Calculations

Soft-thresholding power estimation and TOM dissimilarity matrix computation

wgcna_topology() ggplot_wgcna_topology()
WGCNA topology
wgcna_dist()
Topological Overlap Matrix (TOM) Dissimilarity
wgcna_params()
Parameters of WGCNA object

Visualization & Fallbacks

Plotting dendrograms and fallback ggplot displays