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Table 1 Baseline characteristics of the study cohort

From: Comparison of LASSO and random forest models for predicting the risk of premature coronary artery disease

Characteristics

classify

PCAD(n = 228)

non-PCAD(n = 569)

P-value

Age

 

64.78 ± 11.24

56.64 ± 6.31

< 0.001

Sex

Male

135(59.1%)

389(68.2%)

0.01

Female

93(41.3%)

180(32.2%)

Overweight

yes

80(35.2%)

165(29.2%)

0.11

TG

 

1.75 ± 1.72

1.84 ± 1.28

0.10

HDL-C

 

1.68 ± 6.55

1.21 ± 0.41

0.29

LDL-C

 

3.14 ± 1.05

3.80 ± 14.49

0.28

TC

 

4.87 ± 1.35

4.87 ± 1.35

0.67

K

 

5.80 ± 24.46

12.49 ± 169.95

0.36

Cl

 

102.16 ± 7.64

101.74 ± 10.39

0.52

Urea

 

6.10 ± 2.21

6.13 ± 12.75

0.95

Cr

 

78.43 ± 33.25

78.01 ± 31.56

0.87

FPG

 

7.40 ± 3.27

7.07 ± 2.87

0.17

SBP

 

148.31 ± 26.81

150.58 ± 21.36

0.21

DBP

 

85.29 ± 16.37

86.55 ± 15.11

0.30

Surgical history

yes

63(28.2%)

121(21.3%)

0.05

Smoking

yes

64(28.3%)

194(34.4%)

0.10

Drinking

yes

55(24.5%)

154(27.3%)

0.38

Hypertension

yes

176(77.4%)

367(64.4%)

< 0.001

DM

yes

98(43.3%)

203(36.3%)

0.12

HUA

yes

64(28.6%)

36(6.2%)

< 0.001

CKD

yes

66(29.5%)

26(4.1%)

< 0.001

Hhcy

yes

82(36.6%)

108(19.2%)

< 0.001

CAA

yes

154(68.2%)

100(18.3%)

< 0.001

Hyperlipemia

yes

47(21.1%)

113(20.2%)

0.81

  1. TG = triglycerides; HDL-C = high-density lipoprotein-cholesterol; LDL-C = low-density lipoprotein-cholesterol; TC = total cholesterol; Cr = creatinine; FPG = fasting plasma glucose; SBP = systolic blood pressure; DBP = diastolic blood pressure; DM = diabetes; AF = atrial fibrillation; HUA = hyperuricemia; CK-MB = creatine kinase isoenzyme; Hhcy = Hyperhomocysteinemia; CAA = carotid artery atherosclerosis; CKD = Chronic renal diseas; Cl = chlorine; K = Kalium