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Table 4 Performances achieved by hub proteins

From: Novel artificial intelligence-based identification of drug-gene-disease interaction using protein-protein interaction

Methods

Tesnor

Hub proteins

 

BioGRID

DIP

BioGRID

DIP

Order

2nd

3rd

2nd

3rd

6th

Top 200

Top 200

Top 50

# of proteins

195

475

195

55

38

199

179

45

# of genes

217

503

193

57

41

229

190

59

Jensen Diseases

\(\bigcirc\)

6

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

OMIM Disease

2

3

9

9

\(\bigcirc\)

4

\(\bigcirc\)

6

LINCS L1000 Chem Pert Consensus Sigs

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

0

6

\(\bigcirc\)

\(\bigcirc\)

0

DSigDB

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

DrugMatrix

\(\bigcirc\)

\(\bigcirc\)

6

0

0

\(\bigcirc\)

0

1

Drug Perturbations from GEO down

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

Drug Perturbations from GEO up

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

\(\bigcirc\)

  1. \(\bigcirc\)s denote case with more than or equal to 10 drugs/associated with adjusted P-values less than 0.05. Otherwise, the corresponding practical numbers are presented