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Updated: Apr 14, 2026

3D Imaging of the Liver Extracellular Matrix in a Mouse Model of Non-Alcoholic Steatohepatitis
Published on: February 25, 2022
Evaluation of area-based collagen scoring by nonlinear microscopy in chronic hepatitis C-induced liver fibrosis
David Sevrain1, Matthieu Dubreuil2, Grace Elizabeth Dolman3
1University of Brest, EA938 Laboratoire de Spectrométrie et Optique Laser, SFR Scinbios, 6 avenue le Gorgeu CS 93837, Brest Cedex 3, 29238, France ; IMNC - UMR8165 Campus d'Orsay, Bât 440, 91405 Orsay Cedex, France.
Abstract:
In this paper we analyze a fibrosis scoring method based on measurement of the fibrillar collagen area from second harmonic generation (SHG) microscopy images of unstained histological slices from human liver biopsies. The study is conducted on a cohort of one hundred chronic hepatitis C patients with intermediate to strong Metavir and Ishak stages of liver fibrosis. We highlight a key parameter of our scoring method to discriminate between high and low fibrosis stages. Moreover, according to the intensity histograms of the SHG images and simple mathematical arguments, we show that our area-based method is equivalent to an intensity-based method, despite saturation of the images. Finally we propose an improvement of our scoring method using very simple image processing tools.

