Skip to main content

Table 2 Demographic and laboratory data of the diabetic patients included in this study

From: Automated and code-free development of a risk calculator using ChatGPT-4 for predicting diabetic retinopathy and macular edema without retinal imaging

Variable

DR

DME

DR group (N = 503)

No DR group (N = 1957)

P-value

DME group (N = 37)

No DME group (N = 2423)

P-value

Age (years)

62.65 (10.32)

62.80 (11.18)

0.772

67.32 (10.63)

62.70 (11.00)

0.012

Sex (female)

236 (46.9%)

970 (49.5%)

0.312

17 (45.9%)

1189 (49.0%)

0.832

BMI (kg/m2)

25.03 (3.50)

25.61 (3.58)

0.001

24.80 (3.46)

25.50 (3.58)

0.153

Waist circumference (cm)

89.76 (9.41)

88.88 (9.11)

0.089

89.52 (9.35)

88.95 (9.29)

0.566

Current smoker

111 (22.0%)

363 (18.5%)

0.085

6 (16.22%)

468 (19.3%)

0.791

House income (lowest quartile)

150 (29.9%)

578 (29.6%)

0.913

15 (40.5%)

713 (29.5%)

0.150

DM history

 DM duration (years)

10.94 (10.02)

5.87 (7.72)

 < 0.001

17.00 (11.01)

6.75 (8.36)

 < 0.001

 DM oral medication

397 (78.9%)

1174 (59.9%)

 < 0.001

35 (94.5%)

1536 (63.3%)

 < 0.001

 DM insulin treatment

63 (12.52%)

43 (2.20%)

 < 0.001

8 (21.62%)

98 (4.04%)

 < 0.001

Blood pressure

 SBP (mmHg)

127.46 (16.50)

125.46 (15.81)

0.014

131.61 (16.68)

125.78 (15.95)

0.041

 DBP (mmHg)

74.71 (10.53)

75.24 (10.18)

0.307

71.78 (9.97)

75.19 (10.25)

0.046

Laboratory tests

 HbA1c (%)

7.73 (1.57)

7.02 (1.13)

 < 0.001

8.15 (1.63)

7.15 (1.25)

 < 0.001

 Fasting Glucose (mg/dL)

151.36 (49.43)

133.47 (33.32)

 < 0.001

156.41 (57.56)

136.84 (37.43)

0.046

 Total cholesterol (mg/dL)

170.81 (42.66)

176.26 (42.30)

0.010

163.32 (33.21)

175.33 (42.53)

0.036

 Triglyceride (mg/dL)

162.02 (133.10)

160.74 (120.96)

0.845

152.81 (83.80)

161.13 (124.03)

0.556

 AST (IU/L)

25.94 (18.48)

27.86 (14.50)

0.030

21.78 (6.09)

27.56 (15.50)

 < 0.001

 ALT (IU/L)

26.47 (27.17)

28.91 (21.44)

0.062

19.65 (10.20)

28.55 (22.85)

 < 0.001

 BUN (mg/dL)

17.21 (5.95)

16.74 (5.34)

0.106

20.70 (7.70)

16.78 (5.41)

0.003

 Creatinine (mg/dL)

0.88 (0.45)

0.84 (0.24)

0.061

1.09 (0.73)

0.84 (0.28)

0.047

 Uric acid (mg/dL)

4.95 (1.45)

5.07 (1.38)

0.110

5.26 (1.40)

5.04 (1.39)

0.345

 WBC (103 cells/μL)

6.72 (1.83)

6.61 (1.78)

0.209

7.16 (1.81)

6.62 (1.79)

0.079

 Platelet (109/L)

245.63 (61.94)

248.68 (66.55)

0.332

237.70 (63.18)

248.21 (65.67)

0.322

 Hemoglobin (mg/dL)

13.86 (1.66)

14.05 (1.60)

0.023

13.28 (1.61)

14.02 (1.61)

0.007

  1. AST aspartate aminotransferase, ALT alanine aminotransferase, BMI body mass index, BUN blood urea nitrogen, DBP diastolic blood pressure, DM diabetes mellitus, DME diabetic macular edema, DR diabetic retinopathy, SBP systolic blood pressure, WBC white blood cell count