# Comprehensive Single-Cell Annotation and Transcriptomic Analysis Toolkit

## Documentation for package ‘easybio’ version 1.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

Artist | Visualization Artist for Custom Plots
check_marker | Verify Markers for Specific Clusters Using matchCellMarker
CHOL_DEGs | Example DEGs data from Limma-Voom workflow for TCGA-CHOL project
dgeList | Construct a DGEList Object
dprocess_dgeList | Filter Low-Expressed Genes and Normalize DGEList Data
finsert | Insert Specific Values into a Character Vector at Defined Positions
get_attr | Retrieve Attributes from an R Object
get_marker | Retrieve Markers for Specific Cells from cellMarker2
groupStat | Perform Summary Analysis by Group Using Regular Expressions
groupStatI | Perform Summary Analysis by Group Using an Index
limmaFit | Fit a Linear Model for RNA-seq data using limma
list2dt | Convert a List with Vector Values to a Long Data.table
list2graph | Convert a Named List into a Graph Based on Overlap
matchCellMarker2 | Match Markers with cellMarker2 Dataset
pbmc.markers | Example marker data from Seurat::FindAllMarkers()
plotEnrichment2 | Plot Enrichment for a Specific Pathway in fgsea
plotGSEA | Visualization of GSEA Result from 'fgsea::fgsea()'
plotMarkerDistribution | Plot Distribution of a Marker Across Tissues and Cell Types
plotORA | Visualization of ORA Test Results
plotPossibleCell | Plot Possible Cell Distribution Based on matchCellMarker2() Results
plotRank | Visualization of GSEA Rank Statistics
plotSeuratDot | Create Dot Plots for Markers from check_marker
plotVolcano | Plot Volcano Plot for Differentially Expressed Genes
prepare_geo | Download and Process GEO Data
prepare_tcga | Prepare TCGA Data for Analysis
setcolnames | Rename Column Names of a Data Frame or Matrix
setrownames | Rename Row Names of a Data Frame or Matrix
setSavedir | Set a Directory for Saving Files
split_matrix | Split a Matrix into Smaller Submatrices by Column
theme_publication | Custom ggplot2 Theme for Academic Publications
tuneParameters | Optimize Resolution and Gene Number Parameters for Cell Type Annotation
uniprot_id_map | Map UniProt IDs to Other Identifiers
workIn | Perform Operations in a Specified Directory and Return to the Original Directory