Table 2 Baseline characteristics of the study population.
From: Transfer learning prediction of type 2 diabetes with unpaired clinical and genetic data
Features | T2DM (n = 1999) | Non-T2DM (n = 30308) | p value |
|---|---|---|---|
Numerical features (mean±SD) | |||
Age (years) | \(56.02 \pm 8.69\) | \(54.30 \pm 8.71\) | \(<0.001\) |
BMI (kg/\(\hbox {m}^2\)) | \(25.52 \pm 3.15\) | \(23.67 \pm 2.86\) | \(<0.001\) |
DBP (mmHg) | \(79.67 \pm 10.19\) | \(75.26 \pm 9.80\) | \(<0.001\) |
SBP (mmHg) | \(124.69 \pm 15.86\) | \(120.52 \pm 14.83\) | \(<0.001\) |
HbA1c (%) | \(5.93 \pm 0.33\) | \(5.53 \pm 0.32\) | \(<0.001\) |
FBS (mg/dL) | \(102.54 \pm 11.22\) | \(91.19 \pm 8.94\) | \(<0.001\) |
Tg (mg/dL) | \(164.17 \pm 116.06\) | \(120.39 \pm 78.79\) | \(<0.001\) |
WBC (\(10^3\)/\(\mu\)L) | \(6.17 \pm 1.76\) | \(5.50 \pm 1.48\) | \(<0.001\) |
ALT (IU/L) | \(29.05 \pm 17.73\) | \(21.13 \pm 12.73\) | \(<0.001\) |
Cr (mg/dL) | \(0.90 \pm 0.18\) | \(0.82 \pm 0.18\) | \(<0.001\) |
Waist circumference (cm) | \(87.24 \pm 8.56\) | \(80.87 \pm 8.71\) | \(<0.001\) |
Categorical features (n%) | |||
Family history of T2DM | Â | Â | \(<0.001\) |
  No | 1612 (80.64%) | 25392 (83.78%) |  |
  Yes | 387 (19.36%) | 4916 (16.22%) |  |
Drinking | Â | Â | \(<0.001\) |
  Never | 821 (41.07%) | 14173 (46.76%) |  |
  Ex | 102 (5.10%) | 1106 (3.65%) |  |
  Current | 1076 (53.83%) | 15029 (49.59%) |  |
Exercise frequency | Â | Â | \(<0.001\) |
  Never | 1029 (51.48%) | 13460 (44.41%) |  |
  Occasionally | 203 (10.16%) | 3891 (12.84%) |  |
  Regularly | 767 (38.37%) | 12957 (42.75%) |  |
Sex | Â | Â | \(<0.001\) |
  Male | 1072 (53.63%) | 11223 (37.03%) |  |
  Female | 927 (46.37%) | 19085 (62.97%) |  |
History of hypertension | Â | Â | \(<0.001\) |
  No | 1524 (76.24%) | 25539 (84.26%) |  |
  Yes | 475 (23.76%) | 4769 (15.74%) |  |
History of hyperlipidemia | Â | Â | \(<0.001\) |
  No | 1722 (86.14%) | 27050 (89.25%) |  |
  Yes | 277 (13.86%) | 3258 (10.75%) |  |
Smoking | Â | Â | \(<0.001\) |
  Never | 1110 (55.53%) | 21593 (71.25%) |  |
  Ex | 469 (23.46%) | 5492 (18.12%) |  |
  Current | 420 (21.01%) | 3223 (10.63%) |  |