The University of Southampton
University of Southampton Institutional Repository

Quantitative versus morphological assessment of liver fibrosis: semi-quantitative scores are more robust than digital image fibrosis area estimation

Quantitative versus morphological assessment of liver fibrosis: semi-quantitative scores are more robust than digital image fibrosis area estimation
Quantitative versus morphological assessment of liver fibrosis: semi-quantitative scores are more robust than digital image fibrosis area estimation

BACKGROUND/AIM: Digital image analysis (DIA) allows quantitative assessment of fibrosis on liver biopsy. Accurate determination of a threshold greyscale level representing fibrous tissue is critical. This method has not been fully evaluated in clinical practice.

METHODS: Digital images of stained liver biopsy sections were captured by microscopy and converted to greyscale. A novel method of determining the threshold greyscale value at which to measure fibrosis area was developed (peak proportion area change (PPAC)). Reproducibility was tested in comparison with standard interactive thresholding and with semi-quantitative scoring using the Histological activity index (HAI) system by a histopathologist. Fibrosis areas for different sections from the same biopsy core were also compared by each method.

RESULTS: Comparison between PPAC and interactive thresholding method demonstrated superior reproducibility of the PPAC method: r > 0.7, P < 0.001 compared with r = 0.19-0.64 (not all reaching significance). On a single section, reproducibility was similar for PPAC and the modified HAI system. When different sections from the same core were compared, the HAI system was more robust.

CONCLUSIONS: The PPAC method is superior to standard interactive thresholding. However, variability in DIA scores between sections invalidates the technique for clinical use and semi-quantitative scoring systems remain the gold standard for fibrosis assessment.

Fibrosis, Hepatitis C, Chronic/pathology, Humans, Image Processing, Computer-Assisted, Liver/pathology, Observer Variation, Reproducibility of Results
1478-3223
28-34
Wright, Mark
43325ef9-3459-4c75-b3bf-cf8d8dac2a21
Thursz, Mark
9639d985-1173-4f71-9d24-f404dd9e5c95
Pullen, Rebecca
e68dce7a-e524-429d-8b10-8cd644950e41
Thomas, Howard
6d14c164-8b2f-4e89-bd41-18974c0fafa2
Goldin, Robert
236b8cd1-f43d-4fae-8d55-77cb1704c9c1
Wright, Mark
43325ef9-3459-4c75-b3bf-cf8d8dac2a21
Thursz, Mark
9639d985-1173-4f71-9d24-f404dd9e5c95
Pullen, Rebecca
e68dce7a-e524-429d-8b10-8cd644950e41
Thomas, Howard
6d14c164-8b2f-4e89-bd41-18974c0fafa2
Goldin, Robert
236b8cd1-f43d-4fae-8d55-77cb1704c9c1

Wright, Mark, Thursz, Mark, Pullen, Rebecca, Thomas, Howard and Goldin, Robert (2003) Quantitative versus morphological assessment of liver fibrosis: semi-quantitative scores are more robust than digital image fibrosis area estimation. Liver International, 23 (1), 28-34. (doi:10.1034/j.1600-0676.2003.01771.x).

Record type: Article

Abstract

BACKGROUND/AIM: Digital image analysis (DIA) allows quantitative assessment of fibrosis on liver biopsy. Accurate determination of a threshold greyscale level representing fibrous tissue is critical. This method has not been fully evaluated in clinical practice.

METHODS: Digital images of stained liver biopsy sections were captured by microscopy and converted to greyscale. A novel method of determining the threshold greyscale value at which to measure fibrosis area was developed (peak proportion area change (PPAC)). Reproducibility was tested in comparison with standard interactive thresholding and with semi-quantitative scoring using the Histological activity index (HAI) system by a histopathologist. Fibrosis areas for different sections from the same biopsy core were also compared by each method.

RESULTS: Comparison between PPAC and interactive thresholding method demonstrated superior reproducibility of the PPAC method: r > 0.7, P < 0.001 compared with r = 0.19-0.64 (not all reaching significance). On a single section, reproducibility was similar for PPAC and the modified HAI system. When different sections from the same core were compared, the HAI system was more robust.

CONCLUSIONS: The PPAC method is superior to standard interactive thresholding. However, variability in DIA scores between sections invalidates the technique for clinical use and semi-quantitative scoring systems remain the gold standard for fibrosis assessment.

This record has no associated files available for download.

More information

Published date: 1 February 2003
Keywords: Fibrosis, Hepatitis C, Chronic/pathology, Humans, Image Processing, Computer-Assisted, Liver/pathology, Observer Variation, Reproducibility of Results

Identifiers

Local EPrints ID: 478083
URI: http://eprints.soton.ac.uk/id/eprint/478083
ISSN: 1478-3223
PURE UUID: ad04ca5e-a363-4262-8509-6ecad8d99cd8

Catalogue record

Date deposited: 21 Jun 2023 16:53
Last modified: 17 Mar 2024 02:03

Export record

Altmetrics

Contributors

Author: Mark Wright
Author: Mark Thursz
Author: Rebecca Pullen
Author: Howard Thomas
Author: Robert Goldin

Download statistics

Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.

View more statistics

Atom RSS 1.0 RSS 2.0

Contact ePrints Soton: eprints@soton.ac.uk

ePrints Soton supports OAI 2.0 with a base URL of http://eprints.soton.ac.uk/cgi/oai2

This repository has been built using EPrints software, developed at the University of Southampton, but available to everyone to use.

We use cookies to ensure that we give you the best experience on our website. If you continue without changing your settings, we will assume that you are happy to receive cookies on the University of Southampton website.

×