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Investigating hepatic fibrosis heterogeneity by three-dimensional imaging in metabolic dysfunction-associated steatotic liver disease

  • Buket Yigit
  • , Ekin Ozgonul
  • , Omer Yaman
  • , Tarik Sipahioglu
  • , Burge Ulukan
  • , Yagmur Cetin Tas
  • , Berna Morova
  • , Musa Aydin
  • , Yigit Uysalli
  • , Elif Demirtas
  • , Mert Erkan
  • , Gurkan Tellioglu
  • , Dila Atak
  • , Yasemin Gursoy Ozdemir
  • , Sercin Karahuseyinoglu
  • , Cihan Yurdaydin
  • , Murat Akyildiz
  • , Abhishek Sheth
  • , Guruprasad Padur Aithal
  • , Hale Kirimlioglu
  • Murat Dayangac, Onur Ferhanoglu, Alper Kiraz, Müjdat Zeybel*
*Corresponding author for this work
  • Department of Gastroenterology and Hepatology
  • Koc University
  • Department of Physics
  • Department of Neuroscience
  • Department of Computer Engineering
  • Fatih Sultan Mehmet Vakif Universitesi
  • Graduate School of Health Sciences
  • Department of General Surgery
  • Acibadem Mehmet Ali Aydinlar Universitesi
  • Department of General Surgery
  • Department of Histology and Embryology
  • Nottingham University Hospitals NHS Trust & University of Nottingham
  • Department of Pathology
  • Department of General Surgery
  • Istanbul Medipol University

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

Abstract

Although liver biopsy is a well-established technique to assess fibrosis it has several limitations, including invasive nature, semi-quantitative assessment methods, significant sampling and observer variability, making precise assessment of hepatic fibrosis challenging. Accurate and reliable modalities are crucial for clinical trials to characterize hepatic fibrosis monitorization effectively. We aimed to perform 3-dimensional imaging of optically transparent liver samples by light-sheet microscopy (LSM) to quantify extracellular matrix (ECM) proteins. Fifty-seven MASLD, thirty-eight chronic hepatitis patients and twelve healthy individuals were included. Liver tissues were cleared with a CLARITY method. 3D imaging of ECM was performed via the newly developed LSM. Collagen Proportionate Volume (CPV) and Elastin Proportionate Volume (EPV) values were calculated by analysis of over 200 sections per sample through morphometry. We have optimized a method which achieves transparency of liver tissues in advanced fibrotic stages of MASLD and optimized non-destructive slide-free fibrosis pathology of whole fresh and FFPE liver biopsy samples. Cut-off values for CPV and EPV were established for fibrotic stages. CPV and EPV analysis showed a considerable optical section heterogeneity resulting in a fibrosis stage of variance within the sample. Volumetric image analysis for fibrosis staging revealed that only 44% and 47% of optical sections would be staged the same for F3 and F4, respectively. For the first time, our findings demonstrate a novel method of analyzing 3D digital pathology of liver fibrosis using in-house LSM. Volumetric imaging of whole liver biopsy samples showed that fibrosis heterogeneity occurs even in different sections.

Original languageEnglish
Article number20736
JournalScientific Reports
Volume15
Issue number1
DOIs
Publication statusPublished - Dec 2025

Bibliographical note

Publisher Copyright:
© The Author(s) 2025.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

Keywords

  • 3D imaging
  • CLARITY
  • Liver fibrosis
  • MASLD
  • Slide-free pathology

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