Accuracy of cytokeratin 18 (M30 and M65) in detecting non-alcoholic steatohepatitis and fibrosis: A systematic review and meta-analysis

PLoS One. 2020 Sep 11;15(9):e0238717. doi: 10.1371/journal.pone.0238717. eCollection 2020.

Abstract

Introduction: Association between elevated cytokeratin 18 (CK-18) levels and hepatocyte death has made circulating CK-18 a candidate biomarker to differentiate non-alcoholic fatty liver from non-alcoholic steatohepatitis (NASH). Yet studies produced variable diagnostic performance. We aimed to provide summary estimates with increased precision for the accuracy of CK-18 (M30, M65) in detecting NASH and fibrosis among non-alcoholic fatty liver disease (NAFLD) adults.

Methods: We searched five databases to retrieve studies evaluating CK-18 against a liver biopsy in NAFLD adults. Reference screening, data extraction and quality assessment (QUADAS-2) were independently conducted by two authors. Meta-analyses were performed for five groups based on the CK-18 antigens and target conditions, using one of two methods: linear mixed-effects multiple thresholds model or bivariate logit-normal random-effects model.

Results: We included 41 studies, with data on 5,815 participants. A wide range of disease prevalence was observed. No study reported a pre-defined cut-off. Thirty of 41 studies provided sufficient data for inclusion in any of the meta-analyses. Summary AUC [95% CI] were: 0.75 [0.69-0.82] (M30) and 0.82 [0.69-0.91] (M65) for NASH; 0.73 [0.57-0.85] (M30) for fibrotic NASH; 0.68 (M30) for significant (F2-4) fibrosis; and 0.75 (M30) for advanced (F3-4) fibrosis. Thirteen studies used CK-18 as a component of a multimarker model.

Conclusions: For M30 we found lower diagnostic accuracy to detect NASH compared to previous meta-analyses, indicating a limited ability to act as a stand-alone test, with better performance for M65. Additional external validation studies are needed to obtain credible estimates of the diagnostic accuracy of multimarker models.

Publication types

  • Meta-Analysis
  • Research Support, Non-U.S. Gov't
  • Systematic Review

MeSH terms

  • Adult
  • Biomarkers / metabolism
  • Biopsy
  • Cell Death / genetics
  • Female
  • Hepatocytes / metabolism
  • Hepatocytes / pathology
  • Humans
  • Keratin-18 / genetics*
  • Liver / metabolism*
  • Liver / pathology
  • Liver Cirrhosis / diagnosis*
  • Male
  • Middle Aged
  • Non-alcoholic Fatty Liver Disease / diagnosis*
  • Non-alcoholic Fatty Liver Disease / genetics
  • Non-alcoholic Fatty Liver Disease / metabolism
  • Non-alcoholic Fatty Liver Disease / pathology
  • Peptide Fragments / genetics*

Substances

  • Biomarkers
  • Keratin-18
  • M30 cytokeratin-18 peptide, human
  • Peptide Fragments

Grants and funding

This systematic review has been conducted as part of the evidence synthesis efforts in the LITMUS (Liver Investigation: Testing Marker Utility in Steatohepatitis) study. The LITMUS project has received funding from the Innovative Medicines Initiative 2 Joint Undertaking under grant agreement No. 777377 to QMA. This Joint Undertaking receives support from the European Union’s Horizon 2020 research and innovation programme and EFPIA. The funder provided support in the form of salaries for authors JL, YV and MHZ, but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. The specific roles of these authors are articulated in the ‘author contributions’ section.