Translating the potential of the urine steroid metabolome to stage NAFLD (TrUSt-NAFLD): study protocol for a multicentre, prospective validation study

Introduction
Non-alcoholic fatty liver disease (NAFLD) affects approximately one in four individuals and its prevalence continues to rise. The advanced stages of NAFLD with significant liver fibrosis are associated with adverse morbidity and mortality outcomes. Currently, liver biopsy remains the ‘gold-standard’ approach to stage NAFLD severity. Although generally well tolerated, liver biopsies are associated with significant complications, are resource intensive, costly, and sample only a very small area of the liver as well as requiring day case admission to a secondary care setting. As a result, there is a significant unmet need to develop non-invasive biomarkers that can accurately stage NAFLD and limit the need for liver biopsy. The aim of this study is to validate the use of the urine steroid metabolome as a strategy to stage NAFLD severity and to compare its performance against other non-invasive NAFLD biomarkers.

Methods and analysis
The TrUSt-NAFLD study is a multicentre prospective test validation study aiming to recruit 310 patients with biopsy-proven and staged NAFLD across eight centres within the UK. 150 appropriately matched control patients without liver disease will be recruited through the Oxford Biobank. Blood and urine samples, alongside clinical data, will be collected from all participants. Urine samples will be analysed by liquid chromatography-tandem mass spectroscopy to quantify a panel of predefined steroid metabolites. A machine learning-based classifier, for example, Generalized Matrix Relevance Learning Vector Quantization that was trained on retrospective samples, will be applied to the prospective steroid metabolite data to determine its ability to identify those patients with advanced, as opposed to mild-moderate, liver fibrosis as a consequence of NAFLD.

Ethics and dissemination
Research ethical approval was granted by West Midlands, Black Country Research Ethics Committee (REC reference: 21/WM/0177). A substantial amendment (TrUSt-NAFLD-SA1) was approved on 26 November 2021.

Trial registration number
ISRCTN19370855.

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Gennaio 2024

Non-alcoholic fatty liver disease (NAFLD) is associated with an increased incidence of extrahepatic cancer

With great interest, we read the meta-analysis of observational cohort studies by Mantovani et al1 providing significant evidence for an increased long-term risk of developing certain extrahepatic malignancies (especially gastrointestinal (GI), breast and gynaecological cancers) in patients with non-alcoholic fatty liver disease (NAFLD). Given the dramatically increasing global relevance of NAFLD, which currently has a prevalence of 25%,2–4 these findings are of immense clinical importance and may lead to prevention and screening algorithms. In a retrospective cohort study, we identified 86 777 NAFLD patients (International Classification of Diseases (Version 10) (ICD-10): K75.8, K76.0) and a matched cohort of equal size without NAFLD from the Disease Analyzer database (IQVIA) compiling diagnoses and demographic data from general practitioners in Germany ().5 Propensity score matching included the following variables: sex, age, index year, yearly consultation frequency, diabetes (ICD-10: E10–E14), obesity (ICD-10: E00–E07),…

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Novembre 2023