Interactive Shiny App for Bulk Sequencing Data
Calculate statistics for each gene of an expression matrix given a gro...
Create a cross plot comparing differential expression (DE) results
Generate the cross plot panel of the shiny app
Perform differential expression (DE) analysis on an expression matrix
Generate the DE panel of the shiny app
Generate the DE plot plot panel of the shiny app
Generate the DE summary panel of the shiny app
Determine the pattern between two intervals
Generate the enrichment panel of the shiny app
Create heatmap of an expression matrix
Find recurring regulators
Generate all files required for an autonomous shiny app
Create a bar plot of expression for selected genes across samples in a...
Convert the adjacency matrix to network links
Generate the GRN cis integration panel of the shiny app
Generate the GRN custom integration panel of the shiny app
Generate the GRN panel of the shiny app
Generate the GRN trans integration panel of the shiny app
Perform GRN inference
Create a heatmap of the Jaccard similarity index (JSI) between samples...
Calculate the Jaccard similarity index (JSI) between two vectors
Generate the landing page panel of the shiny app
Create an MA plot visualising differential expression (DE) results
Create a matrix of the average expression of each gene in each conditi...
Create a matrix of the patterns between conditions
Generate an app panel for a modality
Apply a modified noisyR counts pipeline printing a plot
Generate the expression patterns panel of the shiny app
Pipe operator
Plot a GRN
Create a line plot of average expression across conditions
Create a principal component analysis (PCA) plot the samples of an exp...
Visualise the overlap of edges between different networks
Creates a comparison table for miRTarBase to be used for custom integr...
Pre-process the expression matrix before generating the shiny app
Create a density plot of log2 expression across samples of an experime...
Create a violin/box plot of expression across samples of an experiment
Generate the QC panel of the shiny app
Rescale a matrix
Generate the sample select panel of the shiny app
Create a scatter plot of expression between two samples of an experime...
Create a volcano plot visualising differential expression (DE) results
Given an expression matrix from a bulk sequencing experiment, pre-processes it and creates a shiny app for interactive data analysis and visualisation. The app contains quality checks, differential expression analysis, volcano and cross plots, enrichment analysis and gene regulatory network inference, and can be customised to contain more panels by the user.
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