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Table 1 Demographic information of T2DM patients and healthy controls

From: Predictive model and feature importance for early detection of type II diabetes mellitus

Variable

 

Control (n = 219)

Case (n = 219)

P-value

Age (mean ± SD)

55.10 ± 9.27

56.34 ± 9.76

0.1690

Age groups (years)

 

31–40 years

8 (3.7)

13(5.9)

0.1160

 

41–50 years

70(32.0)

49(22.4)

 
 

51–60 years

83(37.9)

82(37.4)

 
 

61–70 years

44(20.1)

60(27.4)

 
 

71–80 years

14(6.4)

15(6.8)

 

Gender

 

Female

135 (61.4)

133 (57.30)

 

BMI(Kg/m2)

  

0.8030

 

Underweight

11(5.0)

8(3.6)

 
 

Normal

91(41.6)

95(43.6)

 
 

Overweight

74(33.8)

73(33.5)

 
 

Obese

43(19.6)

43(19.7)

 

Education

   

0.0400*

 

Tertiary

29(13.3)

39(17.8)

 
 

Senior high

72(33.0)

50(22.8)

 
 

Junior high

71(32.6)

72(32.9)

 
 

Lower primary

28(12.8)

25(11.4)

 
 

No formal education

18(8.3)

33(15.1)

 

Occupation

  

 < 0.0001*

 

Employed

147(67.4)

144(66.1)

 
 

Retired

21(9.6)

26(11.9)

 
 

Keeping house

14(6.4)

21(9.5)

 
 

Unemployed

26(16.6)

27(12.5)

 

Physical activity

 

Sedentary

30(13.8)

49(22.4)

0.0250*

 

Moderate activity

114(52.3)

89(40.6)

 
 

Active

74(34.0)

81(37.0)

 

Clinical/biochemical data

  WHtR

0.56 ± 0.08

0.56 ± 0.08

0.6060

  SBP (mmHg)

145.88 ± 24.33

139.61 ± 24.88

0.0080*

  DBP (mmHg)

84.63 ± 14.42

82.40 ± 13.22

0.0940

 FBS (mmol/l)

5.86 ± 0.95

9.23 ± 4.31

 < 0.00001*

  HbA1c (mmol)

5.30 ± 0.77

8.35 ± 2.17

 < 0.00001*

  TC (mmol/l)

4.69 ± 1.26

4.57 ± 1.18

0.0272*

  TG (mmol/l)

1.35 ± 0.97

1.22 ± 0.53

0.1120

  HDL-c(mmol/l)

1.24 ± 0.33

1.365 ± 0.32

0.0001*

  LDL-c(mmol/l)

2.88 ± 1.05

2.65 ± 1.09

0.0270*

  1. Data presented as Mean ± SD. Tests of significance were two tailed (*p < 0.05) and bolded