run

Function for running the full workflow in one step

runAll()

run all step in default setting

Pre Check

Function for checking your data

pre_check()

Pre-check you data by PCA and Heat maps

DEG Analysis

Functions for DEG analysis by limma edgeR and DESeq2

DEG_container-class

a S4 class

deg_DESeq2()

Run DEseq2

deg_edgeR()

Run degeR

deg_limma()

Run limma

deg_run()

run DEG

run_DESeq2()

Basic produce of DESeq2

run_edgeR()

Basic produce of edgeR

run_limma()

Basic produce of limma

GO

Functions for enrichment analysis of GO

enrichGO_run()

Enrichment analysis of go

enrich_go()

enrich_go

enhance_enrichGO()

GO Enrichment Analysis of a gene set. Given a vector of genes, this function will return the enrichment GO categories after FDR control.

enhance_enricher_internal()

enrich.internal

KEGG

Functions for enrichment analysis of KEGG

enrichKEGG_run()

Enrichment analysis of kegg

enrich_kegg()

enrich_go

gseKEGG

Functions for enrichment analysis of gseKEGG

enrichgesKEGG_run()

run enrichgesKEGG

enrich_gsekegg()

gseKEGG from DEG data

Visualizations

Functions for Visualizations

barplot_base()

barplot_base

barplot_base2()

barplot_base2

enhance_barplot()

Enhanced barplot

enhance_gseplot()

plot gseKEGG plot

geskegg_barplot()

gseKEGG bar plot

kegg_barplot()

KEGG bar plot

enhance_heatmap()

Heatmap for DEG data frame

enhance_volcano()

enhance_volcano

Tools

Functions for data processing

cut_much()

cut data

top_deg()

Choose top genes from DEG data frame

Example Data

Some sample data

counts_input

An example dataset

go_res

An example dataset

group_list

An example dataset

DEG_df

An example dataset