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Table 1 Clinical characteristics of patients

From: Development and validation of a clinic machine-learning nomogram for the prediction of risk stratifications of prostate cancer based on functional subsets of peripheral lymphocyte

Features

(mean + SD)

Training set

Test set

p-value

157 (80%)

40 (20%)

Age (years)

66.24 ± 7.85

64.65 ± 7.22

0.2506

PSA

96.88 ± 230.79

100.68 ± 220.24

0.9257

Neutrophil percentage (%)

61.70 ± 10.42

58.53 ± 10.81

0.0914

Neutrophils (×109/L)

3.94 ± 1.81

3.70 ± 1.41

0.3583

Lymphocyte percentage (%)

26.31 ± 8.86

28.82 ± 9.01

0.1130

Lymphocytes (×109/L)

1.55 ± 0.53

1.73 ± 0.65

0.0770

Hemoglobing (/L)

132.43 ± 15.32

136.15 ± 14.17

0.1673

ALT (U/L)

19.77 ± 13.50

21.77 ± 15.55

0.4202

Alkaline phosphatase (U/L)

143.60 ± 382.69

117.65 ± 234.60

0.5937

Lactate dehydrogenase

180.68 ± 93.13

164.40 ± 26.21

0.0587

Serum creatinine (mmol/l)

87.45 ± 45.94

100.85 ± 85.84

0.1834

T cells (CD3+CD19−) (%)

67.70 ± 9.47

69.24 ± 8.08

0.3470

T cells (CD3+CD19−) (/μl)

1040.21 ± 314.91

1173.60 ± 462.04

0.0334*

B cells (CD3−CD19+) (%)

12.14 ± 5.54

13.07 ± 6.36

0.3641

B cells (CD3−CD19+) (/μl)

190.44 ± 120.22

240.05 ± 193.13

0.0451*

Th cells (CD3+CD4+) (%)

43.41 ± 8.56

46.49 ± 7.72

0.0406*

Th cells (CD3+CD4+) (/μl)

666.55 ± 222.74

801.12 ± 364.37

0.0038*

Ts cells (CD3+CD8+) (%)

20.70 ± 6.59

19.48 ± 6.53

0.3002

Ts cells (CD3+CD8+) (/μl)

318.72 ± 134.72

315.95 ± 124.61

0.9068

NK cells (CD3−/CD16+CD56+) (%)

19.37 ± 9.65

16.86 ± 7.90

0.1318

NK cells (CD3−/CD16+CD56+) (/μl)

307.17 ± 204.40

267.38 ± 132.43

0.1409

T cells + B cells + NK cells (%)

99.22 ± 0.64

99.18 ± 0.98

0.7586

T cells + B cells + NK cells (/μl)

1537.82 ± 463.60

1681.03 ± 629.11

0.1104

Th/Ts

2.36 ± 1.02

2.71 ± 1.14

0.0612

Th cells + CD28+(CD3+CD4+CD28+) (/Th)

94.53 ± 7.10

93.30 ± 9.02

0.3579

Ts cells + CD28+(CD3+CD8+CD28+) (/Ts)

58.58 ± 17.65

59.85 ± 16.75

0.6843

Activated T cells (CD3+HLA−DR+) (/μl)

17.90 ± 6.33

17.31 ± 7.30

0.6113

Activated Ts cells (CD3+CD8+HLA−DR+)/Ts (%)

44.46 ± 13.06

41.33 ± 10.24

0.1109

Naïve Th cells (CD3+CD4+CD45RA+)/Th (%)

32.45 ± 13.49

35.65 ± 14.50

0.1910

Memory Th cells (CD3+CD4+CD45RO+)/Th (%)

67.61 ± 13.57

64.35 ± 14.50

0.1843

Regulatory T cells (CD3+CD4+CD25+CD127low+) (/μl)

3.82 ± 1.22

4.00 ± 1.34

0.4085

Naïve regulatory T cells (CD45RA+CD3+CD4+CD25+CD127low+) (/μl)

0.76 ± 0.47

0.79 ± 0.50

0.6688

Induced regulatory T cells (CD45RO+CD3+CD4+CD25+CD127low+) (/μl)

3.06 ± 0.93

3.21 ± 1.10

0.3944

IFN-γ+CD4+T cells /Th (%)

21.47 ± 8.21

19.48 ± 6.75

0.1610

IFN-γ+CD8+T cells /Ts (%)

62.31 ± 15.37

59.91 ± 13.51

0.3690

IFN-γ+NK cells/NK (%)

74.80 ± 14.78

73.58 ± 13.25

0.6383

Interleukin-1β (pg/mL)

7.38 ± 6.18

6.63 ± 4.87

0.4237

Interleukin-2R (U/mL)

498.19 ± 320.20

533.62 ± 509.28

0.5878

Interleukin-6 (pg/mL)

6.87 ± 12.45

6.78 ± 9.36

0.9612

Interleukin-8 (pg/mL)

27.15 ± 36.89

36.77 ± 55.40

0.1927

Tumor necrosis factor-α (pg/mL)

19.58 ± 31.55

23.62 ± 28.55

0.4645