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Table 1 Comparison of clinical features among development and validation data sets

From: A machine learning-assisted model for renal urate underexcretion with genetic and clinical variables among Chinese men with gout

Parameters

Development

Validation

Number

1238

2023

Age, years

42 (32–53)

43 (33–57)**

BMI, kg/m2

27.0 (24.8–29.3)

26.0 (24.1–28.4)**

SBP, mmHg

129 (120–140)

130 (120–140)

DBP, mmHg

81 (75–90)

82 (77–90)**

SU, μmol/L

522 (462–585)

522 (455–589)

Glu, mmol/L

5.38 (5.00–5.77)

5.46 (5.13–5.90)**

TG, mmol/L

1.73 (1.22–2.50)

1.99 (1.39–2.88)**

TC, mmol/L

4.80 (4.26–5.44)

4.89 (4.30–5.52)

LDL-C, mmol/L

3.46 (2.88–4.04)

3.06 (2.52–3.61)**

HDL-C, mmol/L

1.05 (0.89–1.22)

1.02 (0.89–1.19)

BUN, mmol/L

4.29 (3.60–5.10)

4.60 (3.90–5.40)**

sCr, μmol/L

81.00 (73.00–90.00)

85.00 (76.00–95.00)**

eGFR, ml/min/1.73 m2

96.3 (84.9–110.1)

90.9 (78.5–105.7)**

Tophi, n (%)

380 (37.1)

-

Nephrolithiasis, n (%)

173 (17.9)

715 (35.3)**

Hypertension, n (%)

215 (21.5)

142 (7.0)**

Cardiovascular disease, n (%)

20 (2.0)

36 (1.8)

Diabetes mellitus, n (%)

24 (2.4)

30 (1.5)

Smoking, n (%)

355 (35.6)

705 (35.1)

Drinking, n (%)

749 (74.9)

1022 (50.7)**

Family historya, n (%)

503 (49.2)

-

FEUA, %

4.2 (3.4–5.0)

4.0 (3.3–4.9)*

Adjusted FEUAb, %

4.21 (0.99)

4.26 (1.37)

RUE, n (%)

83.4%

83.0%

  1. Parameters are displayed with mean (standard deviation) or median (interquartile range)
  2. BMI Body mass index, SBP Systemic blood pressure, DBP Diastolic blood pressure, SU Serum urate, Glu Fasting blood glucose, TG Triglyceride, TC Total cholesterol, LDL-C Low-density lipoprotein-cholesterol, HDL-C High-density lipoprotein-cholesterol, BUN Blood urea nitrogen, sCr Serum creatinine, eGFR Estimated glomerular filtration rate, FEUA Fractional excretion of urinary urate, UUE 24-h urinary urate amount
  3. *Compared with the development data set, p<0.05; **compared with the development data set, p<0.001
  4. aFamily history of gout, hyperuricemia, diabetes mellitus, hypertension or cardiovascular disease
  5. bAdjusted for age, BMI, SU, Glu, TG, BUN, sCr, nephrolithiasis, hypertension, cardiovascular disease, and tophi; -, data missing