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Table 6 Summary of the 24 individuals identified as influential by the RP test applied to the original TNBC data (individuals highlighted in bold are suspect individuals; asterisks refer to individuals identified as influential for both the original TNBC data and after resampling samples or variables)

From: Ensemble outlier detection and gene selection in triple-negative breast cancer data

Individual

ER

PR

HER2

HER2 level

HER2 status

HER2

Type

LOGIT-EN

SPLS-DA

SGPLS

RP

p-value

q-value

Miscl.

    

(IHC)

(IHC)

(FISH)

       

(%)

TCGA-AC-A2QJ

0.10(-)

0.00(-)

7.35

 

-

 

TNBC

13

1

34

442

1.40e-05

0.006

67

TCGA-E9-A22G

0.44(-)

0.02(-)

15.32

 

+

 

non-TNBC

6

13

7

546

1.83-05

0.006

33

TCGA-AR-A251

1.57(+)

0.10(-)

14.02

2+

Equiv

-

non-TNBC

11

5

9

495

1.61e-05

0.006

67

TCGA-AR-A1AJ

1.47(+)

0.07(-)

9.74

 

-

 

non-TNBC

2

10

44

880

3.35e-05

0.007

100

TCGA-A2-A3Y0

2.18(+)

0.03(-)

11.34

1+

-

 

non-TNBC

8

7

22

1232

5.01e-05

0.009

33

TCGA-A2-A3XV

0.02(+)

0.03(-)

137.94

2+

Equiv

+

non-TNBC

166

2

5

1660

7.09e-05

0.011

33

TCGA-E9-A1ND

1.44(-)

0.05(-)

13.05

 

+

 

non-TNBC

5

11

48

2640

1.20e-04

0.016

100

TCGA-EW-A1P1

3.02(-)

2.56(-)

23.64

2+

Equiv

-

TNBC

16

24

8

3072

1.43e-04

0.016

100

TCGA-E2-A1II

0.14(-)

0.19(+)

10.73

1+

-

 

non-TNBC

9

21

20

3780

1.80e-04

0.017

33

TCGA-C8-A3M7

4.27(-)

0.76(-)

25.47

 

-

 

TNBC

1

28

153

4284

2.06e-04

0.017

100

TCGA-D8-A1JF

1.26(-)

0.11(-)

32.93

1+

-

 

TNBC

19

109

2

4142

1.99e-04

0.017

0

TCGA-BH-A42U

9.19(-)

1.83(-)

38.37

 

-

 

TNBC

7

3

223

4683

2.28e-04

0.018

100

TCGA-LL-A740

0.30(-)

0.12(-)

68.56

2+

Equiv

-

TNBC

47

125

1

5875

2.91e-04

0.021

0

TCGA-A2-A1G6

23.90(-)

21.45(-)

29.74

1+

-

 

TNBC

10

4

204

8160

4.14e-04

0.025

100

TCGA-OL-A5S0

0.09(+)

0.06(-)

31.92

  

+

non-TNBC

46

8

21

7728

3.91e-04

0.026

67

TCGA-A2-A0EQ

2.13(-)

0.04(-)

30.15

3+

+

-

TNBC

4

12

216

10368

5.33e-04

0.031

67

TCGA-A2-A0YJ

0.09(+)

0.03(-)

240.24

0

-

 

non-TNBC

27

34

12

11016

5.68e-04

0.031

0

TCGA-AR-A1AH

0.03(+)

0.03(-)

34.12

 

-

 

non-TNBC

21

16

38

12768

6.63e-04

0.034

100

TCGA-AC-A62X

0.19(+)

0.02(-)

28.53

   

non-TNBC

22

35

19

14630

7.63e-04

0.037

0

TCGA-E2-A1LB

0.42(-)

0.09(-)

1129.87

3+

+

 

non-TNBC

230

6

11

15180

7.93e-04

0.037

33

TCGA-OL-A97C

16.25(-)

8.56(-)

24.04

  

-

TNBC

14

41

30

17220

9.02e-04

0.040

33

TCGA-LL-A5YP

0.16(+)

0.05(-)

15.10

1+

-

+

non-TNBC

50

22

18

19800

1.04e-03

0.043

100

TCGA-C8-A26X

0.42(-)

0.13(-)

60.12

1+

-

 

TNBC

53

64

6

20352

1.07e-03

0.043

33

TCGA-D8-A1XW

0.2(-)

0.11(+)

21.03

1+

-

 

non-TNBC

23

14

68

21896

1.15e-03

0.044

33