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. 2023 Jun 12;22:137. doi: 10.1186/s12933-023-01876-7

Table 4.

A multilinear regression model of VFA in T2DM patients

Multilinear Regression R 0.446 R2 0.199 Adjusted R2 0.197 Tolerance VIF
Variables B SE β t Sig.
Constant 49.009 4.220 11.614 < 0.001
Male 1.345 1.227 0.015 1.096 0.273 0.857 1.167
Age 0.202 0.053 0.052 3.837 < 0.001 0.916 1.091
Hypertension 17.070 1.144 0.200 14.918 < 0.001 0.936 1.069
Smoking 1.467 1.359 0.016 1.080 0.280 0.771 1.298
Drinking 9.812 1.310 0.110 7.491 < 0.001 0.776 1.289
Fasting insulin 0.057 0.023 0.038 2.456 0.014 0.707 1.414
2 h postprandial insulin 0.009 0.007 0.021 1.323 0.186 0.697 1.434
Fasting C-peptide 5.838 0.409 0.218 14.278 < 0.001 0.722 1.385
2 h postprandial C-peptide 0.284 0.117 0.036 2.424 0.015 0.748 1.337
Triglyceride 3.716 0.406 0.144 9.144 < 0.001 0.685 1.460
Total cholesterol 1.531 0.713 0.044 2.147 0.032 0.396 2.527
High density lipoprotein cholesterol -9.469 1.542 -0.090 -6.141 < 0.001 0.789 1.267
Low density lipoprotein cholesterol 2.513 0.850 0.056 2.955 0.003 0.463 2.160

Abbreviations: SE, stand error; Sig, significance. VIF, variance inflation factor: an indicator for diagnosis of collinearity