01 July 2025 : Clinical Research
Model Construction for Predicting Preoperative Microvascular Invasion of Hepatocellular Carcinoma by Gadoxetic Acid Disodium-Enhanced Magnetic Resonance Imaging Combined with Serology
Siman Sheng ABCDEF 1, Xu Fu ABCDEF 2, Mengjie Li ABCDEF 1, Wei Ye BCDE 3, Xiaoyu Chen BCDEF 3, Chuang Chen ABCDEFG 1*DOI: 10.12659/MSM.947809
Med Sci Monit 2025; 31:e947809
Table 2 Logistic univariate and multivariate regression analysis of training group.
| Characteristic | Single factor analysis | Multifactor analysis | ||||
|---|---|---|---|---|---|---|
| OR | 95% CI | P value | OR | 95% CI | P value | |
| Sex | 0.600 | 0.206–1.750 | 0.350 | |||
| Age | 1.033 | 0.991–1.078 | 0.127 | |||
| WBC | 1.038 | 0.852–1.264 | 0.714 | |||
| PLT | 1.003 | 0.995–1.010 | 0.499 | |||
| ALT | 0.997 | 0.988–1.006 | 0.452 | |||
| AST | 1.002 | 0.991–1.014 | 0.686 | |||
| TBil | 0.959 | 0.902–1.020 | 0.188 | |||
| AFP | 1.002 | 1.000–1.005 | 0.026 | 1.002 | 1.000–1.005 | 0.052 |
| ALP | 0.998 | 0.990–1.007 | 0.730 | |||
| PLR | 0.995 | 0.988–1.002 | 0.180 | |||
| NLR | 0.824 | 0.673–1.010 | 0.062 | |||
| CAR | 26.971 | 5.568–30.568 | 0.004 | 35.312 | 3.064–43.293 | 0.029 |
| HBsAg | 1.097 | 0.441–2.728 | 0.842 | |||
| Size | 1.132 | 0.99–1.294 | 0.069 | |||
| Tumor typing | 2.403 | 0.934–6.178 | 0.069 | |||
| Arterial phase | ||||||
| Peritumoral enhancement | 2.867 | 0.868–9.465 | 0.084 | |||
| Periarterial high signal ring | 2.449 | 0.907–6.617 | 0.077 | |||
| Hepatobiliary phase | ||||||
| Tumor signal | 2.459 | 1.005–6.016 | 0.049 | 3.559 | 1.206–10.499 | 0.021 |
| Peritumoral hypointensity | 15.667 | 1.881–130.456 | 0.011 | 15.296 | 1.741–134.358 | 0.014 |
| WBC – white blood cell; ALT – alanine aminotransferase; AST – aspartate aminotransferase; TBil – total bilirubin; AFP – alpha-fetoprotein; ALP – alkaline phosphatase; PLR – platelet to lymphocyte ratio; NLR – neutrophil to lymphocyte ratio; CAR – C-reactive protein to albumin ratio; HBsAg – hepatitis B virus surface antigen; OR – odds ratio; 95% CI – 95% confidence interval. | ||||||






