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Table 1 Comparison of resources providing analysis methods and accessibility

From: Reactome pathway analysis: a high-performance in-memory approach

Resource

Analysis methods

Online tool

Programmatic access

Processing time

Hippocampal atrophy - 79 genesa

Migraine disorder - 644 genesb

Parkinson’s disease - 1492 genesc

Multiple sclerosis - 2570 genesd

Inflammatory bowel disease - 4110 genese

PANTHER

ORA

~2 s

~4 s

~6 s

~8 s

~12 s

Consensus PathDB

ORA

SOAP/WSDL

~1 min

~1 min

~3 min

~3 min

~1 min

DAVID

ORA

SOAP/WSDL

~4 s

~4 s for conversion of official gene ids to 7498 DAVID ids. Analysis not performed - sample size limitation

~5 s for conversion of official gene ids to 17272 DAVID ids. Analysis not performed - sample size limitation

~8 s for conversion of official gene ids to 29420 DAVID ids. Analysis not performed - sample size limitation

Not performed - sample size limitation

GSEA

ORA

 

REACTOME v1.0

ORA

~2 min

~7 min

~12 min

~19 min

~25 min

REACTOME v2.0

ORA

REST

~1 s

~1 s

~2 s

~2 s

~3 s

  1. Comparison between different resources and whether they provide analysis methods which are accessible online (UX or programmatic access) and the average response time for a predefined sample. For the comparison of processing time, only the first column in the test sets -the gene identifiers- has been used. Datasets are available in
  2. a https://www.targetvalidation.org/disease/EFO_0005039/associations (accessed 13/07/2016)
  3. b https://www.targetvalidation.org/disease/EFO_0003821/associations (accessed 13/07/2016)
  4. c https://www.targetvalidation.org/disease/EFO_0002508/associations (accessed 13/07/2016)
  5. d https://www.targetvalidation.org/disease/EFO_0003885/associations (accessed 13/07/2016)
  6. e https://www.targetvalidation.org/disease/EFO_0003767/associations (accessed 13/07/2016)