Ischaemic sensitivity of human tissue by single cell RNA seq
Download from source ↗Dataset overview
Single-cell integration reveals metaplasia in inflammatory gut diseases.
Abstract
The gastrointestinal tract is a multi-organ system crucial for efficient nutrient uptake and barrier immunity. Advances in genomics and a surge in gastrointestinal diseases<sup>1,2</sup> has fuelled efforts to catalogue cells constituting gastrointestinal tissues in health and disease<sup>3</sup>. Here we present systematic integration of 25 single-cell RNA sequencing datasets spanning the entire healthy gastrointestinal tract in development and in adulthood. We uniformly processed 385 samples from 189 healthy controls using a newly developed automated quality control approach (scAutoQC), leading to a healthy reference atlas with approximately 1.1 million cells and 136 fine-grained cell states. We anchor 12 gastrointestinal disease datasets spanning gastrointestinal cancers, coeliac disease, ulcerative colitis and Crohn's disease to this reference. Utilizing this 1.6 million cell resource (gutcellatlas.org), we discover epithelial cell metaplasia originating from stem cells in intestinal inflammatory diseases with transcriptional similarity to cells found in pyloric and Brunner's glands. Although previously linked to mucosal healing<sup>4</sup>, we now implicate pyloric gland metaplastic cells in inflammation through recruitment of immune cells including T cells and neutrophils. Overall, we describe inflammation-induced changes in stem cells that alter mucosal tissue architecture and promote further inflammation, a concept applicable to other tissues and diseases.
doi:10.1038/s41586-024-07571-1 ↗ PMID 39567783 ↗ PMC11578898 ↗
Study facts
- Organism
- —
- Platform
- Illumina HiSeq 4000
- Age group
- —
- Disease groups
- —
- Anatomical sites
- —
Data availability
Specific data assets have not been resolved from the source yet — see the source repository below for the full file listing.
Strengths & limitations for reuse
Strengths
- Raw reads are advertised
- 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.platform |
Illumina HiSeq 4000 |
instrument_model: Illumina HiSeq 4000 Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.raw_reads |
True inferred |
"run_count": 147 Section |
data_assets.sample_metadata |
True |
sample_accession: SAMEA5690722 Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.body_site |
spleen, oesophagus epithelium and lung parenchyma |
This project contains data for spleen, oesophagus epithelium and lung parenchyma Section |
specimens.number_of_samples |
147 from source |
ENA sample_count=147 Section |