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Table 1 Baseline demographic, clinical, and biological characteristics of patients who progressed to diabetic kidney disease and those who did not

From: A SuperLearner approach for predicting diabetic kidney disease upon the initial diagnosis of T2DM in hospital

Characteristics

DKD (N = 563)

Non-DKD (N = 2728)

p-value

Demographics (N = 2)

   

Age

66 (54–75)

60 (50–68)

< 0.001

Gender

  

0.413

 Female

256

1295

 

 Male

307

1433

 

Lifestyle (N = 2)

   

 is_drinking

62 (11.01%)

360 (13.20%)

0.180

 is_smoking

106 (18.83%)

518 (18.99%)

0.977

Blood routine (N = 21)

   

 WBC_Cnt

6.1 (5.1–7.8)

6.3 (5.2–7.7)

0.495

 Neut_Cnt

3.8 (2.9–5.1)

3.8 (2.9–5)

0.724

 Hct

39.4 (36–42.6)

40.5 (37.5–43.9)

< 0.001

 Hb

133 (121–145)

137.5 (127–150)

< 0.001

 Lymph_Per

27.3 (20.9–33.55)

29.2 (22.6–35.6)

< 0.001

 Baso_Cnt

0.02 (0–0.03)

0.02 (0.01–0.03)

< 0.001

 RBC_Cnt

4.26 (3.89–4.71)

4.44 (4.10–4.85)

< 0.001

 MCV

91.9 (88.9–95.1)

91.2 (88.48–93.8)

< 0.001

 Lymph_Cnt

1.6 (1.3–2.1)

1.8 (1.4–2.2)

< 0.001

 MCH

31.1 (29.8–32.3)

31 (30–32)

0.436

 Neut_Per

62.8 (56–70.15)

61.7 (54.7–68.6)

0.049

 Mono_Cnt

0.4 (0.3–0.5)

0.4 (0.3–0.5)

0.001

 Mono_Per

6.8 (5.5–8.1)

6.1 (5.1–7.5)

< 0.001

 PDW

16.5 (16.2–16.9)

16.4 (16.1–16.7)

< 0.001

 Eos_Per

1.8 (0.9–3)

1.6 (0.9–2.7)

0.104

 PLTHct

0.19 (0.15–0.22)

0.2 (0.16–0.23)

< 0.001

 MCHC

338 (332.75–343.25)

340 (334–346)

< 0.001

 PLT_Cnt

190 (154–230)

198.75 (163–239.6)

< 0.001

 MPV

9.8 (9.1–10.75)

9.8 (9–10.7)

0.632

 Baso_Per

0.4 (0.3–0.6)

0.4 (0.3–0.6)

0.454

 RDWCV

13 (12.6–13.5)

12.8 (12.4–13.4)

< 0.001

Biochemical analysis (N = 13)

   

 LDL

2.27 (1.75–2.76)

2.45 (1.91–3.01)

< 0.001

 TC

4.34 (3.7–5.09)

4.58 (3.86–5.27)

< 0.001

 Crea

61 (51–73)

59 (49.875–69)

< 0.001

 HbA1c

7.6 (6.5–9.6)

7.4 (6.5–9)

0.118

 HDL

1.13 (0.9–1.355)

1.185 (0.99–1.43)

< 0.001

 TBIL

10.5 (7.65–14)

11.1 (8.3–15)

< 0.001

 PA

236.9 (192.65–286.55)

242.8 (196.675–291.225)

0.248

 TG

1.43 (1.055–2.06)

1.44 (1.02–2.1)

0.838

 ALT

19 (13–29)

21 (14–32)

< 0.001

 AST

19 (16–27)

20 (16–27)

0.966

 ASTALT

1 (0.8–1.4)

0.9 (0.7–1.2)

< 0.001

 Ca

2.23 (2.13–2.32)

2.25 (2.16–2.34)

< 0.001

 Eos_Cnt

0.1 (0.06–0.2)

0.1 (0.05–0.17)

0.124

Urinalysis (N = 7)

   

 pH

6.5 (6–7)

6 (5.5–6.5)

< 0.001

 glu_qual

204 (36.23%)

1058 (38.78%)

0.278

 ket_qual

47 (8.35%)

299 (10.96%)

0.078

 uro_qual

6 (1.07%)

23 (0.843%)

0.790

 nit_qual

15 (2.66%)

48 (1.76%)

0.209

 ob_qual

69 (12.26%)

287 (10.52%)

0.257

 bil_qual

3 (0.533%)

8 (0.293%)

0.620

Blood coagulation function (N = 1)

   

 DDimer

133 (78–268.5)

105 (61.75–202)

< 0.001

  1. Continuous variables are presented as medians (interquartile ranges), and categorical variables are presented as counts (percentages). The abbreviations of all analytical variables are detailed in Table S1