Table 1 Patient characteristics

From: STEMI-OP in-hospital mortality prediction algorithms: Frailty-integrated machine learning in older patients undergoing primary PCI

 

Center 1 N = 749

Center 2 N = 285

Center 3 N = 251

Center 4 N = 175

P value

Demographic features

Age

69.8 ± 7.6

69.7 ± 8.3

70.5 ± 7.8

72.5 ± 9.9

0.041

Weight (kg)

57.8 ± 9.3

57.5 ± 10.5

57.8 ± 9.6

57.9 ± 9.3

0.981

Height (cm)

160.6 ± 6.8

166.0 ± 107.2

159.6 ± 6.9

160.1 ± 7.5

0.329

Gender

    

0.003

 Female

203 (27.1)

98 (34.4)

93 (37.1)

45 (25.7)

 

 Male

546 (72.9)

187 (65.6)

158 (62.9)

41 (74.3)

 

Smoking

292 (39.0)

63 (22.1)

95 (37.8)

54 (30.9)

<0.001

Clinical presentations

Time from onset to admission (hours)

8.0 (6.0–12.0)

7.0 (3.0–24.0)

8.0 (6.0–11.0)

4.0 (2.0–16.5)

0.019

Heart rate (bpm)

80.0 ± 19.4

81.5 ± 21.1

83.3 ± 21.5

77.5 ± 30.8

0.049

Systolic blood pressure (mmHg)

120.0 ± 26.4

127.4 ± 30.2

113.1 ± 28.7

126.6 ± 39.4

<0.001

Diastolic blood pressure (mmHg)

72.1 ± 15.8

77.3 ± 17.5

68.6 ± 17.8

74.0 ± 21.7

<0.001

Cardiac arrest before/at admission

9 (1.2)

2 (0.7)

7 (2.8)

6 (3.4)

0.050

Killip classification

    

0.039

 I

579 (77.3)

211 (74.0)

199 (79.3)

130 (74.3)

 

 II

86 (11.5)

33 (11.6)

24 (9.5)

22 (12.6)

 

 III

17 (2.3)

20 (7.0)

11 (4.4)

13 (7.4)

 

 IV

67 (8.9)

21 (7.4)

17 (6.8)

10 (5.7)

 

Clinical Frailty Scale

    

0.031

 1

13 (1.7)

6 (2.1)

4 (1.6)

6 (3.4)

 

 2

172 (23.0)

56 (19.6)

66 (26.3)

51 (29.2)

 

 3

112 (15.0)

42 (14.7)

47 (18.7)

13 (7.4)

 

 4

296 (39.5)

108 (37.9)

81 (32.2)

80 (45.7)

 

 5

121 (16.2)

47 (16.5)

39 (15.6)

22 (12.6)

 

 6

16 (2.1)

19 (6.7)

10 (4.0)

0 (0.0)

 

 7

19 (2.5)

7 (2.5)

4 (1.6)

3 (1.7)

 

Comorbidities

Hypertension

539 (72.0)

223 (78.2)

181 (72.1)

143 (81.7)

0.085

Dyslipidemia

215 (28.7)

81 (28.4)

18 (7.2)

48 (27.3)

<0.001

Diabetes mellitus

127 (17.0)

94 (33.0)

46 (18.3)

21 (38.2)

<0.001

Chronic kidney disease

21 (2.8)

10 (3.5)

8 (3.2)

16 (9.1)

0.084

Stroke

39 (5.2)

7 (2.5)

13 (5.2)

13 (7.4)

0.151

Transient ischemic attack

12 (1.6)

4 (1.4)

5 (2.0)

13 (7.4)

0.063

Peripheral artery disease

3 (0.4)

0 (0.0)

0 (0.0)

3 (1.7)

0.122

Heart failure

45 (6.0)

11 (3.9)

1 (0.4)

10 (5.7)

<0.001

Chronic lung disease

28 (3.7)

5 (1.8)

7 (2.8)

3 (1.7)

0.388

Prior angina

88 (11.7)

10 (3.5)

24 (9.6)

16 (9.1)

<0.001

Prior myocardial infarction

30 (4)

11 (3.9)

11 (4.4)

16 (9.1)

0.335

Prior PCI

30 (4)

28 (9.8)

8 (3.2)

13 (7.4)

<0.001

Prior CABG

2 (0.3)

0 (0.0)

1 (0.4)

0 (0.0)

1.000

Electrocardiographic features

Infarction wall

    

<0.001

 Anterior

342 (45.7)

145 (50.9)

114 (45.4)

115 (65.7)

 

 Inferior

388 (51.8)

127 (44.6)

123 (49.0)

57 (32.6)

 

 Posterior

12 (1.6)

7 (2.5)

11 (4.4)

3 (1.7)

 

 Lateral

7 (0.9)

6 (2.1)

3 (1.2)

0 (0.0)

 

Left bundle branch block

40 (5.3)

9 (3.2)

6 (2.4)

6 (3.4)

0.064

Atrioventricular block

113 (15.1)

32 (11.2)

26 (10.4)

38 (21.7)

0.029

Atrial flutter/fibrillation

22 (2.9)

6 (2.1)

8 (3.2)

0 (0.0)

0.534

Ventricular tachycardia/fibrillation

9 (1.2)

3 (1.1)

10 (4.0)

19 (10.9)

<0.001

Echocardiographic features

Left ventricular ejection fraction (%)

42.8 ± 10.1

51.9 ± 13.3

45.2 ± 11.4

42.7 ± 14.1

<0.001

Pericardial effusion

20 (2.6)

6 (2.1)

6 (2.4)

10 (5.7)

0.769

Regional wall motion abnormality

710 (94.8)

243 (85.3)

174 (69.3)

130 (74.3)

<0.001

Laboratory data

High-sensitivity Troponin T (pg/mL)

592.0 (74.0–1936.0)

352.7 (52–1472.0)

948.0 (71.0–2000.0)

297.0 (102.65–1717.5)

0.042

Hemoglobin (g/L)

129.8 ± 17.4

130.4 ± 17.4

131.3 ± 19.9

130.1 ± 19.0

0.618

White blood cell (K/µL)

12.6 ± 4.2

11.91 ± 4.5

11.9 ± 4.6

12.0 ± 5.4

0.027

Glucose (mg/dL)

155.7 ± 73.0

194.2 ± 118.9

157.5 ± 83.1

182.7 ± 69.9

<0.001

Creatinine (µmol/L)

93.8 ± 49.6

101.7 ± 40.7

105.0 ± 36.2

108.0 ± 31.6

<0.001

Medications at admission

Aspirin

749 (100.0)

285 (100.0)

371 (100.0)

55 (100.0)

.

P2Y12 inhibitor

    

<0.001

 Ticagrelor

476 (63.6)

184 (64.6)

67 (26.7)

3 (1.7)

 

 Clopidogrel

273 (36.4)

101 (35.4)

184 (73.3)

172 (98.3)

 

 Statin

749 (100.0)

285 (100.0)

371 (100.0)

55 (100.0)

.

PCI procedural data

Time from admission to wiring (hours)

12.3 (9.0–18.2)

9.7 (5.8–27.3)

12.0 (9.0–16.0)

7.0 (4.3–16.9)

0.002

Vascular access site

    

<0.001

 Radial

716 (95.6)

20 (7.0)

231 (92.0)

0 (0.0)

 

 Femoral

33 (4.4)

265 (93.0)

20 (8.0)

175 (100.0)

 

Number of diseased vessels

    

<0.001

 1

291 (38.9)

64 (22.5)

103 (41.0)

29 (16.6)

 

 2

266 (35.5)

89 (31.2)

82 (32.7)

70 (40.0)

 

 3

192 (25.6)

132 (46.3)

66 (26.3)

76 (43.4)

 

Left main coronary artery disease

54 (7.2)

46 (16.1)

9 (3.6)

22 (12.6)

<0.001

Pre-PCI TIMI blood flow

    

<0.001

 0

413 (55.1)

176 (61.8)

127 (50.6)

111 (63.4)

 

 1

72 (9.6)

33 (11.6)

27 (10.8)

35 (20.0)

 

 2

143 (19.1)

60 (21.1)

97 (38.6)

29 (16.6)

 

 3

121 (16.2)

16 (5.6)

0 (0.0)

0 (0.0)

 

Post-PCI TIMI blood flow

    

0.003

 0

1 (0.1)

2 (0.7)

0 (0.0)

0 (0.0)

 

 1

3 (0.4)

5 (1.8)

2 (0.8)

0 (0.0)

 

 2

13 (1.7)

14 (4.9)

14 (5.6)

13 (7.4)

 

 3

732 (97.7)

264 (92.6)

235 (93.6)

162 (92.6)

 

Balloon pre-dilation

559 (74.6)

267 (93.7)

147 (58.6)

165 (94.3)

<0.001

Thrombectomy

64 (8.5)

20 (7.0)

18 (7.2)

16 (9.1)

0.794

Balloon post-dilation

239 (31.9)

161 (56.5)

85 (33.9)

102 (58.3)

<0.001

Type of stent

    

0.005

 No stent

19 (2.5)

5 (1.8)

0 (0.0)

0 (0.0)

 

 Bare metal stent

27 (3.6)

4 (1.4)

4 (1.6)

0 (0.0)

 

 Drug-eluting stent

703 (93.9)

276 (96.8)

247 (98.4)

175 (100.0)

 

In-hospital mortality

80 (10.7)

51 (17.9)

26 (10.4)

21 (12.0)

0.012

  1. Values are mean ± SD, n (%), or median (Q1–Q3).
  2. bpm beats per minute, CABG coronary artery bypass grafting, PCI percutaneous coronary intervention, STEMI ST-segment elevation myocardial infarction, TIMI thrombolysis in myocardial infarction