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Table 2 Baseline characteristics of the patients with RCC

From: Machine learning-based prediction model for late recurrence after surgery in patients with renal cell carcinoma

Variable

Late recurrence group (189 Patients)

Non-recurrence group (2767 Patients)

P-value

Operation type

  

 < 0.001

 Radical nephrectomy

155 (82.0%)

1336 (48.3%)

 

 Partial nephrectomy

34 (18.0%)

1431 (51.7%)

 

Operative method

  

 < 0.001

 Laparoscopic

29 (15.3%)

1051 (38.0%)

 

 HALS

6 (3.2%)

78 (2.8%)

 

 Open

142 (75.1%)

1221 (44.1%)

 

 Robotic

12 (6.3%)

417 (15.1%)

 

Pathological tumor stage

  

 < 0.001

 1a

52 (27.5%)

1811 (65.4%)

 

 1b

49 (25.9%)

579 (20.9%)

 

 2a

38 (20.1%)

131 (4.7%)

 

 2b

7 (3.7%)

48 (1.7%)

 

 3a

34 (18.0%)

167 (6.0%)

 

 3b

7 (3.7%)

20 (0.7%)

 

 3c

0 (0.0%)

2 (0.1%)

 

 4

2 (1.1%)

9 (0.3%)

 

Pathological node stage

  

0.005

 Nx

67 (35.4%)

1585 (57.3%)

 

 N0

115 (60.8%)

1169 (42.2%)

 

 N1

7 (3.7%)

13 (0.5%)

 

Histologic type

  

0.002

 Clear cell

172 (91.0%)

2345 (84.7%)

 

 Papillary

5 (2.6%)

41 (1.5%)

 

 Chromophobe

4 (2.1%)

222 (8.0%)

 

 Collecting duct

0 (0.0%)

3 (0.1%)

 

 Etc

8 (4.2%)

156 (5.6%)

 

Lymphovascular invasion

  

 < 0.001

 No

172 (91.0%)

2701 (97.6%)

 

 Yes

17 (9.0%)

66 (2.4%)

 

 Tumor size (mm)

68.2\(\pm 68.9\)

38.8\(\pm 27\).6

 < 0.001

  1. HALS hand-assisted laparoscopic surgery