Foundry120 atlas

Human CD fibrosis study using single cell and spatial data

Download from source ↗

Dataset overview

Participants 31
Samples 61
Reuse readiness 6.4/10 evidence-backed score

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.

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

FieldValueEvidence
assay.assay_type 10x 3' v3 from source
assay=10x 3' v3

Section structured repository metadata, offset —

assay.sequencing_type scrna_seq
Single-cell and spatial transcriptomics of stricturing Crohn’s disease highlights a fibrosis-associated network

Section description, offset —

Cohort

FieldValueEvidence
cohort.age_group adult from source
Adult

Section MeSH headings, offset —

cohort.crohns_disease_participants 21 from source
61 samples from 21 patients with CD and 10 patients without inflammatory bowel disease (IBD).

Section abstract, offset —

cohort.non_ibd_controls 10 from source
61 samples from 21 patients with CD and 10 patients without inflammatory bowel disease (IBD).

Section abstract, offset —

cohort.total_participants 31 computed
21 CD and 10 non-IBD patients

Section description, offset —

Data_Assets

FieldValueEvidence
data_assets.analysis_code True from source
Data and scripts

Section external_resources, offset —

data_assets.cell_metadata True inferred
Cleaned_raw_annotated_object_LK.v2.h5ad

Section study_files, offset —

data_assets.open_access True from source
"public": true

Section study metadata, offset —

data_assets.processed_matrix True
AnnData

Section study_files, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['ascending colon', 'colon', 'small intestine'] from source
tissues=ascending colon, colon, small intestine

Section structured repository metadata, offset —

specimens.number_of_cells 347017 from source
cell_count=347017

Section structured repository metadata, offset —

specimens.number_of_samples 61 from source
we paired single-cell and spatial transcriptomics in 61 samples

Section abstract, offset —