Development and Validation of a Model to Predict Regression of Large Size Hepatocellular Adenoma

Am J Gastroenterol. 2019 Aug;114(8):1292-1298. doi: 10.14309/ajg.0000000000000182.

Abstract

Introduction: Surgery is advocated in hepatocellular adenomas (HCA) >5 cm that do not regress to <5 cm after 6-12 months. The aim of this study was to develop a model for these patients, estimating the probability of HCA regression to <5 cm at 1 and 2 years follow-up.

Methods: Data were derived from a multicenter retrospective cohort of female patients diagnosed with HCA >5 cm at first follow-up. Potential predictors included age, body mass index, and HCA diameter at diagnosis (T0), HCA-subtype (hepatocyte nuclear factor 1α inactivated HCA, inflammatory-HCA, unclassified HCA) and "T0-T1 regression-over-time" (percentage of regression between T0 and first follow-up (T1) divided by weeks between T0 and T1). Cox proportional hazards regression was used to develop a multivariable model with time to regression of HCA < 5 cm as outcome. Probabilities at 1 and 2 years follow-up were calculated.

Results: In total, 180 female patients were included. Median HCA diameter at T0 was 82.0 mm and at T1 65.0 mm. Eighty-one patients (45%) reached the clinical endpoint of regression to <5 cm after a median of 34 months. No complications occurred during follow-up. In multivariable analysis, the strongest predictors for regression to <5 cm were HCA diameter at T0 (logtransformed, hazard ratio (HR) 0.05), T0-T1 regression-over-time (HR 2.15) and HCA subtype inflammatory-HCA (HR 2.93) and unclassified HCA (HR 2.40), compared to hepatocyte nuclear factor 1α inactivated HCA (reference). The model yielded an internally validated c-index of 0.79.

Discussion: In patients diagnosed with HCA > 5 cm that still exceed 5 cm at first follow-up, regression to <5 cm can be predicted at 1 and 2 years follow-up using this model. Although external validation in an independent population is required, this model may aid in decision-making and potentially avoid unnecessary surgery.

Publication types

  • Validation Study

MeSH terms

  • Adenoma, Liver Cell / classification
  • Adenoma, Liver Cell / metabolism
  • Adenoma, Liver Cell / pathology
  • Adenoma, Liver Cell / therapy*
  • Adult
  • Clinical Decision-Making*
  • Conservative Treatment
  • Contraceptives, Oral, Hormonal / therapeutic use*
  • Deprescriptions*
  • Digestive System Surgical Procedures*
  • Female
  • Hedgehog Proteins / metabolism
  • Hepatocyte Nuclear Factor 1-alpha / metabolism
  • Humans
  • Inflammation / metabolism
  • Liver Neoplasms / classification
  • Liver Neoplasms / metabolism
  • Liver Neoplasms / pathology
  • Liver Neoplasms / therapy*
  • Middle Aged
  • Multivariate Analysis
  • Obesity
  • Overweight
  • Proportional Hazards Models
  • Retrospective Studies
  • Risk Assessment
  • Tumor Burden
  • Weight Loss*
  • beta Catenin / metabolism

Substances

  • Contraceptives, Oral, Hormonal
  • Hedgehog Proteins
  • Hepatocyte Nuclear Factor 1-alpha
  • beta Catenin