Model combining pre-transplant tumor biomarkers and tumor size shows more utility in predicting hepatocellular carcinoma recurrence and survival than the BALAD models

World J Gastroenterol. 2018 Mar 28;24(12):1321-1331. doi: 10.3748/wjg.v24.i12.1321.

Abstract

Aim: To assess the performance of BALAD, BALAD-2 and their component biomarkers in predicting outcome of hepatocellular carcinoma (HCC) patients after liver transplant.

Methods: BALAD score and BALAD-2 class are derived from bilirubin, albumin, alpha-fetoprotein (AFP), Lens culinaris agglutinin-reactive AFP (AFP-L3), and des-gamma-carboxyprothrombin (DCP). Pre-transplant AFP, AFP-L3 and DCP were measured in 113 patients transplanted for HCC from 2000 to 2008. Hazard ratios (HR) for recurrence and death were calculated. Univariate and multivariate regression analyses were conducted. C-statistics were used to compare biomarker-based to predictive models.

Results: During a median follow-up of 12.2 years, 38 patients recurred and 87 died. The HRs for recurrence in patients with elevated AFP, AFP-L3, and DCP defined by BALAD cut-off values were 2.42 (1.18-5.00), 1.86 (0.98-3.52), and 2.83 (1.42-5.61), respectively. For BALAD, the HRs for recurrence and death per unit increased score were 1.48 (1.15-1.91) and 1.59 (1.28-1.97). For BALAD-2, the HRs for recurrence and death per unit increased class were 1.45 (1.06-1.98) and 1.38 (1.09-1.76). For recurrence prediction, the combination of three biomarkers had the highest c-statistic of 0.66 vs. 0.64, 0.61, 0.53, and 0.53 for BALAD, BALAD-2, Milan, and UCSF, respectively. Similarly, for death prediction, the combination of three biomarkers had the highest c-statistic of 0.66 vs 0.65, 0.61, 0.52, and 0.50 for BALAD, BALAD-2, Milan, and UCSF. A new model combining biomarkers with tumor size at the time of transplant (S-LAD) demonstrated the highest predictive capability with c-statistics of 0.71 and 0.69 for recurrence and death.

Conclusion: BALAD and BALAD-2 are valid in transplant HCC patients, but less predictive than the three biomarkers in combination or the three biomarkers in combination with maximal tumor diameter (S-LAD).

Keywords: AFP-L3; Alpha-fetoprotein; BALAD; BALAD-2; Des-gamma-carboxyprothrombin; Hepatocellular carcinoma; Liver transplant; Outcome; Recurrence.

Publication types

  • Comparative Study
  • Evaluation Study

MeSH terms

  • Biomarkers, Tumor / blood*
  • Carcinoma, Hepatocellular / blood
  • Carcinoma, Hepatocellular / mortality
  • Carcinoma, Hepatocellular / pathology*
  • Carcinoma, Hepatocellular / surgery
  • Female
  • Follow-Up Studies
  • Humans
  • Liver Neoplasms / blood
  • Liver Neoplasms / mortality
  • Liver Neoplasms / pathology*
  • Liver Neoplasms / surgery
  • Liver Transplantation*
  • Male
  • Middle Aged
  • Models, Biological
  • Neoplasm Recurrence, Local / epidemiology*
  • Prognosis
  • Proportional Hazards Models
  • Retrospective Studies
  • Severity of Illness Index
  • Treatment Outcome

Substances

  • Biomarkers, Tumor