Foundry120 atlas

Transcriptional Survey of Ileal-Anal Pouch Immune Cells from Ulcerative Colitis

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Dataset overview

Participants 26
Samples 26
Reuse readiness 5.7/10 evidence-backed score

Single-Cell Transcriptional Survey of Ileal-Anal Pouch Immune Cells From Ulcerative Colitis Patients.

Abstract

<h4>Background & aims</h4>Restorative proctocolectomy with ileal pouch-anal anastomosis is a surgical procedure in patients with ulcerative colitis refractory to medical therapies. Pouchitis, the most common complication, is inflammation of the pouch of unknown etiology. To define how the intestinal immune system is distinctly organized during pouchitis, we analyzed tissues from patients with and without pouchitis and from patients with ulcerative colitis using single-cell RNA sequencing (scRNA-seq).<h4>Methods</h4>We examined pouch lamina propria CD45+ hematopoietic cells from intestinal tissues of ulcerative colitis patients with (n = 15) and without an ileal pouch-anal anastomosis (n = 11). Further in silico meta-analysis was performed to generate transcriptional interaction networks and identify biomarkers for patients with inflamed pouches.<h4>Results</h4>In addition to tissue-specific signatures, we identified a population of IL1B/LYZ+ myeloid cells and FOXP3/BATF+ T cells that distinguish inflamed tissues, which we further validated in other scRNA-seq datasets from patients with inflammatory bowel disease (IBD). Cell-type-specific transcriptional markers obtained from scRNA-seq was used to infer representation from bulk RNA sequencing datasets, which further implicated myeloid cells expressing IL1B and S100A8/A9 calprotectin as interacting with stromal cells, and Bacteroidales and Clostridiales bacterial taxa. We found that nonresponsiveness to anti-integrin biologic therapies in patients with ulcerative colitis was associated with the signature of IL1B+/LYZ+ myeloid cells in a subset of patients.<h4>Conclusions</h4>Features of intestinal inflammation during pouchitis and ulcerative colitis are similar, which may have clinical implications for the management of pouchitis. scRNA-seq enables meta-analysis of multiple studies, which may facilitate the identification of biomarkers to personalize therapy for patients with IBD. The processed single cell count tables are provided in Gene Expression Omnibus; GSE162335. Raw sequence data are not public and are protected by controlled-access for patient privacy.

Study facts

Organism
Homo sapiens
Platform
10x Genomics Chromium
Age group
Disease groups
Anatomical sites
pouch lamina propria, colonic lamina propria

Data availability

  • Processed matrix

File types MTXTSVTXT

Files and samples

Strengths & limitations for reuse

Strengths

  • Processed matrices are advertised
  • Cell metadata are advertised
  • Participant counts are documented

Limitations

  • Not documented: raw counts are advertised
Extraction evidence & provenance

Each extracted field is shown with the source excerpt and location used to resolve it.

Assay

FieldValueEvidence
assay.assay_type single-cell RNA sequencing
we analyzed tissues from patients with and without pouchitis and from patients with ulcerative colitis using single-cell RNA sequencing (scRNA-seq).

Section abstract, offset —

assay.library_chemistry 10x Genomics Single Cell 3′ Reagent Kits v2
scRNA-Seq libraries were prepared using the following Single Cell 3′ Reagent Kits v2

Section samples, offset —

assay.platform 10x Genomics Chromium
CD45+ cellular suspensions were loaded on a 10x Genomics Chromium instrument

Section samples, offset —

assay.reference_genome GRCh38
Genome_build: GRCh38

Section samples, offset —

assay.sequencing_type scrna_seq
scRNA-seq of immune cells from inflamed UC and pouch patients.

Section series, offset —

Cohort

FieldValueEvidence
cohort.total_participants 26 inferred
We examined pouch lamina propria CD45+ hematopoietic cells from intestinal tissues of ulcerative colitis patients with (n=15) and without an ileal pouch-anal anastomosis (n=11).

Section summary, offset —

cohort.ulcerative_colitis_participants 26 inferred
We examined pouch lamina propria CD45+ hematopoietic cells from intestinal tissues of ulcerative colitis patients with (n=15) and without an ileal pouch-anal anastomosis (n=11).

Section summary, offset —

Data_Assets

FieldValueEvidence
data_assets.cell_metadata True
GSE162335_SingleCellMetadata.txt.gz

Section geo_document, offset —

data_assets.processed_matrix True
The processed single cell count tables are provided in Gene Expression Omnibus; GSE162335.

Section abstract, offset —

data_assets.raw_reads False
Raw sequence data are not public and are protected by controlled-access for patient privacy.

Section abstract, offset —

Processing

FieldValueEvidence
processing.normalization_method Seurat version 3.1.3 normalization
From filtered counts Seurat1 version 3.1.3 was used to process the single cell data including normalization

Section samples, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['pouch lamina propria', 'colonic lamina propria']
CD45+, pouch lamina propria; CD45+, Colonic lamina propria

Section samples, offset —

specimens.inflamed_status_available True
"disease state": "Inflamed UC"

Section samples, offset —

specimens.number_of_samples 26
"n_samples": 26

Section geo_record_summary, offset —

specimens.specimen_type biopsy
From pinch biopsies all samples were sorted and CD45+ cellular suspensions were loaded on a 10x Genomics Chromium instrument

Section samples, offset —