Alimentary Pharmacology & Therapeutics · 2021 · 14 citations · 35 references
MedicineInternal MedicinePathologyDiabetologyDiagnostic AssessmentHepatologyChronic Liver DiseaseDiabetes MellitusDiagnostic EvaluationHepatic FibrosisHepatic PathologyLiver DiseaseDiagnostic Performance MetricsExternal Validation Of SegmentsHepatic Steatosis AssessmentLiver Fibrosis StagingNon-invasive ExaminationNonalcoholic Fatty Liver Disease AssessmentNonalcoholic Steatohepatitis Associated FibrosisSteatosis Quantification
BACKGROUND: One of the unmet needs in patients with type 2 diabetes mellitus (T2DM) is the prediction of non-alcoholic liver disease by non-invasive blood tests, for each of the three main histological features, fibrosis, non-alcoholic steatohepatitis (NASH) and steatosis. AIMS: To validate externally the performances of a recent panel, Nash-FibroTest, for the assessment of the severity of fibrosis stages, NASH grades and steatosis grades. METHODS: We prospectively analysed 272 patients with T2DM. Standard definitions of stages and grades were used, and analyses were centralised and blinded. The performances of the FibroTest, NashTest-2 and SteatoTest-2 were assessed using the Obuchowski measure (OM), the main outcome recommended as a summary measure of accuracy includeing all pairwise stages and grades comparisons, which is not provided par the extensively used binary area under the ROC curve. RESULTS: The diagnostic performance of each component of the panel was significant. OM (SE; significance) of the FibroTest, the NashTest-2 and the SteatoTest-2 was 0.862 (0.012; P < 0.001), 0.827 (0.015; P < 0.001) and 0.794 (0.020; P < 0.01), respectively. For ballooning and lobular inflammation, OM was 0.794 (0.021; P < 0.001) and 0.821 (0.017; P < 0.001), respectively. In a post hoc analysis the FibroTest outperformed VCTE by 4.1% (2.5-6.5; P < 0.001) for reliability, with a non-significant difference for OM for fibrosis staging, 0.859 (0.012) for FibroTest vs 0.870 (0.009) for VCTE. CONCLUSIONS: From a single blood sample, the panel provides non-invasive diagnosis of the stages of fibrosis, and the grades of NASH and steatosis in patients with T2DM. TRIAL REGISTRATION NUMBER: NCT03634098.
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Design and validation of a histological scoring system for nonalcoholic fatty liver disease†
David E. Kleiner, Elizabeth M. Brunt, Mark L. Van Natta et al. · Hepatology · 2005 · 10.7K citations
Diagnosis and Classification of Diabetes Mellitus
Diabetes Care · 2009 · 5.5K citations · Full text