Diagnostic accuracy of elastography and magnetic resonance imaging in patients with NAFLD: A systematic review and meta-analysis.

dc.contributor.authorSelvaraj, Emmanuel Anandraj
dc.contributor.authorMózes, Ferenc Emil
dc.contributor.authorJayaswal, Arjun Narayan Ajmer
dc.contributor.authorZafarmand, Mohammad Hadi
dc.contributor.authorVali, Yasaman
dc.contributor.authorLee, Jenny A
dc.contributor.authorLevick, Christina Kim
dc.contributor.authorYoung, Liam Arnold Joseph
dc.contributor.authorPalaniyappan, Naaventhan
dc.contributor.authorLiu, Chang-Hai
dc.contributor.authorAithal, Guruprasad Padur
dc.contributor.authorRomero-Gómez, Manuel
dc.contributor.authorBrosnan, M Julia
dc.contributor.authorTuthill, Theresa A
dc.contributor.authorAnstee, Quentin M
dc.contributor.authorNeubauer, Stefan
dc.contributor.authorHarrison, Stephen A
dc.contributor.authorBossuyt, Patrick M
dc.contributor.authorPavlides, Michael
dc.contributor.authorLITMUS Investigators
dc.date.accessioned2025-01-07T15:57:08Z
dc.date.available2025-01-07T15:57:08Z
dc.date.issued2021-05-13
dc.description.abstractVibration-controlled transient elastography (VCTE), point shear wave elastography (pSWE), 2-dimensional shear wave elastography (2DSWE), magnetic resonance elastography (MRE), and magnetic resonance imaging (MRI) have been proposed as non-invasive tests for patients with non-alcoholic fatty liver disease (NAFLD). This study evaluated their diagnostic accuracy for liver fibrosis and non-alcoholic steatohepatitis (NASH). PubMED/MEDLINE, EMBASE and the Cochrane Library were searched for studies examining the diagnostic accuracy of these index tests, against histology as the reference standard, in adult patients with NAFLD. Two authors independently screened and assessed methodological quality of studies and extracted data. Summary estimates of sensitivity, specificity and area under the curve (sAUC) were calculated for fibrosis stages and NASH, using a random effects bivariate logit-normal model. We included 82 studies (14,609 patients). Meta-analysis for diagnosing fibrosis stages was possible in 53 VCTE, 11 MRE, 12 pSWE and 4 2DSWE studies, and for diagnosing NASH in 4 MRE studies. sAUC for diagnosis of significant fibrosis were: 0.83 for VCTE, 0.91 for MRE, 0.86 for pSWE and 0.75 for 2DSWE. sAUC for diagnosis of advanced fibrosis were: 0.85 for VCTE, 0.92 for MRE, 0.89 for pSWE and 0.72 for 2DSWE. sAUC for diagnosis of cirrhosis were: 0.89 for VCTE, 0.90 for MRE, 0.90 for pSWE and 0.88 for 2DSWE. MRE had sAUC of 0.83 for diagnosis of NASH. Three (4%) studies reported intention-to-diagnose analyses and 15 (18%) studies reported diagnostic accuracy against pre-specified cut-offs. When elastography index tests are acquired successfully, they have acceptable diagnostic accuracy for advanced fibrosis and cirrhosis. The potential clinical impact of these index tests cannot be assessed fully as intention-to-diagnose analyses and validation of pre-specified thresholds are lacking. Non-invasive tests that measure liver stiffness or use magnetic resonance imaging (MRI) have been suggested as alternatives to liver biopsy for assessing the severity of liver scarring (fibrosis) and fatty inflammation (steatohepatitis) in patients with non-alcoholic fatty liver disease (NAFLD). In this study, we summarise the results of previously published studies on how accurately these non-invasive tests can diagnose liver fibrosis and inflammation, using liver biopsy as the reference. We found that some techniques that measure liver stiffness had a good performance for the diagnosis of severe liver scarring.
dc.identifier.doi10.1016/j.jhep.2021.04.044
dc.identifier.essn1600-0641
dc.identifier.pmid33991635
dc.identifier.unpaywallURLhttps://doi.org/10.1016/j.jhep.2021.04.044
dc.identifier.urihttps://hdl.handle.net/10668/27521
dc.issue.number4
dc.journal.titleJournal of hepatology
dc.journal.titleabbreviationJ Hepatol
dc.language.isoen
dc.organizationInstituto de Investigación Biomédica de Sevilla (IBIS)
dc.organizationSAS - Hospital Universitario Virgen del Rocío
dc.page.number770-785
dc.pubmedtypeJournal Article
dc.pubmedtypeMeta-Analysis
dc.pubmedtypeResearch Support, Non-U.S. Gov't
dc.pubmedtypeSystematic Review
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectBiomarkers
dc.subjectDiffusion-weighted imaging
dc.subjectIron-corrected T1
dc.subjectLiver fibrosis
dc.subjectMagnetic resonance elastography
dc.subjectNASH-MRI
dc.subjectNon-alcoholic fatty liver disease
dc.subjectNon-alcoholic steatohepatitis
dc.subjectShear wave elastography
dc.subjectTransient elastography
dc.subjectdeMILI
dc.subjectfibro-MRI
dc.subject.meshAdult
dc.subject.meshArea Under Curve
dc.subject.meshElasticity Imaging Techniques
dc.subject.meshHumans
dc.subject.meshMagnetic Resonance Imaging
dc.subject.meshNon-alcoholic Fatty Liver Disease
dc.subject.meshROC Curve
dc.titleDiagnostic accuracy of elastography and magnetic resonance imaging in patients with NAFLD: A systematic review and meta-analysis.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number75

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