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Table 2 Features distinguishing MetabolomeExpress from existing GC/MS metabolomics web-tools.

From: The MetabolomeExpress Project: enabling web-based processing, analysis and transparent dissemination of GC/MS metabolomics datasets

 

PlantMetabolomics.org

SetupX

MeltDB

MetaboAnalyst

MetabolomeExpress

Peer-reviewed biological content

     

Number of peer-reviewed, biology-focused publication datasets publicly available

0*

0

0

0

8

Data upload/storage

     

Accepts public raw data submissions

   

+

+

Accepts public processed data submissions

+

   

+

Long-term data storage

+

+

+

 

+

Data resources for download

     

MSI-compliant metadata

+

+

  

+

Raw GC/MS data files

 

+

  

+

Mass peak lists

 

+

  

+

Library match lists

 

+

  

+

Data matrices

+

+

  

+

Mass-spectral and retention-index libraries

    

+

Precomputed fold-change/comparative statistical results

+

   

+

PCA Results

  

+

 

+

HCA Results

  

+

 

+

Statistical heatmap spreadsheets

    

+

Metabolite-metabolite correlation network graphs

    

+

Metabolite-metabolite correlation tables

    

+

MapMan importable fold-change data files

    

+

Cytoscape-importable fold-change data files

    

+

Raw data processing

     

Provides integrated access to peak detection

  

+

+

+

Provides own peak detection algorithm

    

+

Performs peak identification without offline pre-processing

    

+

Supports upload of custom MSRI libraries

    

+

Statistics

     

Allows users to perform custom statistical comparisons

+

 

+

+

+

Fold change

+

 

+

+

+

t-test

  

+

+

+

Principal Components Analysis (PCA)

  

+

+

+

Cluster Analysis

  

+

+

+

Metabolite-metabolite correlation Analysis

    

+

Raw data visualisation

     

Provides chromatogram visualisation

  

+

 

+

Chromatogram viewer displays TICs

  

+

 

+

Chromatogram viewer displays EICs

    

+

Chromatogram viewer allows overlays of multiple chromatograms

    

+

Chromatogram viewer zoomable

    

+

Provides MS spectral visualisation

  

+

 

+

Provides MS spectra of library entries

  

+

 

+

Provides MS spectra of arbitrary MS scans

    

+

  1. Features of MetabolomeExpress that distinguish it from the existing GC/MS metabolomics web-tools - PlantMetabolomics.org ([28]), SetupX [15], MeltDB [14] and MetaboAnalyst [13] - are listed. A '+' indicates that a feature is present. * We were unable to find any information indicating that any of the datasets stored in PlantMetabolomics.org have been published in peer-reviewed, biology-focused research articles.