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. 2025 Oct;57(10):1938-1946.
doi: 10.1016/j.dld.2025.08.002. Epub 2025 Aug 20.

Quantifying fibrosis in inflammatory bowel diseases - contribution of digital pathology

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Quantifying fibrosis in inflammatory bowel diseases - contribution of digital pathology

Miha Jerala et al. Dig Liver Dis. 2025 Oct.

Abstract

Background: Fibrosis is a common characteristic of inflammatory bowel diseases (IBD), especially Crohn's disease (CD). Despite its significant contribution to disease morbidity, current histological methods for evaluating fibrosis in IBD lack standardization and suffer from poor reproducibility. Adding to the complexity, fibrosis varies across the different layers of the bowel wall.

Methods: We applied a quantitative and phenotypic digital image analysis platform (FibroNest™) to whole slide images of IBD resection specimens stained with Masson trichrome to assess fibrosis and generate reproducible continuous scores for fibrosis severity. We also calculated four subscores based on different phenotypes of histological fibrosis to provide insights in the underlying differences of fibrosis in different bowel wall layers and disease states (CD with or without fibrostenosis and ulcerative colitis (UC)).

Results and conclusions: The generated scores showed a clear and significant separation of CD with fibrostenosis from CD without fibrostenosis and UC, while CD without fibrostenosis showed scores intermediate between UC and CD with fibrostenosis. We also devised a specific protocol to assess fibrosis in the mucosal layer, which has very little fibrosis but is accessible to endoscopic biopsies in contrast to the deeper layers. The mucosal protocol detected significant differences in fibrosis characteristics of the mucosa in CD with fibrosis and CD without fibrosis, which could possibly detect patients with underlying fibrostenosis before bowel resection.

Keywords: Crohn’s disease; Digital pathology; Fibrosis; Image analysis.

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Conflict of interest statement

Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests. Mathieu Petitjean and Li Chen report a relationship with PharmaNest, Inc. that include employment and stock ownership. Mathieu Petitjean has patent #US11798163B2 issued to Pharmanest LLC. Other authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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