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Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies

Background: The purpose of this systematic literature review (SLR) was to evaluate the accuracy of noninvasive diagnostic tools in detecting significant or advanced (F2/F3) fibrosis among patients with nonalcoholic fatty liver (NAFL) in the US healthcare context. Methods: The SLR was conducted in Pu...

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Autores principales: Gosalia, Dhaval, Ratziu, Vlad, Stanicic, Filip, Vukicevic, Djurdja, Zah, Vladimir, Gunn, Nadege, Halegoua-DeMarzio, Dina, Tran, Tram
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689671/
https://www.ncbi.nlm.nih.gov/pubmed/36359453
http://dx.doi.org/10.3390/diagnostics12112608
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author Gosalia, Dhaval
Ratziu, Vlad
Stanicic, Filip
Vukicevic, Djurdja
Zah, Vladimir
Gunn, Nadege
Halegoua-DeMarzio, Dina
Tran, Tram
author_facet Gosalia, Dhaval
Ratziu, Vlad
Stanicic, Filip
Vukicevic, Djurdja
Zah, Vladimir
Gunn, Nadege
Halegoua-DeMarzio, Dina
Tran, Tram
author_sort Gosalia, Dhaval
collection PubMed
description Background: The purpose of this systematic literature review (SLR) was to evaluate the accuracy of noninvasive diagnostic tools in detecting significant or advanced (F2/F3) fibrosis among patients with nonalcoholic fatty liver (NAFL) in the US healthcare context. Methods: The SLR was conducted in PubMed and Web of Science, with an additional hand search of public domains and citations, in line with the PRISMA statement. The study included US-based original research on diagnostic test sensitivity, specificity and accuracy. Results: Twenty studies were included in qualitative evidence synthesis. Imaging techniques with the highest diagnostic accuracy in F2/F3 detection and differentiation were magnetic resonance elastography and vibration-controlled transient elastography. The most promising standard blood biomarkers were NAFLD fibrosis score and FIB-4. The novel diagnostic tools showed good overall accuracy, particularly a score composed of body mass index, GGT, 25-OH-vitamin D, and platelet count. The novel approaches in liver fibrosis detection successfully combine imaging techniques and blood biomarkers. Conclusions: While noninvasive techniques could overcome some limitations of liver biopsy, a tool that would provide a sufficiently sensitive and reliable estimate of changes in fibrosis development and regression is still missing.
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spelling pubmed-96896712022-11-25 Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies Gosalia, Dhaval Ratziu, Vlad Stanicic, Filip Vukicevic, Djurdja Zah, Vladimir Gunn, Nadege Halegoua-DeMarzio, Dina Tran, Tram Diagnostics (Basel) Systematic Review Background: The purpose of this systematic literature review (SLR) was to evaluate the accuracy of noninvasive diagnostic tools in detecting significant or advanced (F2/F3) fibrosis among patients with nonalcoholic fatty liver (NAFL) in the US healthcare context. Methods: The SLR was conducted in PubMed and Web of Science, with an additional hand search of public domains and citations, in line with the PRISMA statement. The study included US-based original research on diagnostic test sensitivity, specificity and accuracy. Results: Twenty studies were included in qualitative evidence synthesis. Imaging techniques with the highest diagnostic accuracy in F2/F3 detection and differentiation were magnetic resonance elastography and vibration-controlled transient elastography. The most promising standard blood biomarkers were NAFLD fibrosis score and FIB-4. The novel diagnostic tools showed good overall accuracy, particularly a score composed of body mass index, GGT, 25-OH-vitamin D, and platelet count. The novel approaches in liver fibrosis detection successfully combine imaging techniques and blood biomarkers. Conclusions: While noninvasive techniques could overcome some limitations of liver biopsy, a tool that would provide a sufficiently sensitive and reliable estimate of changes in fibrosis development and regression is still missing. MDPI 2022-10-27 /pmc/articles/PMC9689671/ /pubmed/36359453 http://dx.doi.org/10.3390/diagnostics12112608 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Systematic Review
Gosalia, Dhaval
Ratziu, Vlad
Stanicic, Filip
Vukicevic, Djurdja
Zah, Vladimir
Gunn, Nadege
Halegoua-DeMarzio, Dina
Tran, Tram
Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title_full Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title_fullStr Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title_full_unstemmed Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title_short Accuracy of Noninvasive Diagnostic Tests for the Detection of Significant and Advanced Fibrosis Stages in Nonalcoholic Fatty Liver Disease: A Systematic Literature Review of the US Studies
title_sort accuracy of noninvasive diagnostic tests for the detection of significant and advanced fibrosis stages in nonalcoholic fatty liver disease: a systematic literature review of the us studies
topic Systematic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9689671/
https://www.ncbi.nlm.nih.gov/pubmed/36359453
http://dx.doi.org/10.3390/diagnostics12112608
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