Quantitative assessment of liver fibrosis by digital image analysis reveals correlation with qualitative clinical fibrosis staging in liver transplant patients

被引:4
|
作者
Jiang, Kun [1 ,2 ]
Mohammad, Mohammad K. [1 ]
Dar, Wasim A. [3 ]
Kong, Jun [4 ,5 ,6 ,7 ,8 ]
Farris, Alton B. [1 ,8 ]
机构
[1] Emory Univ, Dept Pathol, Atlanta, GA 30322 USA
[2] Univ S Florida, Dept Pathol, Tampa, FL 33620 USA
[3] Univ Texas Hlth Sci Ctr Houston, Dept Surg, Houston, TX 77030 USA
[4] Georgia State Univ, Dept Math & Stat, Atlanta, GA 30303 USA
[5] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
[6] Emory Univ, Dept Comp Sci, Atlanta, GA 30322 USA
[7] Emory Univ, Dept Biomed Informat, Atlanta, GA 30322 USA
[8] Emory Univ, Winship Canc Inst, Atlanta, GA 30322 USA
来源
PLOS ONE | 2020年 / 15卷 / 09期
关键词
HEPATITIS; BIOPSY; PATHOLOGY; CLASSIFICATION; CIRRHOSIS;
D O I
10.1371/journal.pone.0239624
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Technologies for digitizing tissues provide important quantitative data for liver histopathology investigation. We aimed to assess liver fibrosis degree with quantitative morphometric measurements of histopathological sections utilizing digital image analysis (DIA) and to further investigate if a correlation with histopathologic scoring (Scheuer staging) exists. A retrospective study of patients with at least two post-liver transplant biopsies having a Scheuer stage of <= 2 at baseline were gathered. Portal tract fibrotic percentage (%) and size (mu m(2)) were measured by DIA, while clinical fibrosis score was measured by the Scheuer system. Correlations between DIA measurements and Scheuer scores were computed by Spearman correlation analysis. Differences between mean levels of fibrosis (score, size, and percentage) at baseline versus second visit were computed by Student's t-test.Pvalues < 0.05 were considered significant. Of 22 patients who met the study criteria, 54 biopsies were included for analysis. Average levels +/- standard error [S.E.] of portal tract fibrotic percentage (%) and size (mu m(2)) progressed from 46.5 +/- 3.6% at baseline to 61.8 +/- 3.8% at the second visit (P = 0.005 by Student's t-test), and from 28,075 +/- 3,232 mu m(2)at base line to 67,146 +/- 10,639 mu m(2)at the second visit (P = 0.002 by Student's t-test), respectively. Average levels of Scheuer fibrosis scores progressed from 0.55 +/- 0.19 at baseline to 1.14 +/- 0.26 at the second visit (P = 0.02 by Student's t-test). Portal tract fibrotic percentage (%) and portal tract fibrotic size were directly correlated with clinical Scheuer fibrosis stage, with Spearman correlation coefficient and P value computed as r = 0.70, P < 0.0001 and r = 0.41, P = 0.002, respectively. Digital quantitative assessment of portal triad size and fibrosis percentage demonstrates a strong correlation with visually assessed histologic stage of liver fibrosis and complements the standard assessment for allograft monitoring, suggesting the utility of future WSI analysis.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Quantitative assessment of fibrosis in liver biopsies from patients with chronic hepatitis B
    Hui, AY
    Liew, CT
    Go, MYY
    Chim, AML
    Chan, HLY
    Leung, NWY
    Sung, JJY
    LIVER INTERNATIONAL, 2004, 24 (06) : 611 - 618
  • [42] Usefulness of textural analysis as a tool for noninvasive liver fibrosis staging
    Cristian Vicas
    Monica Lupsor
    Radu Badea
    Sergiu Nedevschi
    Journal of Medical Ultrasonics, 2011, 38 : 105 - 117
  • [43] Usefulness of textural analysis as a tool for noninvasive liver fibrosis staging
    Vicas, Cristian
    Lupsor, Monica
    Badea, Radu
    Nedevschi, Sergiu
    JOURNAL OF MEDICAL ULTRASONICS, 2011, 38 (03) : 105 - 117
  • [44] Role of radiomics in staging liver fibrosis: a meta-analysis
    Wang, Xiao-min
    Zhang, Xiao-jing
    BMC MEDICAL IMAGING, 2024, 24 (01)
  • [45] Meta-analysis of the performance of fibroscan for the staging of liver fibrosis
    Friedrich-Rust, M.
    Ong, M. F.
    MartenS, S.
    Sarrazin, C.
    Zeuzem, S.
    Herrmann, E.
    JOURNAL OF HEPATOLOGY, 2007, 46 : S94 - S94
  • [46] Digital image analysis for quantitative evaluation of fibrosis, steatosis, inflammation and iron overload in patients with non-alcoholic fatty liver disease
    Marti-Aguado, David
    Rodriguez-Ortega, Alejandro
    Mestre, Claudia
    Bauza, Monica
    Valero-Perez, Elena
    Perez, Judith
    Ferrandez, Antonio
    Benlloch, Salvador
    Escudero-Garcia, Desamparados
    Serra, Miguel
    Alberich-Bayarri, Angel
    Marti-Bonmati, Luis
    JOURNAL OF HEPATOLOGY, 2020, 73 : S408 - S409
  • [47] Evolving strategies for liver fibrosis staging: Non-invasive assessment
    Stasi, Cristina
    Milani, Stefano
    WORLD JOURNAL OF GASTROENTEROLOGY, 2017, 23 (02) : 191 - 196
  • [48] Evolving strategies for liver fibrosis staging: Non-invasive assessment
    cristina Stasi
    Stefano Milani
    World Journal of Gastroenterology, 2017, 23 (02) : 191 - 196
  • [49] Influence of liver stiffness heterogeneity on staging fibrosis in patients with nonalcoholic fatty liver disease
    Kawamura, Nobuyoshi
    Imajo, Kento
    Kalutkiewicz, Kyle J.
    Nagai, Koki
    Iwaki, Michihiro
    Kobayashi, Takashi
    Nogami, Asako
    Honda, Yasushi
    Kessoku, Takaomi
    Ogawa, Yuji
    Higurashi, Takuma
    Hosono, Kunihiro
    Takahashi, Hirokazu
    Yoneda, Masato
    Saito, Satoru
    Aishima, Shinichi
    Toyoda, Hidenori
    Hayashi, Hideki
    Sumida, Yoshio
    Ehman, Richard L.
    Nakajima, Atsushi
    HEPATOLOGY, 2022, 76 (01) : 186 - 195
  • [50] Liver failure in patients with cystic fibrosis (CF) - The importance of early liver transplant
    Jie, T
    Sharp, H
    Lake, JR
    Gruessner, RW
    Kandaswamy, K
    Payne, WD
    Humar, A
    LIVER TRANSPLANTATION, 2003, 9 (06) : C49 - C49