Case Control Study
Copyright ©The Author(s) 2025.
World J Diabetes. May 15, 2025; 16(5): 102094
Published online May 15, 2025. doi: 10.4239/wjd.v16.i5.102094
Table 1 Baseline characteristics of the study participants, KNHANES 2019 to 2021
Characteristics
No diabetic kidney disease
Diabetic kidney disease
P value
Unweighted number1688615
Weighed number34790661193443
Age, years59.13 ± 0.3764.09 ± 0.67< 0.001
    20-396.79 (0.87)2.83 (0.82)< 0.001
    40-6459.39 (1.36)44.06 (2.52)
    ≥ 6533.83 (1.27)53.11 (2.53)
Sex (male)57.73 (1.43)59.52 (2.26)0.5045
Smoking0.3969
    Never48.70 (1.48)49.24 (2.30)
    Former30.38 (1.37)27.37 (2.09)
    Current20.92 (1.30)23.39 (2.08)
Alcohol consumption0.2791
    Never33.46 (1.31)37.59 (2.34)
    Mild54.50 (1.40)50.61 (2.40)
    Heavy12.04 (0.95)11.80 (1.59)
Duration of diabetes mellitus, years< 0.0001
    New onset36.80 (1.41)24.51 (2.10)
    < 525.06 (1.18)17.89 (1.80)
    5-1015.41 (1.11)15.69 (1.75)
    10-1511.15 (0.92)15.56 (1.75)
    15-206.25 (0.67)8.04 (1.26)
    ≥ 205.34 (0.55)18.30 (1.70)
Hemoglobin A1C (%)7.09 ± 0.047.62 ± 0.08< 0.0001
    < 6.524.42 (1.2)22.92 (2.06)
    6.5-735.38 (1.32)19.48 (1.76)
    7-825.74 (1.29)26.21 (2.17)
    8-97.67 (0.80)13.31 (1.62)
    9-102.52 (0.45)7.07 (1.12)
    ≥ 104.27 (0.66)11.01 (1.69)
eGFR (mL/min/1.73 m2)91.89 ± 0.4176.94 ± 1.17< 0.0001
UACR (mg/g)9.35 ± 0.16201.98 ± 19.42< 0.0001
Regular physical activity39.11 (1.44)31.96 (2.18)0.0056
Cardiovascular disease10.23 (0.83)13.78 (1.52)0.0358
Hypertension53.07 (1.54)71.67 (2.30)< 0.0001
Dyslipidemia47.81 (1.42)50.12 (2.54)0.4134
WC (cm)90.86 ± 0.2991.35 ± 0.470.3835
Height (cm)163.85 ± 0.28163.06 ± 0.460.1502
Weight (cm)69.89 ± 0.4268.51 ± 0.720.1013
BMI (kg/m2)25.9 ± 0.1225.6 ± 0.190.1753
Fasting glucose (mg/dL)134.66 ± 1.08146.82 ± 2.66< 0.0001
Total cholesterol (mg/dL)176.62 ± 1.21173.27 ± 2.230.1726
Table 2 Odds ratio of diabetic kidney disease according to duration or severity of diabetes mellitus
Group
Percentage (SE)
Unadjusted, OR (95%CI)
Model 1, OR (95%CI)1
Model 2, OR (95%CI)2
Duration of diabetes mellitus (years)
    New onset18.60 (1.71)1 (reference)1 (reference)1 (reference)
    < 519.68 (1.96)1.072 (0.766, 1.501)0.975 (0.699, 1.361)0.958 (0.684, 1.342)
    5-1025.89 (2.83)1.529 (1.068, 2.189)1.412 (0.983, 2.028)1.398 (0.963, 2.031)
    10-1532.38 (3.36)2.096 (1.461, 3.006)1.865 (1.286, 2.704)1.849 (1.272, 2.688)
    15-2030.64 (4.09)1.933 (1.247, 2.998)1.497 (0.958, 2.340)1.489 (0.959, 2.312)
    ≥ 2054.03 (3.73)5.144 (3.621, 7.306)3.759 (2.609, 5.416)3.765 (2.602, 5.449)
P for trend< 0.001< 0.001< 0.001
Hemoglobin A1C (%)
    < 6.524.36 (2.12)1 (reference)1 (reference)1 (reference)
    6.5-715.88 (1.61)0.586 (0.429, 0.802)0.587 (0.429, 0.803)0.598 (0.436, 0.82)
    7-825.89 (2.12)1.085 (0.782, 1.505)1.142 (0.822, 1.586)1.193 (0.854, 1.666)
    8-937.33 (4.01)1.850 (1.233, 2.775)2.141 (1.404, 3.263)2.307 (1.493, 3.567)
    9-1049.03 (6.03)2.988 (1.771, 5.040)3.873 (2.282, 6.573)4.588 (2.661, 7.911)
    ≥ 1046.95 (5.91)2.749 (1.639, 4.611)4.588 (2.633, 7.994)4.911 (2.795, 8.630)
P for trend< 0.001< 0.001< 0.001
Table 3 Odds ratio of kidney outcomes according to duration or severity of diabetes mellitus
GroupeGFR < 60 mL/min/1.73 m2
UACR ≥ 30 mg/g Cr
Percentage (SE)
Adjusted, OR (95%CI)
Percentage (SE)
Adjusted, OR (95%CI)
Duration of diabetes mellitus (years)
    New onset3.22 (0.68)1 (reference)16.11 (1.67)1 (reference)
    < 55.76 (1.03)1.349 (0.740, 2.459)15.57 (1.85)0.917 (0.627, 1.343)
    5-106.46 (1.35)1.578 (0.826, 3.014)22.28 (2.62)1.456 (0.987, 2.148)
    10-158.04 (1.88)1.877 (0.950, 3.711)29.19 (3.25)2.057 (1.394, 3.034)
    15-207.21 (1.91)1.112 (0.538, 2.297)27.02 (3.98)1.729 (1.080, 2.767)
    ≥ 2028.46 (3.68)4.875 (2.626, 9.050)41.93 (3.73)3.351 (2.243, 5.009)
P for trend< 0.001< 0.001
Hemoglobin A1C (%)
    < 6.59.28 (1.33)1 (reference)18.47 (1.97)1 (reference)
    6.5-76.19 (0.96)0.693 (0.423, 1.134)11.85 (1.37)0.606 (0.423, 0.869)
    7-86.49 (1.13)0.808 (0.482, 1.352)22.50 (1.96)1.377 (0.966, 1.964)
    8-98.90 (2.35)1.387 (0.688, 2.797)35.20 (3.96)2.793 (1.792, 4.353)
    9-108.47 (3.38)1.487 (0.529, 4.178)47.09 (5.99)5.288 (3.078, 9.085)
    ≥ 106.42 (2.62)1.788 (0.679, 4.711)43.46 (5.91)4.945 (2.832, 8.635)
P for trend0.1786< 0.001
Table 4 Subgroup analysis of odds ratio for diabetic kidney disease according to age, sex and hypertension
Group
Subgroup
Percentage (SE)
Adjusted, OR (95%CI)
Subgroup
Percentage (SE)
Adjusted, OR (95%CI)
P for interaction
Duration of DM (years)< 65 years≥ 65 years0.1113
    New onset16.51 (2.04)1 (reference)24.26 (3.06)1 (reference)
    < 513.51 (2.28)0.772 (0.472, 1.260)31.96 (3.53)1.312 (0.849, 2.029)
    5-1020.21 (3.65)1.281 (0.739, 2.219)35.31 (4.15)1.680 (1.040, 2.713)
    10-1532.41 (4.99)2.317 (1.349, 3.980)32.33 (4.23)1.576 (0.951, 2.612)
    15-2021.08 (6.25)1.311 (0.572, 3.005)36.70 (5.18)1.785 (1.011, 3.152)
    ≥ 2055.29 (8.71)5.694 (2.708, 11.974)53.68 (4.21)3.644 (2.293, 5.792)
Hemoglobin A1C (%)0.1732
    < 6.516.88 (2.62)1 (reference)33.95 (3.18)1 (reference)
    6.5-77.98 (1.64)0.419 (0.238, 0.735)27.12 (2.9)0.761 (0.510, 1.137)
    7-819.03 (2.63)1.117 (0.659, 1.893)36.79 (3.32)1.306 (0.873, 1.954)
    8-930.67 (5.11)2.193 (1.155, 4.165)49.57 (5.88)2.527 (1.501, 4.256)
    9-1041.61 (7.35)4.166 (2.065, 8.404)66.52 (8.15)4.587 (1.914, 10.993)
    ≥ 1046.55 (6.63)4.911 (2.567, 9.394)48.96 (11.36)2.417 (0.947, 6.170)
Duration of DM (years)MaleFemale0.2914
    New onset20.86 (2.34)1 (reference)15.14 (2.18)1 (reference)
    < 519.70 (2.64)0.827 (0.536, 1.277)19.64 (2.88)1.218 (0.738, 2.01)
    5-1024.70 (3.96)1.116 (0.668, 1.865)27.24 (3.80)1.964 (1.155, 3.338)
    10-1534.57 (4.75)1.754 (1.061, 2.900)29.24 (4.35)1.996 (1.183, 3.366)
    15-2026.28 (5.12)1.015 (0.563, 1.828)36.23 (6.40)2.543 (1.325, 4.882)
    ≥ 2059.20 (5.08)3.970 (2.338, 6.739)48.47 (5.35)3.783 (2.235, 6.402)
Hemoglobin A1C (%)0.7956
    < 6.527.10 (3.07)1 (reference)20.68 (2.73)1 (reference)
    6.5-715.65 (2.15)0.501 (0.326, 0.769)16.17 (2.19)0.750 (0.467, 1.207)
    7-824.22 (2.77)0.962 (0.611, 1.516)28.29 (3.14)1.574 (0.997, 2.486)
    8-935.79 (5.23)1.992 (1.090, 3.643)39.67 (5.91)3.047 (1.651, 5.625)
    9-1051.09 (8.14)4.135 (2.040, 8.382)45.17 (8.34)5.387 (2.278, 12.741)
    ≥ 1047.75 (7.58)4.482 (2.210, 9.089)45.48 (8.99)5.662 (2.099, 15.276)
Duration of DM (years)No hypertensionHypertension0.6858
    New onset13.17 (2.10)1 (reference)23.73 (2.74)1 (reference)
    < 511.39 (2.83)0.827 (0.425, 1.608)25.48 (2.74)0.987 (0.66, 1.477)
    5-1022.03 (4.45)1.941 (1.031, 3.655)28.72 (3.55)1.169 (0.748, 1.827)
    10-1519.92 (4.61)1.689 (0.855, 3.334)40.21 (4.56)1.938 (1.206, 3.114)
    15-2019.78 (5.81)1.601 (0.732, 3.501)36.28 (5.53)1.448 (0.82, 2.558)
    ≥ 2042.89 (7.31)4.648 (2.269, 9.518)59.05 (4.16)3.338 (2.127, 5.238)
Hemoglobin A1C (%)0.7324
    < 6.516.55 (3.08)1 (reference)29.14 (2.88)1 (reference)
    6.5-78.00 (1.78)0.426 (0.233, 0.782)21.3 (2.24)0.686 (0.481, 0.978)
    7-815.05 (2.59)0.872 (0.475, 1.601)33.67 (2.98)1.421 (0.962, 2.098)
    8-927.97 (5.87)1.98 (0.961, 4.078)45.71 (5.38)2.553 (1.551, 4.201)
    9-1036.83 (8.11)3.323 (1.44, 7.669)65.61 (7.89)5.473 (2.588, 11.574)
    ≥ 1035.68 (7.52)3.381 (1.469, 7.782)58.71 (8.69)6.784 (3.019, 15.246)