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) | Â | Â | 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 | Â | Â | Â | 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* |