Table 2 Multivariable analysis of OS with PhenoTIL (MAD + MSCC) and clinical variables for each cohort (D1, D2, D3, D4, D5, D6, D7).

From: Deep computational image analysis of immune cell niches reveals treatment-specific outcome associations in lung cancer

 

Characteristics

Hazard ratio

95% CI

P

n

D1

Gender

    

 Male

0.48

0.26–0.91

0.025

 

 Female

    

Histologycal Subtpes

    

 Squamous Cell Carcinoma

0.42

0.21–0.84

0.014

71

 Adenocarcinoma

    

Clinical Stage

    

 I

    

 II

0.22

0.05–0.94

0.042

66

 III

3.35

0.94–11.92

0.062

 

 IV

1.44

0.44–4.77

0.55

66

TNM Staging

    

 N0

    

 N1

0.69

0.35–1.36

0.287

59

 T1

    

 T2

0.82

0.44–1.53

0.535

59

PhenoTIL

    

 Low Risk

0.81

0.45–1.46

0.489

71

D2

Gender

    

 Male

0.39

0.21–0.72

0.003

71

 Female

    

Histologycal Subtpes

    

 Squamous Cell Carcinoma

0.53

0.29–0.99

0.048

 

 Adenocarcinoma

    

Clinical Stage

    

 I

    

 II

0.93

0.42–2.00

0.849

70

 III

2.16

0.91–5.12

0.081

70

 IV

3.09

1.04–9.16

0.042

 

TNM Staging

    

 T1

    

 T2

0.95

0.47–1.93

0.894

54

 T3

0.7

0.15–3.14

0.637

64

PhenoTIL

    

 Low Risk

0.43

0.23–0.79

0.006

 

D3

Gender

    

 Male

0.45

0.26–0.79

0.005

 

 Female

    

Histologycal Subtpes

    

 Squamous Cell Carcinoma

0.31

0.17–0.59

<0.001

79

 Adenocarcinoma

    

Clinical Stage

    

 I

    

 II

0.48

0.21–1.10

0.082

72

 III

2.62

1.23–5.58

0.012

 

 IV

2.21

0.66–7.44

0.201

72

PhenoTIL

    

 Low Risk

0.54

0.31–0.92

0.023

79

D4

Histologycal Subtpes

    

 Squamous Cell Carcinoma

0.79

0.58–1.07

0.13

376

 Adenocarcinoma

    

Clinical Stage

    

 I

    

 II

1.07

0.76–1.50

0.714

351

TNM Staging

    

 T1

    

 T2

0.83

0.12–5.92

0.849

376

PhenoTIL

    

 Low Risk

0.9

0.71–1.14

0.365

 

D5

Gender

    

 Male

1.28

1.03–1.60

0.026

 

 Female

    

Histologycal Subtpes

    

 Squamous Cell Carcinoma

1.15

0.93–1.42

0.209

850

 Adenocarcinoma

    

Clinical Stage

    

 I

    

 II

1.94

1.27–2.11

<0.001

838

 III

2.12

1.59–2.81

<0.001

838

 IV

2.72

1.68–4.39

<0.001

838

TNM Staging

    

 T1

    

 T2

1.29

0.99–1.68

0.06

841

 T3

1.96

1.36–2.82

<0.001

841

 T4

3.28

1.98–5.43

<0.001

841

 Tx

3.62

0.89–14.79

0.073

 

 N0

    

 N1

1.53

1.20–1.96

<0.001

 

 N2

1.96

1.42–2.69

<0.001

840

 N3

1.39

0.34–5.59

0.646

 

 Nx

1.29

0.57–2.92

0.538

840

 M0

    

 M1

2.12

1.31–3.43

0.002

834

 Mx

1.08

0.81–1.43

0.598

834

PhenoTIL

    

 Low Risk

1.06

0.78–1.44

0.688

849

D6

Gender

    

 Male

0.96

0.29–3.21

0.946

21

 Female

    

PhenoTIL

    

 Low Risk

5.83

1.53–22.26

0.01

 

D7

Gender

    

 Male

2

1.14–3.52

0.0016

93

 Female

    

Clinical stage

    

 I

    

 II

1.34

0.36–4.99

0.665

43

 III

2.76

0.90–8.52

0.077

 

 IV

2.64

0.48–14.44

0.263

43

PhenoTIL

    

 Low Risk

0.53

0.29–0.97

0.041

93

  1. Values in bold are statistically significant by two-tailed test (P < 0.05).