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Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis

BACKGROUND: Staging diagnosis of liver fibrosis is a prerequisite for timely diagnosis and therapy in patients with chronic hepatitis B. In recent years, ultrasound elastography has become an important method for clinical noninvasive assessment of liver fibrosis stage, but its diagnostic value for e...

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Autores principales: Jian, Zhao-Cheng, Long, Jin-Feng, Liu, Yu-Jiang, Hu, Xiang-Dong, Liu, Ji-Bin, Shi, Xian-Quan, Li, Wei-Sheng, Qian, Lin-Xue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547320/
https://www.ncbi.nlm.nih.gov/pubmed/31183343
http://dx.doi.org/10.12998/wjcc.v7.i10.1122
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author Jian, Zhao-Cheng
Long, Jin-Feng
Liu, Yu-Jiang
Hu, Xiang-Dong
Liu, Ji-Bin
Shi, Xian-Quan
Li, Wei-Sheng
Qian, Lin-Xue
author_facet Jian, Zhao-Cheng
Long, Jin-Feng
Liu, Yu-Jiang
Hu, Xiang-Dong
Liu, Ji-Bin
Shi, Xian-Quan
Li, Wei-Sheng
Qian, Lin-Xue
author_sort Jian, Zhao-Cheng
collection PubMed
description BACKGROUND: Staging diagnosis of liver fibrosis is a prerequisite for timely diagnosis and therapy in patients with chronic hepatitis B. In recent years, ultrasound elastography has become an important method for clinical noninvasive assessment of liver fibrosis stage, but its diagnostic value for early liver fibrosis still needs to be further improved. In this study, the texture analysis was carried out on the basis of two dimensional shear wave elastography (2D-SWE), and the feasibility of 2D-SWE plus texture analysis in the diagnosis of early liver fibrosis was discussed. AIM: To assess the diagnostic value of 2D-SWE combined with textural analysis in liver fibrosis staging. METHODS: This study recruited 46 patients with chronic hepatitis B. Patients underwent 2D-SWE and texture analysis; Young's modulus values and textural patterns were obtained, respectively. Textural pattern was analyzed with regard to contrast, correlation, angular second moment (ASM), and homogeneity. Pathological results of biopsy specimens were the gold standard; comparison and assessment of the diagnosis efficiency were conducted for 2D-SWE, texture analysis and their combination. RESULTS: 2D-SWE displayed diagnosis efficiency in early fibrosis, significant fibrosis, severe fibrosis, and early cirrhosis (AUC > 0.7, P < 0.05) with respective AUC values of 0.823 (0.678-0.921), 0.808 (0.662-0.911), 0.920 (0.798-0.980), and 0.855 (0.716-0.943). Contrast and homogeneity displayed independent diagnosis efficiency in liver fibrosis stage (AUC > 0.7, P < 0.05), whereas correlation and ASM showed limited values. AUC of contrast and homogeneity were respectively 0.906 (0.779-0.973), 0.835 (0.693-0.930), 0.807 (0.660-0.910) and 0.925 (0.805-0.983), 0.789 (0.639-0.897), 0.736 (0.582-0.858), 0.705 (0.549-0.883) and 0.798 (0.650-0.904) in four liver fibrosis stages, which exhibited equivalence to 2D-SWE in diagnostic efficiency (P > 0.05). Combined diagnosis (PRE) displayed diagnostic efficiency (AUC > 0.7, P < 0.01) for all fibrosis stages with respective AUC of 0.952 (0.841-0.994), 0.896 (0.766-0.967), 0.978 (0.881-0.999), 0.947 (0.835-0.992). The combined diagnosis showed higher diagnosis efficiency over 2D-SWE in early liver fibrosis (P < 0.05), whereas no significant differences were observed in other comparisons (P > 0.05). CONCLUSION: Texture analysis was capable of diagnosing liver fibrosis stage, combined diagnosis had obvious advantages in early liver fibrosis, liver fibrosis stage might be related to the hepatic tissue hardness distribution.
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spelling pubmed-65473202019-06-10 Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis Jian, Zhao-Cheng Long, Jin-Feng Liu, Yu-Jiang Hu, Xiang-Dong Liu, Ji-Bin Shi, Xian-Quan Li, Wei-Sheng Qian, Lin-Xue World J Clin Cases Observational Study BACKGROUND: Staging diagnosis of liver fibrosis is a prerequisite for timely diagnosis and therapy in patients with chronic hepatitis B. In recent years, ultrasound elastography has become an important method for clinical noninvasive assessment of liver fibrosis stage, but its diagnostic value for early liver fibrosis still needs to be further improved. In this study, the texture analysis was carried out on the basis of two dimensional shear wave elastography (2D-SWE), and the feasibility of 2D-SWE plus texture analysis in the diagnosis of early liver fibrosis was discussed. AIM: To assess the diagnostic value of 2D-SWE combined with textural analysis in liver fibrosis staging. METHODS: This study recruited 46 patients with chronic hepatitis B. Patients underwent 2D-SWE and texture analysis; Young's modulus values and textural patterns were obtained, respectively. Textural pattern was analyzed with regard to contrast, correlation, angular second moment (ASM), and homogeneity. Pathological results of biopsy specimens were the gold standard; comparison and assessment of the diagnosis efficiency were conducted for 2D-SWE, texture analysis and their combination. RESULTS: 2D-SWE displayed diagnosis efficiency in early fibrosis, significant fibrosis, severe fibrosis, and early cirrhosis (AUC > 0.7, P < 0.05) with respective AUC values of 0.823 (0.678-0.921), 0.808 (0.662-0.911), 0.920 (0.798-0.980), and 0.855 (0.716-0.943). Contrast and homogeneity displayed independent diagnosis efficiency in liver fibrosis stage (AUC > 0.7, P < 0.05), whereas correlation and ASM showed limited values. AUC of contrast and homogeneity were respectively 0.906 (0.779-0.973), 0.835 (0.693-0.930), 0.807 (0.660-0.910) and 0.925 (0.805-0.983), 0.789 (0.639-0.897), 0.736 (0.582-0.858), 0.705 (0.549-0.883) and 0.798 (0.650-0.904) in four liver fibrosis stages, which exhibited equivalence to 2D-SWE in diagnostic efficiency (P > 0.05). Combined diagnosis (PRE) displayed diagnostic efficiency (AUC > 0.7, P < 0.01) for all fibrosis stages with respective AUC of 0.952 (0.841-0.994), 0.896 (0.766-0.967), 0.978 (0.881-0.999), 0.947 (0.835-0.992). The combined diagnosis showed higher diagnosis efficiency over 2D-SWE in early liver fibrosis (P < 0.05), whereas no significant differences were observed in other comparisons (P > 0.05). CONCLUSION: Texture analysis was capable of diagnosing liver fibrosis stage, combined diagnosis had obvious advantages in early liver fibrosis, liver fibrosis stage might be related to the hepatic tissue hardness distribution. Baishideng Publishing Group Inc 2019-05-26 2019-05-26 /pmc/articles/PMC6547320/ /pubmed/31183343 http://dx.doi.org/10.12998/wjcc.v7.i10.1122 Text en ©The Author(s) 2019. Published by Baishideng Publishing Group Inc. All rights reserved. http://creativecommons.org/licenses/by-nc/4.0/ This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial.
spellingShingle Observational Study
Jian, Zhao-Cheng
Long, Jin-Feng
Liu, Yu-Jiang
Hu, Xiang-Dong
Liu, Ji-Bin
Shi, Xian-Quan
Li, Wei-Sheng
Qian, Lin-Xue
Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title_full Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title_fullStr Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title_full_unstemmed Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title_short Diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
title_sort diagnostic value of two dimensional shear wave elastography combined with texture analysis in early liver fibrosis
topic Observational Study
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6547320/
https://www.ncbi.nlm.nih.gov/pubmed/31183343
http://dx.doi.org/10.12998/wjcc.v7.i10.1122
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