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GSE162335

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

Organism: Homo sapiens
Platform: GPL20301
Samples: 26
Experiment Types:
Expression profiling by high throughput sequencing
Submitted: Nov 30 2020
Last Updated: Nov 24 2021
Status: Public on Dec 01 2020
Contact: Joseph,C,Devlin (New York University Langone Health)

Relations

BioProject: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA681548

Summary

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 in response to inflammation and to develop mechanistic hypotheses of pouchitis, we analyzed tissues from patients with and without pouchitis and from patients with ulcerative colitis using single-cell RNA sequencing. 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 drug targets for patients with inflamed pouches. We identified a population of IL1B+ antimicrobial macrophages and FOXP3+/BATF+ T cells that are expanded in inflamed tissues, which we further validated in other single cell RNA-seq datasets from IBD patients. Cell type specific markers obtained from single-cell RNA-sequencing was used to infer representation from bulk RNA sequencing datasets, which further implicated antimicrobial macrophages expressing IL1B with S100A8/A9 calprotectin as being associated with inflammation, and Bacteroidiales and Clostridiales bacterial taxa. We found that non-responsiveness to anti-integrin biologic therapies in ulcerative colitis patients was associated with the signature of this antimicrobial macrophage population in a subset of patients. This study identified conserved and distinct features of intestinal inflammation between parts of the small and large intestine undergoing similar inflammation conditions. Specifically, we relate inflammation of the pouch, a surgically constructed organ, to other inflammatory contexts throughout the gastrointestinal tract.

Overall Design

scRNA-seq of immune cells from inflamed UC and pouch patients. Please note that raw data are not provided as they are derived from human subjects. **Raw data not provided due to patient privacy concerns**

Analysis (2 steps)

View Data Processing
Processing steps for GSE162335
  1. The Cellranger software suite (https://support.10xgenomics.com/single-cell-gene- expression/software/pipelines/latest/what-is-cell-ranger) from 10X was used to demultiplex cellular barcodes, align reads to the human genome (GRCh38 ensemble, http://useast.ensembl.org/Homo_sapiens/Info/Index) and perform UMI counting
  2. From filtered counts Seurat1 version 3.1.3 was used to process the single cell data including normalization, integration, dimension reduction, UMAP representation

Supplementary Files (5)

GSE162335_RAW.tar Download
GSE162335_SingleCellBarcodes.tsv.gz Download
GSE162335_SingleCellCounts.mtx.gz Download
GSE162335_SingleCellGenes.tsv.gz Download
GSE162335_SingleCellMetadata.txt.gz Download
GEO Samples (26)

Dataset Citations (1)

Linked Publications (1)