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Table 1 The baseline characteristics of ICC patients in training and validation sets

From: The preoperative prognostic value of the radiomics nomogram based on CT combined with machine learning in patients with intrahepatic cholangiocarcinoma

Variable

Whole set (n = 101)

Training set (n = 77)

Validation set (n = 24)

p

Sex, male, n (%)

55 (54.5)

40 (51.9)

15 (62.5)

0.365

Age, mean ± SD, years

58.2 ± 10.8

58.5 ± 10.9

56.9 ± 10.7

0.458

Hypertension, n (%)

   

0.995

 Yes

21 (20.8)

16 (20.8)

5 (20.8)

 

 No

80 (79.2)

61 (79.2)

19 (79.2)

 

Diabetes, n (%)

   

0.932

 Yes

8 (7.9)

6 (7.8)

2 (8.3)

 

 No

93 (92.1)

71 (92.2)

22 (91.7)

 

Hepatitis B, n (%)

27 (26.7)

21 (27.3)

6 (25.0)

0.826

Liver cirrhosis, n (%)

   

0.074

 Present

13 (12.9)

7 (9.1)

6 (25.0)

 

 Absent

88 (87.1)

70 (90.9)

18 (75.0)

 

Hypersplenism, n (%)

   

0.421

 Yes

2 (2.0)

1 (1.3)

1 (4.2)

 

 No

99 (98.0)

76 (98.7)

23 (95.8)

 

ALT, mean ± SD, IU/L

36.0 ± 38.6

33.8 ± 37.3

43.3 ± 42.4

0.131

AST, mean ± SD, IU/L

38.7 ± 34.9

35.8 ± 34.4

48.6 ± 35.7

0.024

ALB, mean ± SD, g/L

41.6 ± 4.1

41.8 ± 3.7

41.2 ± 5.1

0.941

TBIL, mean ± SD, μmol/L

15.2 ± 16.5

13.6 ± 8.2

20.6 ± 30.7

0.095

PT, mean ± SD, s

11.7 ± 1.6

11.5 ± 1.0

12.3 ± 2.8

0.357

INR, mean ± SD

1.0 ± 0.1

1.0 ± 0.1

1.1 ± 0.2

0.362

AFP, mean ± SD, ng/mL

40.0 ± 189.7

29.1 ± 150.4

74.6 ± 283.6

0.624

CA 125, mean ± SD, U/mL

50.0 ± 82.8

47.3 ± 67.5

58.0 ± 120.9

0.106

CA 19-9, mean ± SD, U/mL

322.6 ± 393.5

321.2 ± 404.3

327.5 ± 365.4

0.515

CEA, mean ± SD, ng/mL

18.2 ± 71.1

13.0 ± 36.1

36.9 ± 137.6

0.333

Tumor size, n (%)

   

0.455

 ≤ 5 cm

27 (26.7)

22 (28.6)

5 (20.8)

 

 > 5 cm

74 (73.3)

55 (71.4)

19 (79.2)

 

Differentiation

   

0.084

 Well

1 (1.0)

0

1 (4.2)

 

 Moderate

36 (35.6)

31 (40.3)

5 (20.8)

 

 Poor

57 (56.4)

40 (51.9)

17 (70.8)

 

 Unclear

7 (6.9)

6 (7.8)

1 (4.2)

 

OS, mean ± SD, m

19.9 ± 17.6

21.3 ± 18.6

15.6 ± 13.3

0.300

  1. Abbreviations: ICC Intrahepatic cholangiocarcinoma, SD Standard deviation, ALT Alanine aminotransferase, AST Aspartate aminotransferase, ALB Albumin, TBIL Total bilirubin, PT Prothrombin time, INR International normalized ratio, AFP Alpha fetoprotein, CA Carbohydrate antigen, CEA Carcinoembryonic antigen, OS Overall survival