Nonalcoholic fatty liver disease test: an external validation cohort

Hormones (Athens). 2024 Mar;23(1):131-136. doi: 10.1007/s42000-023-00502-1. Epub 2023 Nov 13.

Abstract

Purpose: Non-invasive diagnosis of nonalcoholic fatty liver disease (NAFLD) and its advanced phenotypes (e.g., nonalcoholic steatohepatitis; NASH) is a hot research topic. The aim of this report was the validation of a novel non-invasive index of NAFLD, the "NAFLD test," recently introduced for the diagnosis of NAFLD (vs. non-NAFLD controls).

Methods: This was a post-hoc analysis of a previous study. The NAFLD test was calculated in NAFLD patients and non-NAFLD controls; the performance of the test was compared with that of other non-invasive indices of NAFLD (fatty liver index [FLI] and hepatic steatosis index [HSI]), and other indices of NASH (index of NASH [ION] and cytokeratin-18/homeostasis model assessment-insulin resistance/aspartate transaminase index [CHAI]).

Results: The NAFLD test was higher in NAFLD patients than in controls (1.89 ± 0.14 vs. 1.30 ± 0.06, respectively; p < 0.001). In NAFLD patients, the NAFLD test was higher in NASH patients than in those with simple nonalcoholic fatty liver (NAFL) (2.21 ± 0.24 vs. 1.57 ± 0.08, respectively; p = 0.007). The area under the receiver operating characteristic curve (AUC) of the NAFLD test was 0.84 (95% CI: 0.74-0.94; p < 0.001) for differentiation between NAFLD and non-NAFLD controls and its performance was similar to that for FLI and HSI. For differentiation between NASH and NAFL patients, the AUC of the NAFLD test was 0.88 (95% CI: 0.62-0.96; p = 0.007) and its performance was superior to that for ION and CHAI.

Conclusions: The NAFLD test was validated in this external cohort for the non-invasive diagnosis of NAFLD patients vs. non-NAFLD individuals. It was also shown to differentiate between NASH and NAFL patients with acceptable accuracy.

Keywords: CHA index; Index of NASH; NAFLD test; Non-invasive index; Nonalcoholic fatty liver disease; Nonalcoholic steatohepatitis.

MeSH terms

  • Humans
  • Insulin
  • Insulin Resistance*
  • Liver
  • Non-alcoholic Fatty Liver Disease* / diagnosis
  • Phenotype

Substances

  • Insulin