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 |
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 |