Human CD fibrosis study using single cell and spatial data
Download from source ↗Dataset overview
IL1β<sup>+</sup> macrophages promote intestinal fibrosis in Crohn's disease by secreting AREG to activate PI16<sup>+</sup> fibroblasts.
Abstract
BACKGROUND: Excessive extracellular matrix deposition is a hallmark of intestinal fibrosis in Crohn’s disease (CD), with fibroblasts playing a central pathogenic role. This study aimed to elucidate how macrophages regulate fibroblast activity and contribute to intestinal fibrosis development in CD. METHODS: Single-cell RNA sequencing (scRNA-seq) data from the Cleveland and MGH cohorts were integrated to identify IL1β+ macrophages and PI16+ fibroblasts involved in CD-associated fibrosis. Subsequently, above cell–cell interactions were validated by in vitro experiments such as flow cytometry, co-culture assays, ELISA and western blotting. The functional role of amphiregulin (AREG) and its neutralizing antibody AR37 was further assessed in the DSS-induced chronic intestinal fibrosis mice models. RESULTS: PI16+ fibroblasts exhibited the highest ECM score, indicating their prominent role in extracellular matrix production. IL1β+ macrophages showed the highest pro-fibrotic signature score, suggesting strong pro-fibrotic potential. The ligand–receptor analysis revealed AREG–EGFR interactions between IL1β+ macrophages and PI16+ fibroblasts. The scRNA-seq data identified IL1β+ macrophages as the predominant cellular source of pro-fibrotic factor AREG. Moreover, the in-vitro assays revealed that IL1β+ macrophages promoted proliferation and activation of PI16+ fibroblasts by secreting AREG. The animal experiment results revealed that AREG neutralizing antibody AR37 attenuated PI16 + fibroblasts expansion and intestinal fibrosis in DSS-induced chronic fibrosis models. CONCLUSION: IL1β+ macrophages promote intestinal fibrosis of CD by increasing proliferation and activation of PI16 + fibroblasts via AREG-EGFR signaling. Targeting the AREG-EGFR signaling could disrupt IL1β+ macrophages-PI16+ fibroblasts crosstalk to mitigate intestinal fibrosis progression in CD.
doi:10.1186/s12967-026-07969-7 ↗ PMID 41832478 ↗ PMC13101161 ↗
Study facts
- Organism
- Homo sapiens
- Platform
- 10x 3' v3
- Age group
- adult
- Disease groups
- —
- Anatomical sites
- ascending colon, colon, small intestine
Data availability
- Processed matrix
- Analysis code
File types
ANNDATA
Files and samples
Strengths & limitations for reuse
Strengths
- Processed matrices are advertised
- Cell metadata are advertised
- Analysis code is available
- Participant counts are documented
Limitations
- Not documented: raw counts are advertised
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.assay_type |
10x 3' v3 from source |
assay=10x 3' v3 Section |
assay.sequencing_type |
scrna_seq |
Single-cell and spatial transcriptomics of stricturing Crohn’s disease highlights a fibrosis-associated network Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.age_group |
adult from source |
Adult Section |
cohort.crohns_disease_participants |
21 from source |
61 samples from 21 patients with CD and 10 patients without inflammatory bowel disease (IBD). Section |
cohort.non_ibd_controls |
10 from source |
61 samples from 21 patients with CD and 10 patients without inflammatory bowel disease (IBD). Section |
cohort.total_participants |
31 computed |
21 CD and 10 non-IBD patients Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.analysis_code |
True from source |
Data and scripts Section |
data_assets.cell_metadata |
True inferred |
Cleaned_raw_annotated_object_LK.v2.h5ad Section |
data_assets.open_access |
True from source |
"public": true Section |
data_assets.processed_matrix |
True |
AnnData Section |
Processing
| Field | Value | Evidence |
|---|---|---|
processing.batch_correction_reported |
True |
To correct batch effects, the Harmony algorithm (Harmony v1.2.3) was applied before clustering. Section |
processing.cell_type_annotation_method |
Seurat workflow with canonical marker genes |
major cell types—including TNK cells, B cells, myeloid cells (neutrophils, monocytes, macrophages, conventional dendritic cells and mast cells), epithelial cells, endothelial cells, smooth muscle cells (SMC), fibroblasts and lymphoid endothelial cells—were annotated based on canonical marker genes. Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['ascending colon', 'colon', 'small intestine'] from source |
tissues=ascending colon, colon, small intestine Section |
specimens.number_of_cells |
347017 from source |
cell_count=347017 Section |
specimens.number_of_samples |
61 from source |
we paired single-cell and spatial transcriptomics in 61 samples Section |