Evidence map›Paper›PMID 40671833›Full record

ArticleJHEP reports : innovation in hepatology2025

Effect of liver biopsy size on MASLD fibrosis assessment by second-harmonic generation/two-photon excitation fluorescence microscopy.

Daniel T Field, Yayun Ren, Kutbuddin Akbary, Elaine Chng, Dean Tai, Nikolai V Naoumov, David E Kleiner, Jonathan A Fallowfield, Timothy J Kendall, Arun J Sanyal

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Article in JHEP reports : innovation in hepatology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Daniel T FieldEdinburgh Pathology, University of Edinburgh, Edinburgh, UK.
Yayun RenHistoindex Pte. Ltd., Singapore.
Kutbuddin AkbaryHistoindex Pte. Ltd., Singapore.
Elaine ChngHistoindex Pte. Ltd., Singapore.
Dean TaiHistoindex Pte. Ltd., Singapore.
Nikolai V NaoumovDivision of Medicine, University College London, London, UK.
David E KleinerLaboratory of Pathology, Center for Cancer Research, National Cancer Institute, National Institutes of Health, Bethesda, MA, USA.
Jonathan A FallowfieldCentre for Inflammation Research, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, UK.
Timothy J KendallEdinburgh Pathology, University of Edinburgh, Edinburgh, UK.
Arun J SanyalStravitz-Sanyal Institute of Liver Disease and Metabolic Health, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background & Aims: Fibrosis in metabolic dysfunction-associated steatotic liver disease (MASLD) is a prognostic indicator and clinical trial efficacy endpoint. Second-harmonic generation/two-photon excitation fluorescence (SHG/TPEF) microscopy images unstained tissue sections and, when integrated with artificial intelligence models, generates a continuous fibrosis value (qFibrosis) and ordinal qFibrosis stage. The impact of biopsy size and location on the accuracy of these approaches has not been assessed in MASLD, leaving quality assurance procedures undefined. Methods: One unstained section each from 100 hepatectomy/explant MASLD cases, 20 of each pathologist-assigned Non-alcoholic Steatohepatitis Clinical Research Network (NASH-CRN) fibrosis stage (F0-F4), were used to create virtual core biopsies by cropping regions from within the whole parent section. Regions varied in length (5-30 mm) with a fixed width of 0.9 mm, width (0.5-1.3 mm) with a fixed length of 15 mm, or position within the whole parent section. SHG/TPEF was used, and the qFibrosis continuous value and stage of the virtual core biopsies were determined for comparison with those of the whole parent section. Results: The qFibrosis continuous value and stage correlated strongly with pathologist-assigned NASH-CRN stage (r Conclusions: Longer (>20 mm) and wider (>0.9 mm) biopsies provide more accurate fibrosis assessment using SHG/TPEF. Biopsy position and orientation do not influence accuracy. Impact and implications: Fibrosis assessment is an important prognostic indicator and clinical trial endpoint in metabolic dysfunction-associated steatotic liver disease, but liver biopsy sampling variation quality assurance has not been investigated for second-harmonic generation/two-photon excitation fluorescence (SHG/TPEF) microscopy quantification of fibrosis. Longer (>20 mm) and wider (>0.9 mm) biopsies allow for more accurate digital assessment of fibrosis. Clinical trials should incorporate suitable protocols to verify biopsy sizes that optimise digital fibrosis assessment using SHG/TPEF.

Indexed as

Artificial intelligenceBiopsyCollagenDeep learningHumansLiver cirrhosisMetabolic dysfunction-associated steatotic liver diseaseNon-alcoholic fatty liver diseaseQuality controlSecond-harmonic generation microscopy

Identifiers

PMID40671833
PMCPMC12260414

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