Retrospective Study
Copyright ©The Author(s) 2025.
World J Diabetes. Jun 15, 2025; 16(6): 105496
Published online Jun 15, 2025. doi: 10.4239/wjd.v16.i6.105496
Table 5 Comparison of risk in the training and test sets for cognitive decline
VariableTraining
Test
Univariate analysis
Multivariate analysis
Univariate analysis
Multivariate analysis
β
OR (95%CI)
P value
β
OR (95%CI)
P value
β
OR (95%CI)
P value
β
OR (95%CI)
P value
Age0.0621.063 (1.011-1.124)0.011.6121.083 (1.012- 1.151)0.010.0771.080 (0.990-1.167)0.050.1611.175 (1.039-1.330)0.01
Male0.1691.245 (0.883-1.862)0.060.2331.258
(0.901-1.983)
0.23
Education level-0.0420.959 (0.872-1.055)0.39-0.1140.814 (0.449-0.760)0.28
Mental work-0.0620.640 (0.013-0.739)0.01-0.0660.610 (0.47-1.22)0.03-0.8930.509 (0.097-0.894)0.02-1.3030.233 (0.065-0.794)< 0.01
Residential region (urban)-0.1220.886 (0.734-0.992)0.700.411.575 (0.961-1.912)0.51
Smoking0.3011.704 (1.311-2.163)0.480.4961.132 (0.908-1.801)0.69
Drinking0.1271.308 (0.293-2.643)0.820.0871.181 (0.764-1.597)0.74
Hypertension0.0681.071 (0.391-2.934)0.190.5221.347 (0.990-1.814)0.41
Cardiovascular disease0.7212.057 (0.922-4.588)0.060.4711.843 (0.891-2.914)0.09
Hearing impairment2.39510.31 (3.10-46.8)0.042.1245.173 (1.302-13.232)0.04
Stroke1.5614.762 (1.573-14.419)< 0.011.6115.010 (1.27-12.908)0.020.9841.292 (0.213-4.858)0.021.1341.456 (0.831-4.762)0.02
Hyperlipidemia0.0431.044 (0.473-2.305)0.810.3121.541
(0.451-2.211)
0.73
BMI0.0371.038 (0.940-1.146)0.460.0311.542
(0.411-2.897)
0.21
Mid-UAC0.0121.012 (0.894-1.145)0.84-0.0140.323
(0.033-2.870)
0.87
6MWT0.1491.161 (0.971-1.389)0.100.2131.245 (1.084-1.913)0.08
Grip strength-0.0330.967 (0.928-1.008)0.11-0.4130.899 (0.414-1.184)0.11
FBG-0.0320.969 (0.852-1.101)0.62-0.0510.914 (0.245-2.181)0.82
HbA1C0.0081.035 (0.873-1.227)0.380.1441.243 (0.324-3.197)0.43
hsCRP0.071.008 (0.979-1.039)0.590.1141.303 (0.441-1.910)0.65
β2-MG0.0941.099 (0.869-1.389)0.430.341.311 (1.046-2.09)0.51
IL-6-0.0130.987 (0.927-1.052)0.690.0111.017 (0.213-3.511)0.81
TCH-0.2590.772 (0.553-1.076)0.12-0.0990.974 (0.423-1.037)0.17
TG0.0031.097 (0.886-1.264)0.970.0131.041 (0.351-2.916)0.78
LDL-C-0.2930.746 (0.502-1.109)0.140.0121.016 (0.688-1.349)0.31
HDL-C0.1931.213 (0.572-2.570)0.610.0911.133 (0.387-3.465)0.83
MNA-SF-based malnutrition1.0632.895 (1.438-5.830)< 0.010.751.680 (1.01-2.146)0.040.9313.465 (1.34-8.331)0.021.0213.193 (0.944-5.523)0.04
IADL-based disability0.9872.683 (1.188-6.061)0.021.1703.203 (1.189-6.06)0.020.6061.833 (0.539-6.294)< 0.010.8332.104 (1.187-6.051)0.03
FRAIL-based frailty phenotype1.1103.033 (0.622-14.785)0.170.9112.933 (0.462-5.097)0.22
Low physical activity0.3711.57 (1.290-2.987)0.410.4321.033 (0.478-3.250)0.51