Table 4 Patient characteristics in three datasets for each treatment branch.

From: Uplift modeling to identify patients who require extensive catheter ablation procedures among patients with persistent atrial fibrillation

 

Training

Validation

Test

P-value*

PVI-alone

PVI-plus

PVI-alone

PVI-plus

PVI-alone

PVI-plus

N

63

61

62

63

124

124

 

Age

68.00 [60.00, 72.50]

65.00 [58.00, 72.00]

66.00 [59.00, 72.75]

67.00 [60.00, 73.00]

68.00 [60.75, 73.00]

66.00 [58.00, 71.00]

0.421

Female sex

15 (23.8)

18 (29.5)

16 (25.8)

18 (28.6)

32 (25.8)

22 (17.7)

0.426

Body mass index

24.24 [21.74, 26.87]

23.32 [21.63, 26.02]

24.71 [22.24, 27.03]

24.77 [21.68, 26.40]

24.40 [22.14, 26.81]

24.21 [22.34, 26.43]

0.709

Family history of atrial fibrillation

9 (14.3)

4 (6.6)

5 (8.1)

7 (11.1)

9 (7.3)

4 (3.2)

0.110

Long-standing persistent atrial fibrillation

13 (20.6)

15 (24.6)

11 (17.7)

17 (27.0)

35 (28.2)

33 (26.6)

0.648

Hypertension

41 (65.1)

34 (55.7)

34 (54.8)

37 (58.7)

75 (60.5)

78 (62.9)

0.803

Diabetes mellitus

7 (11.1)

13 (21.3)

11 (17.7)

10 (15.9)

20 (16.1)

24 (19.4)

0.702

Dyslipidemia

30 (47.6)

30 (49.2)

32 (51.6)

29 (46.0)

50 (40.3)

56 (45.2)

0.740

Smoking history

46 (73.0)

37 (60.7)

39 (62.9)

38 (60.3)

68 (54.8)

74 (59.7)

0.302

Heart failure

12 (19.0)

12 (19.7)

13 (21.0)

14 (22.2)

21 (16.9)

20 (16.1)

0.890

Dilated cardiomyopathy

0 (0.0)

0 (0.0)

2 (3.2)

0 (0.0)

0 (0.0)

0 (0.0)

0.030

Hypertrophic cardiomyopathy

0 (0.0)

1 (1.6)

0 (0.0)

1 (1.6)

2 (1.6)

3 (2.4)

0.849

Sick sinus syndrome

1 (1.6)

1 (1.6)

1 (1.6)

1 (1.6)

1 (0.8)

2 (1.6)

0.990

Stroke or systemic thromboembolism

4 (6.3)

6 (9.8)

4 (6.5)

9 (14.3)

8 (6.5)

8 (6.5)

0.468

Sleep apnea syndrome

6 (9.5)

8 (13.1)

9 (14.5)

6 (9.5)

8 (6.5)

16 (12.9)

0.442

Thyroid disease

2 (3.2)

3 (4.9)

2 (3.2)

6 (9.5)

6 (4.8)

5 (4.0)

0.638

Chronic obstructive pulmonary disease

5 (7.9)

1 (1.6)

3 (4.8)

2 (3.2)

6 (4.8)

5 (4.0)

0.690

Liver disease

8 (12.7)

6 (9.8)

2 (3.2)

3 (4.8)

6 (4.8)

3 (2.4)

0.057

History of use of anti-arrhythmic drug

23 (36.5)

13 (21.3)

13 (21.0)

13 (20.6)

31 (25.0)

25 (20.2)

0.223

Hemoglobin

14.70 [13.35, 15.50]

14.20 [13.50, 14.90]

14.80 [14.03, 15.60]

14.20 [13.45, 14.90]

14.70 [13.57, 15.60]

14.90 [13.90, 15.60]

0.003

Brain type natriuretic peptide

143.65 [91.30, 200.45]

130.30 [86.47, 204.15]

132.20 [91.50, 208.10]

162.30 [104.70, 239.00]

142.70 [98.90, 223.60]

146.20 [101.20, 223.58]

0.670

Creatinine

0.88 [0.75, 0.97]

0.85 [0.77, 1.01]

0.89 [0.79, 0.99]

0.88 [0.76, 0.96]

0.86 [0.78, 1.03]

0.90 [0.82, 1.01]

0.579

C-reactive protein

0.10 [0.05, 0.13]

0.10 [0.08, 0.18]

0.10 [0.07, 0.19]

0.10 [0.07, 0.19]

0.10 [0.06, 0.20]

0.10 [0.06, 0.16]

0.758

Left ventricular ejection fraction

63.60 [59.88, 69.38]

63.37 [57.07, 66.39]

62.39 [55.04, 67.48]

64.04 [56.61, 68.61]

64.70 [59.88, 69.65]

63.11 [55.83, 67.71]

0.361

Left atrial diameter

41.00 [38.70, 44.00]

41.00 [37.10, 44.60]

41.60 [40.00, 44.20]

43.20 [39.90, 47.00]

43.00 [39.35, 46.00]

43.00 [39.00, 46.00]

0.023

Mitral regurgitation

0 (0.0)

0 (0.0)

0 (0.0)

4 (6.3)

2 (1.6)

4 (3.2)

0.087

Recurrence of atrial fibrillation

18 (28.6)

11 (18.0)

19 (30.6)

12 (19.0)

39 (31.5)

28 (22.6)

0.209

  1. *Comparison among six groups.