Table 4 Blood test variables by risk categories.

From: Application of ensemble machine learning algorithms on lifestyle factors and wearables for cardiovascular risk prediction

Blood tests

Total (n = 600)

Low risk (Agatston = 0) (n = 421)

High risk (Agatston >  = 100) (n = 55)

Intermediate risk (Agatston 1–99) (n = 124)

*P-Values

Alanine aminotransferase (ALT)

21.38 ± 13.02

20.09 ± 12.05

28.13 ± 19.49

22.75 ± 11.59

0.0000

Aspartate transaminase (AST)

26.54 ± 8.33

25.57 ± 7.71

31.82 ± 12.43

27.5 ± 7.08

0.0000

Albumin

43.14 ± 2.36

42.96 ± 2.43

43.75 ± 2.15

43.45 ± 2.17

0.0000

Cholesterol high-density lipoprotein (HDL)

1.49 ± 0.34

1.5 ± 0.33

1.48 ± 0.35

1.47 ± 0.35

0.0000

Cholesterol low-density lipoprotein (LDL)

3.39 ± 0.83

3.29 ± 0.82

3.68 ± 0.83

3.6 ± 0.81

0.0000

Cholesterol total

5.43 ± 0.94

5.31 ± 0.91

5.8 ± 0.96

5.64 ± 0.94

0.0000

Creatinine

68.52 ± 15.72

66.39 ± 15.42

74.42 ± 16.49

73.13 ± 14.81

0.0000

Glucose

5.29 ± 0.69

5.21 ± 0.66

5.67 ± 1.05

5.41 ± 0.51

0.0000

Haemoglobin

13.64 ± 1.47

13.45 ± 1.5

14.26 ± 1.28

14.02 ± 1.31

0.0000

Triglycerides

1.18 ± 0.68

1.12 ± 0.65

1.42 ± 0.68

1.29 ± 0.73

0.0000

White blood cell count (WBC)

5.81 ± 1.6

5.86 ± 1.66

5.61 ± 1.27

5.74 ± 1.52

0.0000

Urea

4.45 ± 1.13

4.33 ± 1.1

4.63 ± 1.02

4.79 ± 1.19

0.0000