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Table 1 Demographic and Crohn disease data in patients from the training cohort undergoing intestinal resection

From: Machine learning for temporary stoma after intestinal resection in surgical decision-making of Crohn’s disease

Variables

Total n

(n = 176)

Temporary stoma

(n = 106)

Primary anastomosis (n = 70)

P value

Sex

    

 Male

 Female

134 (76.1%)

42 (23.9%)

77 (72.6%)

29 (27.4%)

57 (81.4%)

13 (18.6%)

0.181

Age at surgery (years)

Duration of disease (years)

38.2 (± 12.9)

5.0 (± 5.2)

38.1 (± 12.6)

5.2 (± 5.6)

38.4 (± 13.4)

4.8 (± 4.4)

0.904

0.765

BMI (kg/m2)

19.3 (± 3.7)

18.7 (± 3.4)

20.3 (± 4.1)

0.003

Weight loss > 10% in 6 months prior to surgery

   

 Yes

 No

61 (34.7%)

115 (65.3%)

45 (42.5%)

61 (57.5%)

16 (22.9%)

54 (77.1%)

0.008

History of intestinal resection

 Yes

 No

31 (17.6%)

145 (82.4%)

14 (13.2%)

92 (86.8%)

17 (24.3%)

53 (75.7%)

0.059

C reactive protein serum level (mg/L)

30.2 (± 41.3)

39.1 (± 48.1)

16.9 (± 22.3)

< 0.001

Erythrocyte sedimentation rate (mm/h)

30.5 (± 14.6)

36.5 (± 12.4)

21.3 (± 13.0)

< 0.001

Platelets (*10^9/L)

294.0 (± 117.1)

308.2 (± 119.3)

272.6 (± 111.0)

0.034

Hemoglobin level (g/L)

116.1 (± 20.6)

112.1 (± 20.5)

122.2 (± 19.3)

0.001

Serum albumin (g/L)

36.7 (± 5.4)

35.1 (± 5.0)

39.0 (± 5.1)

< 0.001

Preoperative therathpy (< 3 months before surgery)

   

 No preoperative therathpy

 Steroids*

 Biologicals

 Traditional immunosuppressant

 Combotherapy

71 (40.3%)

1 (0.6%)

47 (26.7%)

45 (25.6%)

12 (6.8%)

44 (41.5%)

1 (0.9%)

27 (25.5%)

28 (26.4%)

6 (5.7%)

27 (38.6%)

0 (0%)

20 (28.6%)

17 (24.3%)

6 (8.6%)

0.895

Montreal classification

    

Age at diagnosis of CD (years)

 A1 (< 17)

 A2 (17–40)

 A3 (> 40)

14 (8.0%)

119 (67.6%)

43 (24.4%)

7 (6.6%)

75 (70.8%)

24 (22.6%)

7 (10.0%)

44 (62.9%)

19 (27.1%)

 

0.509

Disease location

 L1 (ileal)

 L2 (colonic)

 L3 (ileocolic)

30 (17.0%)

13 (7.4%)

133 (75.6%)

11 (10.4%)

11 (10.4%)

84 (79.2%)

19 (27.1%)

2 (2.9%)

49 (70.0%)

 

0.005

Disease behavior

 B2 (stricturing)

 B3 (penetrating)

 B2P (stricturing with perianal disease)

 B3P (penetrating with perianal disease)

60 (34.1%)

86 (48.9%)

10 (5.7%)

20 (11.4%)

14 (13.2%)

66 (62.3%)

7 (6.6%)

19 (17.9%)

46 (65.7%)

20 (28.6%)

3 (4.3%)

1 (1.4%)

 

< 0.001

  1. Data are given as mean (± SD) or as n (%). BMI: body mass index; CD: Crohn disease; * >4weeks before surgery