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Table 3 Baseline characteristics of patient cohorts

From: Utilizing machine learning dimensionality reduction for risk stratification of chest pain patients in the emergency department

 

Total (n = 795)

MACE (n = 247)

Non-MACE (n = 548)

p-value

Age, median (IQR)

60 (51–68)

61 (54–68)

59 (50–68)

0.035

Male gender, n (%)

542 (68.2)

188 (76.1)

354 (64.6)

0.002

Race, n (%)

   

0.623

 Chinese

492 (61.9)

159 (64.4)

333 (60.8)

0.374

 Indian

129 (16.2)

34 (13.8)

95 (17.3)

0.246

 Malay

150 (18.9)

46 (18.6)

104 (19.0)

0.984

 Other

24 (3.0)

8 (3.2)

16 (2.9)

0.984

Vital signs, median (IQR)

 Temperature (°C)

36.4 (36.0–36.7)

36.3 (36.0–36.7)

36.4 (36.0–36.7)

0.793

 Heart rate (beats/min)

76 (67–89)

80 (69–92.5)

75 (66–87)

0.03

 Respiratory rate (breaths/min)

18 (17–18)

18 (17–18)

18 (17–18)

0.716

 Systolic blood pressure (mmHg)

138 (123.0–159.0)

142 (123.5–165.5)

137 (122.0–156.2)

0.037

 Diastolic blood pressure (mmHg)

76.0 (68.0–86.0)

78.0 (70.0–89.0)

75.0 (67.0–84.0)

0.001

 SpO2 (%)

99.0 (97.0–100.0)

99.0 (97.0–100.0)

99.0 (97.0–100.0)

0.842

 Pain score

2.0 (0.0–5.0)

2.0 (0.0–5.0)

2.0 (0.0–5.0)

0.008

 Glasgow Coma Scale (GCS) score

15.0 (15.0–15.0)

15.0 (15.0–15.0)

15.0 (15.0–15.0)

0.121

Medical history, n (%)

 Ischaemic heart disease

343 (43.1)

115 (46.6)

228 (41.6)

0.22

 Diabetes

278 (35.0)

106 (42.9)

172 (31.4)

0.002

 Hypertension

509 (64.0)

161 (65.2)

348 (63.5)

0.707

 Hypercholesterolaemia

476 (59.9)

151 (61.1)

325 (59.3)

0.683

 Stroke

58 (7.3)

15 (6.1)

43 (7.8)

0.458

 Cancer

29 (3.6)

7 (2.8)

22 (4.0)

0.537

 Respiratory disease

31 (3.9)

5 (2.0)

26 (4.7)

0.102

 Chronic kidney disease

87 (10.9)

26 (10.5)

61 (11.1)

0.896

 Congestive heart failure

38 (4.8)

9 (3.6)

29 (5.3)

0.407

 History of PCI

199 (25.0)

68 (27.5)

131 (23.9)

0.316

 History of CABG

71 (8.9)

26 (10.5)

45 (8.2)

0.355

 History of AMI

133 (16.7)

48 (19.4)

85 (15.5)

0.205

 Active smoker

197 (24.8)

73 (29.6)

124 (22.6)

0.045

ECG pathology, n (%)

 ST elevation

65 (8.2)

48 (19.4)

17 (3.1)

< 0.001

 ST depression

92 (11.6)

69 (27.9)

23 (4.2)

< 0.001

 T wave inversion

209 (26.3)

86 (34.8)

123 (22.4)

< 0.001

 Pathological Q wave

86 (10.8)

51 (20.6)

35 (6.4)

< 0.001

 QTc prolongation

174 (21.9)

73 (29.6)

101 (18.4)

0.001

 Left axis deviation

64 (8.1)

16 (6.5)

48 (8.8)

0.34

 Right axis deviation

16 (2.0)

6 (2.4)

10 (1.8)

0.773

 Left bundle branch block

8 (1.0)

3 (1.2)

5 (0.9)

0.991

 Right bundle branch block

56 (7.0)

14 (5.7)

42 (7.7)

0.385

 Interventricular conduction delay

30 (3.8)

13 (5.3)

17 (3.1)

0.201

 Left atrial abnormality

12 (1.5)

4 (1.6)

8 (1.5)

0.886

 Left ventricular hypertrophy

103 (13.0)

38 (15.4)

65 (11.9)

0.21

 Right ventricular hypertrophy

6 (0.8)

1 (0.4)

5 (0.9)

0.747

Laboratory findings, median (IQR)

 Troponin (ng/L)

0 (0–39.5)

40 (10–170)

0 (0–15.2)

< 0.001

 Creatine kinase-MB

2.4 (1.8–3.2)

2.7 (2.1–6.0)

2.4 (1.7–2.7)

< 0.001

Clinical scores, median (IQR)

 HEART

5.0 (4.0 to 7.0)

7.0 (6.0 to 8.0)

4.0 (3.0 to 6.0)

< 0.001

 TIMI

2.0 (1.0 to 4.0)

3.0 (2.0 to 4.0)

2.0 (1.0 to 3.0)

< 0.001

 GRACE

104.0 (83.5 to 128.0)

119.0 (97.0 to 139.0)

98.0 (78.0 to 125.0)

< 0.001

  1. IQR interquartile range, MACE major adverse cardiac events, PCI percutaneous coronary intervention, CABG coronary artery bypass graft, AMI acute myocardial infarction, HEART History, ECG, Age, Risk factors and Troponin, TIMI Thrombolysis in Myocardial Infarction, GRACE Global Registry of Acute Coronary Events