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Table 1 Baseline characteristics of patients with Colon cancer undergoing resection in the training and validation cohorts (n = 322)

From: Machine learning model predicting factors for incisional infection following right hemicolectomy for colon cancer

  

Training cohort(n = 226)

Validation cohort(n = 96)

P-Value‡

Gender

   

0.300

 

Male

156(69.0)

60(62.5)

 
 

Female

70(31.0)

36(37.5)

 

Age

   

0.055

 

< 60 y

142(62.8)

71(74.0)

 
 

≥ 60 y

84(6.0)

25(26.0)

 

BMI

   

0.426

 

< 25 kg/m2

184(81.4)

82(85.4)

 
 

≥ 25 kg/m2

42(18.6)

14(14.6)

 

ASA

   

0.122

 

I

15(6.6)

12(12.5)

 
 

II

211(93.4)

84(87.5)

 

Preoperative chemotherapy

   

1.000

 

No

180(79.6)

76(79.2)

 
 

Yes

46(20.4)

20(20.8)

 

Preoperative radiotherapy

   

0.584

 

No

199(88.1)

82(85.4)

 
 

Yes

27(11.9)

14(14.6)

 

Operation time

   

0.440

 

< 180 min

72(31.9)

35(36.5)

 
 

≥ 180 min

154(68.1)

61(63.5)

 

Pre-albumin

   

0.171

 

< 25 g/L

84(37.2)

44(45.8)

 
 

≥ 25 g/L

142(62.8)

52(54.2)

 

Tumor size

cm

3.2(2.5–7.5)

3.5(2.4-8.0)

0.795

T stage

   

0.105

 

T1

12(5.2)

8(8.3)

 
 

T2

21(9.3)

17(17.7)

 
 

T3

184(81.4)

68(70.8)

 
 

T4

9(4.0)

3(3.1)

 

N stage

   

0.434

 

N0

119(52.7)

43(44.8)

 
 

N1

59(26.1)

29(30.2)

 
 

N2

48(21.2)

24(25.0)

 

lymphadenectomy

   

0.662

 

D2

158(69.9)

68(70.8)

 
 

D3

50(22.1)

23(24.0)

 
 

CME

18(8.0)

5(5.2)

 

Surgical approach

   

0.351

 

Laparoscopy

219(96.9)

91(94.8)

 
 

Open

7(3.1)

5(5.2)

 

Anastomotic technique

   

0.882

 

Intracorporeal

179(79.2)

75(78.1)

 
 

Extracorporeal

47(20.8)

21(21.9)

 

Sutures used at closure

   

0.701

 

PDS-plus

150(66.4)

61(63.5)

 
 

No-PDS

76(33.6)

35(36.5)

 

Infection

   

0.724

 

No

216(95.6)

92(95.8)

 
 

Yes

10(4.4)

4(4.2)

 

Diabetes

   

0.901

 

No

199(88.1)

85(88.5)

 
 

Yes

27(11.9)

11(11.5)

 

Immunodeficiencies

   

1.000

 

No

216(95.6)

92(95.8)

 
 

Yes

10(4.4)

4(4.2)

 
  1. The values in parentheses are percentages unless indicated otherwise
  2. † median (25-75%)
  3. ‡ χ2 test with Yates’ correction
  4. # Wilcoxon rank-sum test
  5. Abbreviations BMI: Body Mass Index; ASA: American Society of Anesthesiologists