A novel and validated prognostic nomogram based on liver fibrosis and tumor burden for patients with hepatocellular carcinoma after curative resection

J Surg Oncol. 2018 Mar;117(4):625-633. doi: 10.1002/jso.24895. Epub 2017 Nov 22.

Abstract

Background and objectives: Most conventional staging systems were formulated concerning the tumor burden rather than the severity of liver fibrosis, which plays a central role in tumor promotion. The aim of this study was to formulate a prognostic nomogram comprehensively considering these two aspects for HCC after hepatectomy.

Methods: The prognostic significances of the four indicators namely laminin, hyaluronic acid, human procollagen type-III, and collagen type-IV that reflect liver fibrosis were explored in two independent cohorts. A nomogram was established based on the results of multivariate analysis. The predictive accuracy of the nomogram was measured by concordance index (C-index) and calibration. The decision curve analysis (DCA) was used to evaluate the clinical benefit of the nomogram.

Results: Preoperative serum laminin level is an independent prognostic factor for overall survival in HCC patients after resection. The C-indices of the nomogram in the training and validation cohorts were 0.779 and 0.719, respectively. The calibration showed optimal agreement between the prediction by nomogram and actual observation. Moreover, the C-indices and DCA revealed that the nomogram provided better clinical benefit compared with the BCLC stage, CLIP score, and AJCC 7th edition.

Conclusions: The prognostic nomogram constructed on laminin represents a superior predictive model.

Keywords: hepatocellular carcinoma; laminin; liver fibrosis; nomogram; prognostic factors.

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Carcinoma, Hepatocellular / blood*
  • Carcinoma, Hepatocellular / pathology
  • Carcinoma, Hepatocellular / surgery*
  • Cohort Studies
  • Collagen Type III / blood
  • Collagen Type IV / blood
  • Decision Support Techniques
  • Female
  • Humans
  • Hyaluronic Acid / blood
  • Laminin / blood
  • Liver Cirrhosis / blood*
  • Liver Cirrhosis / pathology
  • Liver Neoplasms / blood*
  • Liver Neoplasms / pathology
  • Liver Neoplasms / surgery*
  • Male
  • Middle Aged
  • Nomograms*
  • Reproducibility of Results
  • Retrospective Studies
  • Young Adult

Substances

  • Collagen Type III
  • Collagen Type IV
  • Laminin
  • Hyaluronic Acid