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Table 1 Comparison of baseline characteristics between MetS and Non-MetS (n (n%) / \(\overline{x}\) ± s)

From: Construction of Xinjiang metabolic syndrome risk prediction model based on interpretable models

Variable

Non-MetS (n = 22,275)

MetS (n = 3267)

\(t/{\chi }^{2}/H\)

P value

Gender

    

Male

10,897(82.7)

2282(17.3)

499.737

< 0.001

Female

11,378(92.0)

985(8.0)

  

Age (years)

    

18 ~ 44

13,696(93.0)

1023(7.0)

1220.867

< 0.001

45 ~ 59

6193(81.9)

1371(18.1)

  

60 ~ 74

1963(72.6)

741(27.4)

  

75 ~ 89

423(76.2)

132(23.8)

  

Heartrate

68.88 ± 9.15

73.30 ± 10.87

-22.088

< 0.001

Previous diabetes

    

No

21,858(89.8)

2487 (10.2)

3088.048

< 0.001

Yes

417(34.8)

780(65.2)

  

Previous hypertension

    

No

20,792(91.0)

2060(9.0)

2773.785

< 0.001

Yes

1483(55.1)

1207(44.9)

  

Fatty liver

    

No

17,341(93.8)

1137(6.2)

2638.776

< 0.001

Yes

4934(69.8)

2130(30.2)

  

Smoking

    

No

15,035(90.1)

1653(9.9)

415.572

< 0.001

Quit

997(75.4)

325(24.6)

  

Yes

6243(82.9)

1289(17.1)

  

Drinking

    

No

8642(87.9)

1185(12.1)

234.245

< 0.001

Quit

164(78.5)

45(21.5)

  

Sometimes

12,362(88.1)

1664(11.9)

  

Often

1107(74.8)

373(25.2)

  

Family history of hypertension

    

No

13,504(88.6)

1745(11.4)

61.580

< 0.001

Yes

8771(85.2)

1522(14.8)

  

Family history of diabetes

    

No

18,766(87.5)

2676(12.5)

11.547

0.001

Yes

3509(85.6)

591(14.4)

  

Family history of CHD

    

No

20,356(87.2)

2994(12.8)

0.243

0.622

Yes

1919(87.5)

273(12.5)

  

Family history of stroke

    

No

22,019(87.2)

3230(12.8)

0.007

0.933

Yes

256(87.4)

37(12.6)

  

Exercise

    

Hardly

9272(88.3)

1227(11.7)

116.049

< 0.001

Walk

9049(84.7)

1631(15.3)

  

Run and others

3954(90.6)

409(9.4)

  

Eating habits

    

Light

3065(88.3)

406(11.7)

29.005

< 0.001

General

12,242(87.8)

1703(12.2)

  

Sweet

274(87.3)

40(12.7)

  

Salty

6390(85.9)

1051(14.1)

  

Meat

304(81.9)

67(18.1)

  

BMI (kg/m2)

    

<18.5

1060(100.0)

0(0.0)

4267.304

< 0.001

18.5 ~ 23.9

11,168(99.0)

110(1.0)

  

24 ~ 26.9

6444(84.4)

1192(15.6)

  

27 ~ 29.9

2690(67.8)

1277(32.2)

  

≥30

913(57.0)

688(43.0)

  

SBP (mmHg)

121.49 ± 17.80

146.62 ± 16.44

-80.725

< 0.001

DBP (mmHg)

75.63 ± 10.77

90.57 ± 10.74

-74.235

< 0.001

  1. SBP systolic blood pressure; DBP diastolic blood pressure