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 | Â | Â | Â | Â |
Male | 10,897(82.7) | 2282(17.3) | 499.737 | < 0.001 |
Female | 11,378(92.0) | 985(8.0) | Â | Â |
Age (years) | Â | Â | Â | Â |
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 | Â | Â | Â | Â |
No | 21,858(89.8) | 2487 (10.2) | 3088.048 | < 0.001 |
Yes | 417(34.8) | 780(65.2) | Â | Â |
Previous hypertension | Â | Â | Â | Â |
No | 20,792(91.0) | 2060(9.0) | 2773.785 | < 0.001 |
Yes | 1483(55.1) | 1207(44.9) | Â | Â |
Fatty liver | Â | Â | Â | Â |
No | 17,341(93.8) | 1137(6.2) | 2638.776 | < 0.001 |
Yes | 4934(69.8) | 2130(30.2) | Â | Â |
Smoking | Â | Â | Â | Â |
No | 15,035(90.1) | 1653(9.9) | 415.572 | < 0.001 |
Quit | 997(75.4) | 325(24.6) | Â | Â |
Yes | 6243(82.9) | 1289(17.1) | Â | Â |
Drinking | Â | Â | Â | Â |
No | 8642(87.9) | 1185(12.1) | 234.245 | < 0.001 |
Quit | 164(78.5) | 45(21.5) | Â | Â |
Sometimes | 12,362(88.1) | 1664(11.9) | Â | Â |
Often | 1107(74.8) | 373(25.2) | Â | Â |
Family history of hypertension | Â | Â | Â | Â |
No | 13,504(88.6) | 1745(11.4) | 61.580 | < 0.001 |
Yes | 8771(85.2) | 1522(14.8) | Â | Â |
Family history of diabetes | Â | Â | Â | Â |
No | 18,766(87.5) | 2676(12.5) | 11.547 | 0.001 |
Yes | 3509(85.6) | 591(14.4) | Â | Â |
Family history of CHD | Â | Â | Â | Â |
No | 20,356(87.2) | 2994(12.8) | 0.243 | 0.622 |
Yes | 1919(87.5) | 273(12.5) | Â | Â |
Family history of stroke | Â | Â | Â | Â |
No | 22,019(87.2) | 3230(12.8) | 0.007 | 0.933 |
Yes | 256(87.4) | 37(12.6) | Â | Â |
Exercise | Â | Â | Â | Â |
Hardly | 9272(88.3) | 1227(11.7) | 116.049 | < 0.001 |
Walk | 9049(84.7) | 1631(15.3) | Â | Â |
Run and others | 3954(90.6) | 409(9.4) | Â | Â |
Eating habits | Â | Â | Â | Â |
Light | 3065(88.3) | 406(11.7) | 29.005 | < 0.001 |
General | 12,242(87.8) | 1703(12.2) | Â | Â |
Sweet | 274(87.3) | 40(12.7) | Â | Â |
Salty | 6390(85.9) | 1051(14.1) | Â | Â |
Meat | 304(81.9) | 67(18.1) | Â | Â |
BMI (kg/m2) | Â | Â | Â | Â |
<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 |