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Table 7 Repositioning candidates identified consistently by more than one clustering algorithm

From: A two-tiered unsupervised clustering approach for drug repositioning through heterogeneous data integration

Drug name

Cluster ID

Old ATC name

New ATC name

Confidence

Algorithm

Amlodipine

403

C08

C09

0.85

MCL

Amlodipine

11

C08

C09

0.70

CL1

Cyproheptadine

46

R06

N06

0.70

CL1

Cyproheptadine

35

R06

N06

0.59

CL1

Cyproheptadine

4

R06

N06

0.54

CL1

Cyproheptadine

56

R06

N06

0.25

MCODE

Brinzolamide

48

S01

L02

0.67

MCODE

Brinzolamide

9

S01

L02

0.17

CL1

Atropine

48

A03, S01

N04

0.50

CL1

Atropine

393

A03, S01

N04

0.50

MCL

Atropine

20

A03, S01

N04

0.46

GSOM

Metformin

79

A10

L01

0.50

GSOM

Metformin

21

A10

L01

0.33

MCODE

Mycophenolic Acid

342

L04

N03

0.50

MCL

Mycophenolic Acid

22

L04

N03

0.27

GSOM

Carbamazepine

46

N03

N05

0.43

GSOM

Carbamazepine

42

N03

N05

0.23

CL1

Carbamazepine

20

N03

N05

0.20

MCODE

Carbamazepine

46

N03

N06

0.43

GSOM

Carbamazepine

25

N03

N06

0.27

CL1

Carbamazepine

20

N03

N06

0.20

MCODE

Droperidol

28

N05

N01

0.42

GSOM

Droperidol

359

N05

N03

0.40

MCL

Droperidol

40

N05

N01

0.32

CL1

Droperidol

30

N05

N03

0.17

CL1

Fulvestrant

23

L02

A10

0.42

GSOM

Fulvestrant

13

L02

A10

0.42

CL1

Dolasetron

2

A04

A02

0.40

MCODE

Dolasetron

40

A04

A02

0.20

GSOM

Dolasetron

59

A04

L01

0.20

CL1

Dolasetron

24

A04

L01

0.12

CL1

  1. Note: ATC code names are given in Additional file 5