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. 2021 Nov 9;9:e12415. doi: 10.7717/peerj.12415

Table 2. Comparison of a bioinformatics platform for downstream analysis.

iDEP IRIS-EDA START App ShinyNGS DEBrowser OMnalysis
Input data Count data, meta-data Count data Count or expression data Count or expression data Count data Expression data (list of DEGs or Proteins)
PCA
Volcano/Scatter plot X
GO analysis X X
Pathway analysis X X X
Gene ID conversion X X X X
Pathway databases KEGG, STRING API X X KEGG KEGG KEGG, Reactome, NCI, Panther, biocarta, PharmGKB, STRING
Literature retrieval X X X X X
Application type Online Online Online Require R for online Require R for online Online
Stand-alone R code
Pathway visualization and STRING network X X X KEGG, Reactome, PPI network

Notes.

X and √ indicates non-available and available function in the tool, respectively.