Human CD atlas study between colon and terminal ileum
Download from source ↗Dataset overview
Impact of hypercoagulable state on Crohn's disease severity and progression: transcriptomic and single-cell analyses of the ileum.
Abstract
<h4>Background</h4>The mechanisms linking hypercoagulability to disease severity in Crohn's disease (CD) remain poorly understood. Through integrated transcriptomic and single-cell analyses of ileal tissues, we identified a novel CCR6<sup>+</sup>OLFM4<sup>+</sup> intestinal stem cell subpopulation that bridges coagulation and inflammation in CD.<h4>Methods</h4>A cohort of 78 CD patients was established, utilizing transcriptomic data from three independent ileal samples obtained from the GEO database as discovery and validation datasets. Coagulation-related DEGs (CRGs) were determined via AmiGO 2 and KEGG databases. Based on these CRGs, CD patients were subclustered, coagulation scores were calculated, and gene expression changes were evaluated. Public single-cell RNA sequencing data from CD patient ileal epithelial cells were analyzed to identify key target cells influenced by coagulation. Immune infiltration was evaluated based on coagulation scores across subgroups. Ileal tissues from CD patients with different coagulation statuses were examined using Immunofluorescence Staining.<h4>Results</h4>Single-cell analysis of ileal epithelium revealed a novel CCR6<sup>+</sup>OLFM4<sup>+</sup> stem cell subpopulation that was significantly expanded in CD patients with hypercoagulability (<i>P</i><0.05). These cells showed marked upregulation of PI3K-Akt signaling and correlated strongly with disease severity. Immunofluorescence validation confirmed a 2.3-fold increase in CCR6<sup>+</sup>OLFM4<sup>+</sup> cells in the epithelial layer of hypercoagulable CD patients compared to normocoagulable controls. The concurrent activation of coagulation pathways and immune cell infiltration in CD ileum suggests this stem cell subpopulation may serve as a critical link between hypercoagulability and disease progression.<h4>Conclusion</h4>Our findings nominate CCR6<sup>+</sup>OLFM4<sup>+</sup> stem cells as cellular mediators of coagulation-associated CD progression, suggesting the CCR6-PI3K-Akt axis as a potential therapeutic target requiring validation in larger cohorts.
doi:10.3389/fimmu.2025.1611114 ↗ PMID 41080579 ↗ PMC12507747 ↗
Study facts
- Organism
- Homo sapiens
- Platform
- 10x 3' v1
- Age group
- —
- Disease groups
- —
- Anatomical sites
- colon, ileum
Data availability
- Raw counts
- Processed matrix
- Analysis code
File types
10X BARCODES FILE10X GENES FILECLUSTERMETADATAMM COORDINATE MATRIX
Files and samples
- CO_EPI.scp.barcodes - Copy.tsv ↗
- CO_EPI.scp.barcodes.tsv ↗
- CO_EPI.scp.features - Copy.tsv ↗
- CO_EPI.scp.features.tsv ↗
- CO_EPI.scp.matrix.mtx ↗
- CO_EPI.scp.raw.mtx ↗
- CO_IMM.scp.barcodes - Copy.tsv ↗
- CO_IMM.scp.barcodes.tsv ↗
- CO_IMM.scp.features - Copy.tsv ↗
- CO_IMM.scp.features.tsv ↗
- CO_IMM.scp.matrix.mtx ↗
- CO_IMM.scp.raw.mtx ↗
- CO_STR.scp.barcodes - Copy.tsv ↗
- CO_STR.scp.barcodes.tsv ↗
- CO_STR.scp.features - Copy.tsv ↗
- CO_STR.scp.features.tsv ↗
- CO_STR.scp.matrix.mtx ↗
- CO_STR.scp.raw.mtx ↗
- Colon epithelial UMAP ↗
- Colon immune UMAP ↗
- Colon stromal UMAP ↗
- scp_metadata_combined.v2.txt ↗
- TI epithelial UMAP ↗
- TI immune UMAP ↗
- TI stromal UMAP ↗
- TI_EPI.scp.barcodes - Copy.tsv ↗
- TI_EPI.scp.barcodes.tsv ↗
- TI_EPI.scp.features - Copy.tsv ↗
- TI_EPI.scp.features.tsv ↗
- TI_EPI.scp.matrix.mtx ↗
- TI_EPI.scp.raw.mtx ↗
- TI_IMM.scp.barcodes - Copy.tsv ↗
- TI_IMM.scp.barcodes.tsv ↗
- TI_IMM.scp.features - Copy.tsv ↗
- TI_IMM.scp.features.tsv ↗
- TI_IMM.scp.matrix.mtx ↗
- TI_IMM.scp.raw.mtx ↗
- TI_STR.scp.barcodes - Copy.tsv ↗
- TI_STR.scp.barcodes.tsv ↗
- TI_STR.scp.features - Copy.tsv ↗
- TI_STR.scp.features.tsv ↗
- TI_STR.scp.matrix.mtx ↗
- TI_STR.scp.raw.mtx ↗
Strengths & limitations for reuse
Strengths
- Raw counts are advertised
- Processed matrices are advertised
- Cell metadata are advertised
- Analysis code is available
- 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.assay_type |
10x 3' v1 from source |
assay=10x 3' v1 Section |
assay.sequencing_type |
scrna_seq from source |
Single-cell Rna Sequencing Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.crohns_disease_participants |
71 |
The landscape of immune dysregulation in Crohn’s Disease revealed through single-cell transcriptomic profiling in the ileum and colon Section |
cohort.disease_activity_metadata_available |
True |
71 donors with varying inflammation status. Section |
cohort.total_participants |
71 from source |
we profiled 720,633 cells from terminal ileum and colon of 71 donors with varying inflammation status. Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.analysis_code |
True from source |
code and data files used to generate the main figures Section |
data_assets.cell_metadata |
True from source |
scp_metadata_combined.v2.txt Section |
data_assets.open_access |
True from source |
public": true Section |
data_assets.processed_matrix |
True from source |
CO_EPI.scp.matrix.mtx Section |
data_assets.raw_counts |
True from source |
Colon epithelial (raw counts) Section |
data_assets.raw_reads |
False inferred |
CO_EPI.scp.raw.mtx Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['colon', 'ileum'] from source |
tissues=colon, ileum Section |
specimens.inflamed_status_available |
True |
71 donors with varying inflammation status. Section |
specimens.number_of_cells |
720633 from source |
cell_count=720633 Section |