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Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease

Accurate staging of liver fibrosis is crucial to guide therapeutic decisions for patients with nonalcoholic fatty liver disease (NAFLD). Digital image analysis has emerged as a promising tool for quantitative assessment of fibrosis in chronic liver diseases. We sought to determine the relationship o...

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Autores principales: Masugi, Yohei, Abe, Tokiya, Tsujikawa, Hanako, Effendi, Kathryn, Hashiguchi, Akinori, Abe, Masanori, Imai, Yasuharu, Hino, Keisuke, Hige, Shuhei, Kawanaka, Miwa, Yamada, Gotaro, Kage, Masayoshi, Korenaga, Masaaki, Hiasa, Yoichi, Mizokami, Masashi, Sakamoto, Michiie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5776870/
https://www.ncbi.nlm.nih.gov/pubmed/29404513
http://dx.doi.org/10.1002/hep4.1121
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author Masugi, Yohei
Abe, Tokiya
Tsujikawa, Hanako
Effendi, Kathryn
Hashiguchi, Akinori
Abe, Masanori
Imai, Yasuharu
Hino, Keisuke
Hige, Shuhei
Kawanaka, Miwa
Yamada, Gotaro
Kage, Masayoshi
Korenaga, Masaaki
Hiasa, Yoichi
Mizokami, Masashi
Sakamoto, Michiie
author_facet Masugi, Yohei
Abe, Tokiya
Tsujikawa, Hanako
Effendi, Kathryn
Hashiguchi, Akinori
Abe, Masanori
Imai, Yasuharu
Hino, Keisuke
Hige, Shuhei
Kawanaka, Miwa
Yamada, Gotaro
Kage, Masayoshi
Korenaga, Masaaki
Hiasa, Yoichi
Mizokami, Masashi
Sakamoto, Michiie
author_sort Masugi, Yohei
collection PubMed
description Accurate staging of liver fibrosis is crucial to guide therapeutic decisions for patients with nonalcoholic fatty liver disease (NAFLD). Digital image analysis has emerged as a promising tool for quantitative assessment of fibrosis in chronic liver diseases. We sought to determine the relationship of histologic fibrosis stage with fiber amounts quantified in liver biopsy specimens for the better understanding of NAFLD progression. We measured area ratios of collagen and elastin fibers in Elastica van Gieson‐stained biopsy tissues from 289 patients with NAFLD from four hospitals using an automated computational method and examined their correlations with Brunt's fibrosis stage. As a secondary analysis, we performed multivariable logistic regression analysis to assess the associations of the combined area ratios of collagen and elastin with noninvasive fibrosis markers. The combined fiber area ratios correlated strongly with Brunt's stage (Spearman correlation coefficient, 0.78; P < 0.0001), but this relationship was nonlinear (P = 0.007) with striking differences between stage 4 (median area ratios, 12.3%) and stages 0‐3 (2.1%, 2.8%, 4.3%, and 4.8%, respectively). Elastin accumulation was common in areas of thick bridging fibrosis and thickened venous walls but not in areas of perisinusoidal fibrosis. The highest tertile of the combined fiber area ratios was associated with the fibrosis‐4 index and serum type IV collagen 7s domain (7s collagen) levels, whereas the upper two tertiles of the fiber amounts significantly associated with body mass index, aspartate aminotransferase, and 7s collagen in the multivariable analysis. Conclusion: Quantitative fibrosis assessment reveals a nonlinear relationship between fibrosis stage and fiber amount, with a marked difference between stage 4 and stage 3 and much smaller differences among stages 0‐3, suggesting a heterogeneity in disease severity within NAFLD‐related cirrhosis. (Hepatology Communications 2018;2:58–68)
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spelling pubmed-57768702018-02-05 Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease Masugi, Yohei Abe, Tokiya Tsujikawa, Hanako Effendi, Kathryn Hashiguchi, Akinori Abe, Masanori Imai, Yasuharu Hino, Keisuke Hige, Shuhei Kawanaka, Miwa Yamada, Gotaro Kage, Masayoshi Korenaga, Masaaki Hiasa, Yoichi Mizokami, Masashi Sakamoto, Michiie Hepatol Commun Original Articles Accurate staging of liver fibrosis is crucial to guide therapeutic decisions for patients with nonalcoholic fatty liver disease (NAFLD). Digital image analysis has emerged as a promising tool for quantitative assessment of fibrosis in chronic liver diseases. We sought to determine the relationship of histologic fibrosis stage with fiber amounts quantified in liver biopsy specimens for the better understanding of NAFLD progression. We measured area ratios of collagen and elastin fibers in Elastica van Gieson‐stained biopsy tissues from 289 patients with NAFLD from four hospitals using an automated computational method and examined their correlations with Brunt's fibrosis stage. As a secondary analysis, we performed multivariable logistic regression analysis to assess the associations of the combined area ratios of collagen and elastin with noninvasive fibrosis markers. The combined fiber area ratios correlated strongly with Brunt's stage (Spearman correlation coefficient, 0.78; P < 0.0001), but this relationship was nonlinear (P = 0.007) with striking differences between stage 4 (median area ratios, 12.3%) and stages 0‐3 (2.1%, 2.8%, 4.3%, and 4.8%, respectively). Elastin accumulation was common in areas of thick bridging fibrosis and thickened venous walls but not in areas of perisinusoidal fibrosis. The highest tertile of the combined fiber area ratios was associated with the fibrosis‐4 index and serum type IV collagen 7s domain (7s collagen) levels, whereas the upper two tertiles of the fiber amounts significantly associated with body mass index, aspartate aminotransferase, and 7s collagen in the multivariable analysis. Conclusion: Quantitative fibrosis assessment reveals a nonlinear relationship between fibrosis stage and fiber amount, with a marked difference between stage 4 and stage 3 and much smaller differences among stages 0‐3, suggesting a heterogeneity in disease severity within NAFLD‐related cirrhosis. (Hepatology Communications 2018;2:58–68) John Wiley and Sons Inc. 2017-11-27 /pmc/articles/PMC5776870/ /pubmed/29404513 http://dx.doi.org/10.1002/hep4.1121 Text en © 2017 The Authors. Hepatology Communications published by Wiley Periodicals, Inc., on behalf of the American Association for the Study of Liver Diseases. This is an open access article under the terms of the Creative Commons Attribution‐NonCommercial‐NoDerivs (http://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Original Articles
Masugi, Yohei
Abe, Tokiya
Tsujikawa, Hanako
Effendi, Kathryn
Hashiguchi, Akinori
Abe, Masanori
Imai, Yasuharu
Hino, Keisuke
Hige, Shuhei
Kawanaka, Miwa
Yamada, Gotaro
Kage, Masayoshi
Korenaga, Masaaki
Hiasa, Yoichi
Mizokami, Masashi
Sakamoto, Michiie
Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title_full Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title_fullStr Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title_full_unstemmed Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title_short Quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
title_sort quantitative assessment of liver fibrosis reveals a nonlinear association with fibrosis stage in nonalcoholic fatty liver disease
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5776870/
https://www.ncbi.nlm.nih.gov/pubmed/29404513
http://dx.doi.org/10.1002/hep4.1121
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