Multi-omics reveals fibroblast subtypes with distinct roles in inflammatory bowel disease

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Authors: Xushun Guo, Mudan Zhang, Jing Han, Li Li, Zhuo Xie, G Q Zhang, Shenghong Zhang, Gaoshi Zhou
Cited by: 1
References: 50

Abstract

BACKGROUND: Inflammatory bowel disease (IBD) is a chronic inflammatory disorder of the gastrointestinal tract involving complex interactions among epithelial, immune, and stromal components. Fibroblasts are key regulators of intestinal inflammation and fibrosis, but their heterogeneity, distribution, and therapeutic potential remain unclear. METHODS: We systematically identified and characterized intestinal fibroblast subtypes in IBD while exploring the intercellular communication between fibroblasts and immune cells through the integration of single-cell RNA sequencing (scRNA-seq) and spatial transcriptomics (ST) analyses. Functional gene signatures derived from fibroblast subtypes were applied to bulk RNA-seq datasets to predict therapeutic responses using logistic regression and random forest models. Concurrently, pertinent findings were validated in the intestinal tissues and primary fibroblasts of patients with IBD using multiplex immunohistochemistry (mIHC), western blotting, and quantitative real-time PCR (qPCR). RESULTS: matrix-producing fibroblasts (mFibro_FAP). These subsets demonstrate distinct transcription factor activity, metabolic reprogramming, and spatial proximity to immune infiltrates, and they undergo remodeling within the inflammatory microenvironment of IBD. Pseudotime trajectory analysis suggested that the iFibro_ICAM1 subset potentially represents a precursor state. CellChat analysis revealed enhanced intercellular communication between fibroblast subsets and immune cells in ileal and colorectal IBD tissues. Furthermore, a machine learning model based on gene expression signatures derived from these fibroblasts effectively predicted poor therapeutic responses to anti-TNF treatments in patients with IBD. CONCLUSIONS: This study provides a comprehensive characterization of fibroblast heterogeneity in IBD, highlighting the crucial roles of inflammatory and fibrotic fibroblast subsets as key mediators of immune-stromal interactions and potential predictors of therapeutic responsiveness.

Fields of Study & Subjects

Single-cell and spatial transcriptomics Inflammatory Bowel Disease Gut microbiota and health

Publication details

Journal / source
Biology Direct
Publisher
Springer Science and Business Media LLC
Volume
21
Issue
1
Publication date
9 June 2026
Language
EN