3D Quantitative tumour burden analysis in patients with hepatocellular carcinoma before TACE: comparing single-lesion vs. multi-lesion imaging biomarkers as predictors of patient survival

Eur Radiol. 2016 Sep;26(9):3243-52. doi: 10.1007/s00330-015-4168-3. Epub 2016 Jan 13.

Abstract

Objectives: To compare the ability of single- vs. multi-lesion assessment on baseline MRI using 1D- and 3D-based measurements to predict overall survival (OS) in patients with hepatocellular carcinoma (HCC) before transarterial chemoembolization (TACE).

Methods: This retrospective analysis included 122 patients. A quantitative 3D analysis was performed on baseline MRI to calculate enhancing tumour volume (ETV [cm(3)]) and enhancing tumour burden (ETB [%]) (ratio between ETV [cm(3)] and liver volume). Furthermore, enhancing and overall tumour diameters were measured. Patients were stratified into two groups using thresholds derived from the BCLC staging system. Statistical analysis included Kaplan-Meier plots, uni- and multivariate cox proportional hazard ratios (HR) and concordances.

Results: All methods achieved good separation of the survival curves (p < 0.05). Multivariate analysis showed an HR of 5.2 (95 % CI 3.1-8.8, p < 0.001) for ETV [cm(3)] and HR 6.6 (95 % CI 3.7-11.5, p < 0.001) for ETB [%] vs. HR 2.6 (95 % CI 1.2-5.6, p = 0.012) for overall diameter and HR 3.0 (95 % CI 1.5-6.3, p = 0.003) for enhancing diameter. Concordances were highest for ETB [%], with no added predictive power for multi-lesion assessment (difference between concordances not significant).

Conclusion: 3D quantitative assessment is a stronger predictor of survival as compared to diameter-based measurements. Assessing multiple lesions provides no substantial improvement in predicting OS than evaluating the dominant lesion alone.

Key points: • 3D quantitative tumour assessment on baseline MRI predicts survival in HCC patients. • 3D quantitative tumour assessment predicts survival better than any current radiological method. • Multiple lesion assessment provides no improvement than evaluating the dominant lesion alone. • Measuring enhancing tumour volume in proportion to liver volume reflects tumour burden.

Keywords: 3D; HCC; Segmentation; TACE; Tumour burden.

Publication types

  • Comparative Study

MeSH terms

  • Aged
  • Biomarkers
  • Carcinoma, Hepatocellular / diagnostic imaging
  • Carcinoma, Hepatocellular / pathology*
  • Carcinoma, Hepatocellular / therapy
  • Chemoembolization, Therapeutic*
  • Female
  • Humans
  • Imaging, Three-Dimensional / methods*
  • Liver / diagnostic imaging
  • Liver / pathology
  • Liver Neoplasms / diagnostic imaging
  • Liver Neoplasms / pathology*
  • Liver Neoplasms / therapy
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Proportional Hazards Models
  • Retrospective Studies
  • Survival Analysis
  • Tumor Burden*

Substances

  • Biomarkers