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Spatial Single Cell Profiling Using Imaging Mass Cytometry: Inflammatory Versus Penetrating Crohn’s Disease

质量细胞仪 仿形(计算机编程) 流式细胞术 克罗恩病 医学 疾病 病理 生物 计算机科学 免疫学 生物化学 基因 表型 操作系统
作者
Malte Lehmann,Benjamin Weixler,Sefer Elezkurtaj,Christopher Loddenkemper,Imke Atreya,Raja Atreya,Petra Bächer,Christoph Becker,Christian Bojarski,Nathalie Britzen‐Laurent,Caroline Bosch‐Voskens,Hyun‐Dong Chang,Andreas Diefenbach,Claudia Günther,Ahmed N. Hegazy,Kai Hildner,Christoph S. N. Klose,Kristina Koop,Susanne M. Krug,Kristina Koop,Moritz Leppkes,Rocío López-Posadas,Leif S. Ludwig,Clemens Neufert,Markus F. Neurath,Jay V. Patankar,M S Prüß,Andreas Radbruch,Chiara Romagnani,Francesca Ronchi,Ashley D. Sanders,Alexander Scheffold,Jörg‐Dieter Schulzke,Michael Schümann,Sebastian Schürmann,Britta Siegmund,Michael Stürzl,Zlatko Trajanoski,Antigoni Triantafyllopoulou,Maximilian J. Waldner,Carl Weidinger,Stefan Wirtz,Sebastian Zundler,Kristina Koop,Britta Siegmund
出处
期刊:Journal of Crohn's and Colitis [Oxford University Press]
卷期号:18 (8): 1305-1318
标识
DOI:10.1093/ecco-jcc/jjae033
摘要

Abstract Background and Aims Fistula formation is a major complication in Crohn’s disease [CD] and the role of the immune cell compartment remains to be elucidated. Thus, we compared the immune cell compartment of CD fistula to inflammatory CD colitis using imaging mass cytometry [IMC] and immunofluorescence. Methods A 36-marker panel including structural, functional, and lineage markers for use in IMC was established. This panel was applied to analyse paraffin-embedded CD fistula tract [n = 11], CD colitis [n = 10], and colon samples from non-inflamed controls [n = 12]. Computational methods for cell segmentation, dimensionality reduction, and cell type clustering were used to define cell populations for cell frequency, marker distribution, and spatial neighbourhood analysis. Multiplex immunofluorescence was used for higher resolution spatial analysis. Results Analysis of cell frequencies in CD fistulas compared to CD colitis and control colonic samples revealed a significant increase in neutrophils, effector cytotoxic T cells, and inflammatory macrophages in CD fistula samples, whereas regulatory T cells were decreased. Neutrophils in CD fistula expressed significantly more matrix metalloproteinase 9 [MMP9], correlating with extracellular matrix remodelling. Neighbourhood analysis revealed a strong association between MMP9+ neutrophils and effector cytotoxic T cells in both CD fistulas and colitis. Conclusions This study presents the first highly multiplexed single cell analysis of the immune cell compartment of CD fistulas and their spatial context. It links immune cell dynamics, particularly MMP9+ neutrophils, to extracellular matrix remodelling in CD fistulas, offering insights into the complex network of cellular interactions and potential therapeutic targets for CD complications.
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