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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