Preoperative prediction of microvascular invasion in hepatocellular carcinoma ≤5 cm based on contrast-enhanced ultrasound features and LI-RADS categorization: a multicenter study - Report - MDSpire

Preoperative prediction of microvascular invasion in hepatocellular carcinoma ≤5 cm based on contrast-enhanced ultrasound features and LI-RADS categorization: a multicenter study

  • By

  • Qian Zhang

  • Chuan Pang

  • Zhilong Liu

  • Ruining Wang

  • Wenwen Fan

  • Yufang Zhao

  • Yanjing Zhang

  • Ping Liang

  • Liping Liu

  • July 16, 2026

Share

Clinical Report: Preoperative Assessment of Microvascular Invasion in HCC

Overview

This study investigates the predictive value of contrast-enhanced ultrasound (CEUS) features and LI-RADS classification for microvascular invasion (MVI) in hepatocellular carcinoma (HCC) ≤5 cm.

Background

Hepatocellular carcinoma (HCC) is a leading cause of cancer-related mortality, with high recurrence rates post-surgery. Microvascular invasion (MVI) is a significant risk factor for poor prognosis and recurrence, making its preoperative identification essential for treatment planning. Advancements in imaging techniques, particularly CEUS and LI-RADS, offer potential for noninvasive assessment of MVI.

Data Highlights

ParameterValue
Patients Enrolled261
MVI-positive Patients85 (32.57%)
AUC (Derivation Cohort)0.880 (95% CI: 0.832–0.929)
AUC (Validation Cohort)0.832 (95% CI: 0.703–0.960)

Key Findings

  • 85 out of 261 patients (32.57%) were found to be MVI-positive.
  • Significant predictors of MVI included AFP, tumor margin, enhanced homogeneity, mosaic pattern, and LI-RADS classification.
  • The combined predictive model achieved an AUC of 0.880 in the derivation cohort.
  • Calibration curves indicated agreement between predicted and observed MVI outcomes.
  • Decision curve analysis confirmed the model's net benefits.

Clinical Implications

Accurate preoperative evaluation of MVI may improve surgical planning.

Conclusion

The integration of CEUS features and LI-RADS classification provides a method for predicting MVI in HCC patients.

Related Resources & Content

  1. European Radiology, 2024 -- Key Insights on Diagnosing Hepatocellular Carcinoma: ESGAR's Practice Guidelines
  2. European Radiology, 2024 -- MRI-Based Assessment for Predicting Microvascular Invasion and High Tumor Grade in Solitary HCC ≤ 5 cm
  3. European Radiology, 2025 -- Analysis of 3D Fractal Dimensions in CT Imaging for Predicting Microvascular Invasion in Hepatocellular Carcinoma
  4. EASL Clinical Practice Guidelines on the management of hepatocellular carcinoma, 2024
  5. European Radiology — Imaging Characteristics of Newly Recognized Low-Grade Vascular Tumors in the Liver: Hepatic Small Vessel Neoplasm and Anastomosing Hemangioma
  6. Value of high frame rate contrast-enhanced ultrasound in predicting microvascular invasion of hepatocellular carcinoma
  7. CT/MRI LI-RADS 2024 Update: Treatment Response Assessment
  8. EASL Clinical Practice Guidelines on the management of hepatocellular carcinoma

Original Source(s)

Related Content