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Table 1 Characteristics of patients in the Gene expression analysis, Radiogenomics discovery cohort, radiogenomics validation cohort, immune phenotype cohort and Immunotherapy-treated cohort

From: Development of a machine learning-based radiomics signature for estimating breast cancer TME phenotypes and predicting anti-PD-1/PD-L1 immunotherapy response

Variables

Gene expression analysis cohort

Radiogenomics discovery cohort

Radiogenomics validation cohort

Immune phenotype cohort

Immunotherapy-treated cohort

n = 1089

n = 94

n = 24

n = 158

N = 77

N

%

N

%

N

%

N

%

N

%

Age (years)

          

 18–60

600

55.1

62

66

18

75

121

76.6

67

87

 > 60

489

44.9

32

34

6

25

37

23.4

10

13

Laterality

          

 Left

567

52.1

50

53.2

10

41.7

89

56.3

51

66.2

 Right

522

47.9

44

46.8

14

58.3

69

43.7

26

33.8

Status

          

 Alive

938

86.1

91

96.8

24

100

NA

NA

NA

NA

 Dead

151

13.9

3

3.2

0

0

NA

NA

NA

NA

OS (years)

          

 ≤ 1

168

15.4

6

6.3

1

4.2

NA

NA

NA

NA

 > 1 ≤ 3

481

44.2

44

46.3

6

25

NA

NA

NA

NA

 > 3 ≤ 5

187

17.2

24

25.3

8

33.3

NA

NA

NA

NA

 > 5 years

253

23.2

21

22.1

9

37.5

NA

NA

NA

NA

Pathologic stage

          

 I

180

16.5

20

21.3

8

33.3

6

3.8

0

0

 II

620

57

59

62.7

15

62.5

57

36.1

19

24.7

 III

248

22.8

15

16

1

4.2

23

14.5

12

15.6

 IV

20

1.8

0

0

0

0

2

1.3

0

0

 X

0

0

0

0

0

0

0

0

0

0

 NA

21

1.9

0

0

0

0

70

44.3

46

59.7

Estrogen receptor

          

 Positive

802

73.6

78

83

19

79.2

119

75.3

15

19.5

 Negative

237

21.8

16

17

5

20.8

39

24.7

58

75.3

 Indeterminate

–

–

0

0

0

0

0

0

0

0

 NA

50

4.6

0

0

0

0

0

0

4

5.2

Progesterone receptor

          

 Positive

693

63.6

72

76.6

15

62.5

100

63.3

15

19.5

 Negative

343

31.5

22

23.4

9

37.5

58

36.7

58

75.3

 Indeterminate

–

–

0

0

0

0

0

0

0

0

 NA

53

4.9

0

0

0

0

0

0

4

5.2

Human epidermal growth factor receptor 2

 Positive

164

15.1

11

11.7

2

8.4

118

74.7

6

7.8

 Negative

559

51.3

48

51.1

14

58.3

40

25.3

67

87

 Indeterminate

190

17.4

0

0

0

0

0

0

0

0

 NA

176

16.2

35

37.2

8

33.3

0

0

4

5.2

  1. NA: not available