Validation and comparison of seventeen noninvasive models for evaluating liver fibrosis in Chinese hepatitis B patients

Liver Int. 2018 Sep;38(9):1562-1570. doi: 10.1111/liv.13688. Epub 2018 Jan 24.

Abstract

Background & aims: To avoid liver biopsy, many noninvasive models comprised of serum markers for liver fibrosis assessment have been developed. Given that most of them were developed in hepatitis C cohorts and few of them have been validated in Chinese hepatitis B patients, we aim to conduct this validation and compare their diagnostic accuracies in such a population.

Methods: A total of 937 HBV-infected patients who underwent liver biopsy were included in this single-centre retrospective study. The diagnostic accuracies of the 17 noninvasive models were assessed by areas under the receiver-operating characteristic curves (AUROCs), using histologically evaluated fibrotic stages of the biopsy specimens as standards. To compare efficiencies of the models, a grading system based on AUROC levels was developed.

Results: For discriminating significant fibrosis in all patients, the best three noninvasive models were King's score (AUROC = 0.756), Virahep-C model (AUROC = 0.756) and GPR (AUROC = 0.744); and for diagnosing cirrhosis, Lok index (AUROC = 0.832), FI (AUROC = 0.820) and FIB-4 (AUROC = 0.818) got the first three places. AUROCs in HBeAg-positive group were generally higher than those in HBeAg-negative group. In addition, based on the grading system, Virahep-C and GPR outstood others in evaluating liver fibrosis in all patients.

Conclusions: In Chinese HBV-infected patients, Virahep-C models and GPR had high accuracies in diagnosing liver fibrosis and cirrhosis, while the most discussed models like APRI and FIB-4 did not outstand. Assessment should take into account the HBeAg sero-status, since these noninvasive models were more appropriate for HBeAg-positive patients than HBeAg-negative ones.

Keywords: hepatitis B; liver fibrosis; noninvasive models.

Publication types

  • Research Support, Non-U.S. Gov't
  • Validation Study

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Alanine Transaminase / blood
  • Biomarkers / blood*
  • Biopsy
  • Female
  • Hepatitis B e Antigens / blood
  • Hepatitis B, Chronic / diagnosis*
  • Humans
  • Liver / pathology
  • Liver Cirrhosis / diagnosis*
  • Male
  • Middle Aged
  • ROC Curve
  • Retrospective Studies
  • Serologic Tests
  • Severity of Illness Index
  • Young Adult

Substances

  • Biomarkers
  • Hepatitis B e Antigens
  • Alanine Transaminase