Table 3.
Logistic regression screening for independent diagnostic biomarkers
| Factors | β | Standard error | Chi-square value | P value | OR | 95% CI | |
|---|---|---|---|---|---|---|---|
|
| |||||||
| Lower bound | Upper bound | ||||||
| FBG (mmol/L) | -0.019 | 0.020 | 0.870 | 0.351 | 0.981 | 0.943 | 1.021 |
| HDL (mmol/L) | 0.036 | 0.051 | 0.506 | 0.477 | 1.037 | 0.939 | 1.145 |
| LDL (mmol/L) | -0.094 | 0.106 | 0.799 | 0.371 | 0.910 | 0.74 | 1.119 |
| VLDL (mmol/L) | -0.815 | 0.501 | 2.644 | 0.104 | 0.442 | 0.166 | 1.182 |
| TG (mmol/L) | -0.199 | 0.219 | 0.828 | 0.363 | 0.819 | 0.533 | 1.259 |
| PSA (ng/mL) | -0.866 | 0.619 | 1.956 | 0.162 | 0.421 | 0.125 | 1.416 |
| Neu (×109/L) | 0.345 | 0.248 | 1.929 | 0.165 | 1.412 | 0.868 | 2.296 |
| PLT (×109/L) | 0.196 | 0.027 | 51.967 | <0.001 | 1.216 | 1.153 | 1.282 |
| Mono (×109/L) | -1.486 | 0.368 | 16.341 | <0.001 | 0.226 | 0.110 | 0.465 |
| Lym (×109/L) | -0.007 | 0.016 | 0.183 | 0.669 | 0.993 | 0.962 | 1.025 |
| CRP (mg/L) | 4.155 | 1.123 | 13.699 | <0.001 | 63.736 | 7.061 | 575.296 |
| CK (U/L) | 1.641 | 2.713 | 0.366 | 0.545 | 5.162 | 0.025 | 1052.073 |
| CK-MB (U/L) | 0.270 | 0.100 | 7.306 | 0.007 | 1.310 | 1.077 | 1.593 |
| ApoA1 (g/L) | 0.004 | 0.006 | 0.546 | 0.460 | 1.004 | 0.993 | 1.015 |
| NLR | 0.082 | 0.041 | 3.897 | 0.048 | 1.085 | 1.001 | 1.177 |
| MLR | 3.743 | 4.337 | 0.745 | 0.388 | 42.234 | 0.009 | 207667.742 |
| PLR | 1.096 | 0.248 | 19.484 | <0.001 | 2.993 | 1.839 | 4.869 |
| SII | -4.844 | 5.877 | 0.679 | 0.410 | 0.008 | <0.001 | 792.227 |
| SIRI | 0.004 | 0.005 | 0.722 | 0.396 | 1.004 | 0.994 | 1.015 |
| NAR | <0.001 | 0.003 | 0.005 | 0.945 | 1.000 | 0.994 | 1.006 |
Note: FBG, fasting blood glucose; HDL, high-density lipoprotein; LDL, low-density lipoprotein; VLDL, very low-density lipoprotein; TG, triglycerides; PSA, prostate-specific antigen; Neu, neutrophil count; Lym, lymphocyte count; Mono, monocyte count; PLT, platelet count; CRP, C-reactive protein; CK, creatine kinase; CKMB, creatine kinase-MB; ApoA1, apolipoprotein A1; NLR, neutrophil-to-lymphocyte ratio; MLR, monocyte-to-lymphocyte ratio; PLR, platelet-to-lymphocyte ratio; SII, systemic immune inflammation index; SIRI, system inflammation response index; NAR, neutrophil-albumin ratio.