RNA sequencing of purified intestinal epithelial cells from paediatric biopsies including Inflammatory Bowel Disease and healthy controls
Download from source ↗Dataset overview
Deciphering immune and cellular reprogramming during the progression from inflammatory bowel disease to colorectal cancer using multi-omics single-cell and spatial transcriptomics.
Abstract
BACKGROUND: Inflammatory bowel disease (IBD) represents a group of chronic and relapsing inflammatory disorders of the gastrointestinal tract, primarily encompassing Crohn’s disease (CD) and ulcerative colitis (UC). To elucidate immune heterogeneity and molecular mechanisms underlying IBD pathogenesis, we performed an integrated high-resolution transcriptomic and experimental analysis across 1436 patients with IBD and CRC. METHODS: 436 samples in transcriptomics level were analyzed, including 415 bulk RNA-seq, 18 single-cell RNA-seq (10x Genomics), and 3 spatial transcriptomic (Visium) samples from human intestinal tissue. Additionally, serum carcinoembryonic antigen (CEA) levels were evaluated in 1000 patients diagnosed with IBD (CD or UC) and colorectal cancer (CRC). RESULTS: Single-cell analysis identified major immune and stromal cell types, among which epithelial cells, T cells, B cells, and tissue stem cells were the most abundant in both CD and UC tissues. Comparative profiling revealed an increase in epithelial and stem cell populations in diseased tissues, indicating enhanced epithelial regeneration and immune activation. Integration of bulk and single-cell RNA-seq datasets highlighted several disease-associated genes, including: CEACAM5, LGALS1, NUAK1, and PDGFRA, with CEACAM5 showing consistent upregulation across CD and UC samples. Pseudotime trajectory analysis demonstrated that CEACAM5 expression increased during the later stages of epithelial cell differentiation and suggesting its involvement in mucosal remodeling and chronic inflammation. Spatial transcriptomic mapping confirmed localized CEACAM5 overexpression in epithelial regions of colorectal cancer tissues, further supporting its role in disease progression. Serological analysis revealed that serum CEA levels were significantly higher in CRC compared to IBD and within IBD, Crohn’s disease patients exhibited higher CEA levels than ulcerative colitis patients (P < 0.05). CONCLUSIONS: Collectively, these findings indicate that CEACAM5 (CEA) serves as a key molecular marker linking epithelial activation in IBD to tumorigenic processes in colorectal cancer and providing potential diagnostic and prognostic value for distinguishing inflammatory bowel disease and colorectal cancer.
doi:10.1186/s12967-026-08158-2 ↗ PMID 42001187 ↗ PMC13122952 ↗
Study facts
- Organism
- —
- Platform
- Illumina HiSeq 2500
- Age group
- paediatric
- Disease groups
- —
- Anatomical sites
- —
Data availability
- Analysis code
Strengths & limitations for reuse
Strengths
- Raw reads are advertised
- Analysis code is available
- Sample counts are documented
Limitations
- Not documented: feature/otu tables are advertised
- Not documented: taxonomic tables 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.paired_end |
True |
Fastq files were converted from .sra format to paired files with fastq format Section |
assay.platform |
Illumina HiSeq 2500 from source |
ENA instrument_model=Illumina HiSeq 2500 Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.age_group |
paediatric |
Biopsies were taken from treatment-naive paediatric patients at diagnostic endoscopy Section |
cohort.study_design |
cross_sectional inferred |
at diagnostic endoscopy from terminal ileum (TI), ascending colon (AC) and sigmoid colon (SC) Section |
cohort.treatment_exposure_documented |
True |
Biopsies were taken from treatment-naive paediatric patients Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.analysis_code |
True |
All codes used for pre-processing ... are available at https://github.com/seyedtalebhosseini/IBD-to-CRC-Multi-Omics-Analysis-Bulk-RNA-Seq-Single-Cell-Spatial-Transcriptomics- Section |
data_assets.open_access |
True from source |
"isOpenAccess": "Y" Section |
data_assets.pipeline_or_tool_versions |
True |
We employed the TRIMMOMATIC software (V-0.39) ... HISAT2 (v2.2.1) ... HT-Seq software Section |
data_assets.qc_or_negative_controls_reported |
True |
The FASTQC software ... was utilized in order to evaluate the samples’ read quality Section |
data_assets.raw_reads |
True |
Bulk RNA-Seq ... data can be accessed at ... PRJEB24645 ... SRA: ERP106487 Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.body_site |
terminal ileum, ascending colon, and sigmoid colon |
from terminal ileum (TI), ascending colon (AC) and sigmoid colon (SC) Section |
specimens.number_of_samples |
79 from source |
ENA sample_count=79 Section |
specimens.sample_type |
mucosal_biopsy |
Biopsies were taken from treatment-naive paediatric patients Section |