1. An individual patient data meta-analysis to determine cut-offs for and confounders of NAFLD-fibrosis staging with magnetic resonance elastography
- Author
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Liang, Jia-xu, Ampuero, Javier, Niu, Hao, Imajo, Kento, Noureddin, Mazen, Behari, Jaideep, Lee, Dae Ho, Ehman, Richard L, Rorsman, Fredrik, Vessby, Johan, Lacalle, Juan R, Mózes, Ferenc E, Pavlides, Michael, Anstee, Quentin M, Harrison, Stephen A, Castell, Javier, Loomba, Rohit, Romero-Gómez, Manuel, and Investigators, LITMUS Consortium
- Subjects
Biomedical and Clinical Sciences ,Clinical Sciences ,Chronic Liver Disease and Cirrhosis ,Biomedical Imaging ,Liver Disease ,Digestive Diseases ,Obesity ,4.2 Evaluation of markers and technologies ,Oral and gastrointestinal ,Humans ,Non-alcoholic Fatty Liver Disease ,Elasticity Imaging Techniques ,Liver Cirrhosis ,Fibrosis ,ROC Curve ,Magnetic Resonance Imaging ,Liver ,Elastography ,Magnetic Resonance ,NAFLD ,NASH ,GGT ,LITMUS Consortium Investigators ,Public Health and Health Services ,Gastroenterology & Hepatology ,Clinical sciences - Abstract
Background & aimsWe conducted an individual patient data meta-analysis to establish stiffness cut-off values for magnetic resonance elastography (MRE) in staging liver fibrosis and to assess potential confounding factors.MethodsA systematic review of the literature identified studies reporting MRE data in patients with NAFLD. Data were obtained from the corresponding authors. The pooled diagnostic cut-off value for the various fibrosis stages was determined in a two-stage meta-analysis. Multilevel modelling methods were used to analyse potential confounding factors influencing the diagnostic accuracy of MRE in staging liver fibrosis.ResultsEight independent cohorts comprising 798 patients were included in the meta-analysis. The area under the receiver operating characteristic curve (AUROC) for MRE in detecting significant fibrosis was 0.92 (sensitivity, 79%; specificity, 89%). For advanced fibrosis, the AUROC was 0.92 (sensitivity, 87%; specificity, 88%). For cirrhosis, the AUROC was 0.94 (sensitivity, 88%, specificity, 89%). Cut-offs were defined to explore concordance between MRE and histopathology: ≥F2, 3.14 kPa (pretest probability, 39.4%); ≥F3, 3.53 kPa (pretest probability, 24.1%); and F4, 4.45 kPa (pretest probability, 8.7%). In generalized linear mixed model analysis, histological steatohepatitis with higher inflammatory activity (odds ratio 2.448, 95% CI 1.180-5.079, p 120U/L) (odds ratio 3.388, 95% CI 1.577-7.278, p
- Published
- 2023