Foundry120 atlas

Spatiotemporal resolving Crohn's disease fibrosis

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Dataset overview

Participants None
Samples 2
Reuse readiness 4.4/10 evidence-backed score

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.

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

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

FieldValueEvidence
assay.platform 10x Genomics Visium Spatial Gene Expression
10× Visium Spatial Gene Expression slide

Section 2.3, offset 7900

assay.reference_genome hg38 from source
hg38

Section GEO family SOFT, offset —

assay.resolution spot
Reads, UMI Counts, and Genes per Spot under Tissue

Section 2.3, offset 8700

assay.segmentation_method SPATA2 v2.0.4
Digital segmentation of the different slices was performed with SPATA2 (v2.0.4).

Section 2.3, offset 8400

assay.sequencing_based True from source
GEO assay type/library strategy: OTHER

Section GEO family SOFT, offset —

Cohort

FieldValueEvidence
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 3.1, offset 10300

Data_Assets

FieldValueEvidence
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 GEO family SOFT, offset —

data_assets.histology_images True from source
GEO deposit evidence: TIFF in GEO suppfile types

Section GEO record summary, offset —

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 GEO family SOFT, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['Ileums'] from source
GEO sample source names: Ileums

Section GEO family SOFT, offset —

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 2.1, offset 5700

specimens.number_of_samples 2 computed
2 GSM records parsed from GEO family SOFT

Section GEO family SOFT, offset —

specimens.number_of_tissue_sections 13
CD- and healthy subject-derived intestinal samples (n = 13 slices, 11 CD and 2 controls

Section 3.1, offset 10300

specimens.preservation_method formalin-fixed, paraffin-embedded (FFPE)
The formalin-fixed, paraffin-embedded (FFPE) tissues were inspected by the pathologist

Section 2.1, offset 4400

specimens.specimen_type resection
we selected surgical leftovers from patients undergoing ileocecal resection due to stricturing CD

Section 2.1, offset 4200