Three-Dimensional Imaging of Cleared Human Liver Tissue Reveals Extensive Spatial Heterogeneity of Fibrosis in Metabolic Dysfunction Associated-Steatotic Liver Disease

dc.contributor.authorYiğit, Buket
dc.contributor.authorÖzgönül, Ekin
dc.contributor.authorYaman, Ömer
dc.contributor.authorSipahioğlu, Tarık
dc.contributor.authorUlukan, Burge
dc.contributor.authorTaş, Yağmur Çetin
dc.contributor.authorMorova, Berna
dc.contributor.authorAydın, Musa
dc.contributor.authorUysallı, Yiğit
dc.contributor.authorDemirtaş, Elif
dc.contributor.authorErkan, Mert
dc.contributor.authorTellioğlu, Gürkan
dc.contributor.authorAtak, Dila
dc.contributor.authorÖzdemir, Yasemin Gürsoy
dc.contributor.authorKarahüseyinoğlu, Serçin
dc.contributor.authorYurdaydın, Cihan
dc.contributor.authorAkyıldız, Murat
dc.contributor.authorSheth, Abhishek
dc.contributor.authorAithal, Guruprasad Padur
dc.contributor.authorKırımlıoğlu, Hale
dc.contributor.authorDayangaç, Murat
dc.contributor.authorFerhanoğlu, Onur
dc.contributor.authorKiraz, Alper
dc.contributor.authorZeybel, Müjdat
dc.date.accessioned2026-06-25T11:09:07Z
dc.date.issued2022
dc.departmentFSM Vakıf Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü
dc.description.abstractBackground: Precise assessment of liver fibrosis in patients is challenging. Liver biopsy is a well-established technique, however histopathological examination of such small samples is prone to staging inaccuracy, hence novel modalities are needed. We aimed to perform 3D imaging of optically transparent liver samples by light-sheet microscopy (LSM) to quantify extracellular matrix (ECM) proteins. Methods and Results: Fifty-seven MASLD, thirty-eight chronic hepatitis and twelve healthy subjects 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 optimised 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 determined 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. Interpretation: For the first time, we have developed a method of analysing 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.
dc.identifier.citationYİĞİT, Buket, Ekin ÖZGÖNÜL, Ömer YAMAN, Tarık SİPAHİOĞLU, Burge ULUKAN, Yağmur Çetin TAŞ, Berna MOROVA, Musa AYDIN, Yiğit UYSALLI, Elif DEMİRTAŞ, Mert ERKAN, Gürkan TELLİOĞLU, Dila ATAK, Yasemin Gürsoy ÖZDEMİR, Serçin KARAHÜSEYİNOĞLU, Cihan YURDAYDIN, Murat AKYILDIZ, Abhishek SHETH, Guruprasad Padur AITHAL, Hale KIRIMLIOĞLU, Murat DAYANGAÇ, Onur FERHANOĞLU, Alper KİRAZ & Müjdat ZEYBEL. "Three-Dimensional Imaging of Cleared Human Liver Tissue Reveals Extensive Spatial Heterogeneity of Fibrosis in Metabolic Dysfunction Associated-Steatotic Liver Disease". Journal of Hepatology, 77 (2026): 1-28.
dc.identifier.doi10.2139/ssrn.4696492
dc.identifier.endpage28
dc.identifier.issue77
dc.identifier.startpage1
dc.identifier.urihttps://papers.ssrn.com/sol3/papers.cfm?abstract_id=4696492
dc.identifier.urihttps://hdl.handle.net/11352/6174
dc.identifier.wosWOS:000826275103342
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.language.isoen
dc.publisherSSRN
dc.relation.ispartofJournal of Hepatology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.titleThree-Dimensional Imaging of Cleared Human Liver Tissue Reveals Extensive Spatial Heterogeneity of Fibrosis in Metabolic Dysfunction Associated-Steatotic Liver Disease
dc.typeArticle

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