Foundry120 atlas

Ischaemic sensitivity of human tissue by single cell RNA seq

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Dataset overview

Participants None
Samples 147
Reuse readiness 3.6/10 evidence-backed score

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.

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

FieldValueEvidence
assay.platform Illumina HiSeq 4000
instrument_model: Illumina HiSeq 4000

Section runs_sample, offset 650

Data_Assets

FieldValueEvidence
data_assets.raw_reads True inferred
"run_count": 147

Section study, offset —

data_assets.sample_metadata True
sample_accession: SAMEA5690722

Section runs_sample, offset 760

Specimens

FieldValueEvidence
specimens.body_site spleen, oesophagus epithelium and lung parenchyma
This project contains data for spleen, oesophagus epithelium and lung parenchyma

Section study.description, offset 180

specimens.number_of_samples 147 from source
ENA sample_count=147

Section ENA study report, offset —