Spatiotemporal resolving Crohn's disease fibrosis
Download from source ↗Dataset overview
Spatiotemporal analysis of Crohn's disease reveals PECAM2 signaling at the basis of the inflammation-to-fibrosis transition.
Abstract
<h4>Background and aims</h4>Crohn's disease (CD) is a chronic inflammatory disease of the bowel, often complicated by fibrotic strictures, for which medical treatment is lacking, and surgery is commonly required. The mechanisms underlying the progression from chronic inflammation to fibrosis are not yet defined. We aim to unravel CD pathogenesis using a cutting-edge computational pipeline combining several available tools.<h4>Methods</h4>Spatial transcriptomics was performed on 13 surgical specimens, including inflamed and fibrotic CD tissues and healthy controls. The resulting spatial data were integrated with single-cell RNA sequencing to trace the cellular and molecular transitions from healthy intestine to fibrotic tissue. Ligand-receptor interaction and pseudotime analyses were employed to infer dynamic cell-cell communication networks and lineage trajectories. Key computational findings were validated through immunostaining in an independent cohort of CD patients. Finally, the therapeutic relevance of the identified target was evaluated in a TNBS-induced chronic colitis mouse model upon CD38 inhibitor administration.<h4>Results</h4>We demonstrated that intestinal cytoarchitecture was rearranged while chronic inflammation progressed. CD-associated fibrosis evolved within the mesenchymal compartment, driven by PECAM2 signaling through the PECAM1-CD38 interaction. In parallel, ApoA signaling, particularly the APOA1-ABCA interaction, emerged as relevant for maintaining epithelial and stromal homeostasis, while its downregulation was associated with fibrosis development. Moreover, inhibition of CD38 signaling effectively reduced colitis symptoms and colon thickening in the experimental TNBS-induced model of chronic inflammation.<h4>Conclusions</h4>Our results provide insights into CD38-driven fibrosis and indicate that blockade of PECAM2 signaling could reduce the development of strictures in patients with CD, potentially offering a new treatment target.
doi:10.1093/ecco-jcc/jjaf130 ↗ PMID 40680170 ↗ PMC12448854 ↗
Study facts
- Organism
- Homo sapiens
- Platform
- 10x Genomics Visium Spatial Gene Expression
- Age group
- —
- Disease groups
- —
- Anatomical sites
- Ileums
Data availability
- Processed matrix
- Histology images
File types
H5TIFF
Files and samples
- filelist.txt ↗
- GSE277348_RAW.tar ↗
- GSM8520390_CAVG10033_2024-04-18_12-23-52_2024-04-18_11-51-39_V53Y30-352_A_OSR_IBD-1.tif.gz ↗
- GSM8520390_OSR_IBD_1_A1.filtered_feature_bc_matrix.h5 ↗
- GSM8520391_CAVG10033_2024-04-18_12-23-52_2024-04-18_11-51-39_V53Y30-352_B_OSR_IBD-2.tif.gz ↗
- GSM8520391_OSR_IBD_2_B2.filtered_feature_bc_matrix.h5 ↗
- index.html ↗
- Ileums2
| Accession | Sample | Tissue | Molecule |
|---|---|---|---|
GSM8520390 |
CD composite 1 | Ileums | polyA RNA |
GSM8520391 |
CD composite 2 | Ileums | polyA RNA |
Strengths & limitations for reuse
Strengths
- Processed matrices are advertised
- Histology images are advertised
Limitations
- Not documented: raw counts are advertised
- Not documented: spatial coordinates are advertised
- Not documented: participant counts are documented
Extraction evidence & provenance
Each extracted field is shown with the source excerpt and location used to resolve it.
Assay
| Field | Value | Evidence |
|---|---|---|
assay.platform |
10x Genomics Visium Spatial Gene Expression |
10× Visium Spatial Gene Expression slide Section |
assay.reference_genome |
hg38 from source |
hg38 Section |
assay.resolution |
spot |
Reads, UMI Counts, and Genes per Spot under Tissue Section |
assay.segmentation_method |
SPATA2 v2.0.4 |
Digital segmentation of the different slices was performed with SPATA2 (v2.0.4). Section |
assay.sequencing_based |
True from source |
GEO assay type/library strategy: OTHER Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.disease_activity_metadata_available |
True |
three regions of interest per each sample representing the healthy region ... an intermediate tract ... and the maximally affected area Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.file_manifest |
True from source |
Supplementary files enumerated in family SOFT (ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM8520nnn/GSM8520390/suppl/GSM8520390_OSR_IBD_1_A1.filtered_feature_bc_matrix.h5) Section |
data_assets.histology_images |
True from source |
GEO deposit evidence: TIFF in GEO suppfile types Section |
data_assets.processed_matrix |
True from source |
GEO deposit evidence: ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM8520nnn/GSM8520390/suppl/GSM8520390_OSR_IBD_1_A1.filtered_feature_bc_matrix.h5 Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['Ileums'] from source |
GEO sample source names: Ileums Section |
specimens.inflamed_status_available |
True |
representing the healthy region, an intermediate tract displaying inflammation with initial fibrotic changes, and the maximally affected areas with marked fibrosis Section |
specimens.number_of_samples |
2 computed |
2 GSM records parsed from GEO family SOFT Section |
specimens.number_of_tissue_sections |
13 |
CD- and healthy subject-derived intestinal samples (n = 13 slices, 11 CD and 2 controls Section |
specimens.preservation_method |
formalin-fixed, paraffin-embedded (FFPE) |
The formalin-fixed, paraffin-embedded (FFPE) tissues were inspected by the pathologist Section |
specimens.specimen_type |
resection |
we selected surgical leftovers from patients undergoing ileocecal resection due to stricturing CD Section |