Foundry120 atlas

Single-Cell Analyses of Colon and Blood Reveal Distinct Immune Cell Signatures of Ulcerative Colitis and Crohn’s Disease

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Dataset overview

Participants 5
Samples None
Reuse readiness 6.1/10 evidence-backed score

Single-Cell Analyses of Colon and Blood Reveal Distinct Immune Cell Signatures of Ulcerative Colitis and Crohn's Disease.

Abstract

<h4>Background & aims</h4>Studies are needed to determine the mechanisms of mucosal dysregulation in patients with inflammatory bowel diseases (IBDs) and differences in inflammatory responses of patients with ulcerative colitis (UC) vs Crohn's disease (CD). We used mass cytometry (CyTOF) to characterize and compare immune cell populations in the mucosa and blood from patients with IBD and without IBD (controls) at single-cell resolution.<h4>Methods</h4>We performed CyTOF analysis of colonic mucosa samples (n = 87) and peripheral blood mononuclear cells (n = 85) from patients with active or inactive UC or CD and controls. We also performed single-cell RNA sequencing, flow cytometry, and RNA in situ hybridization analyses to validate key findings. We used random forest modeling to identify differences in signatures across subject groups.<h4>Results</h4>Compared with controls, colonic mucosa samples from patients with IBD had increased abundances of HLA-DR+CD38+ T cells, including T-regulatory cells that produce inflammatory cytokines; CXCR3+ plasmablasts; and IL1B+ macrophages and monocytes. Colonic mucosa samples from patients with UC were characterized by expansion of IL17A+ CD161+ effector memory T cells and IL17A+ T-regulatory cells; expansion of HLA-DR+CD56+ granulocytes; and reductions in type 3 innate lymphoid cells. Mucosal samples from patients with active CD were characterized by IL1B+HLA-DR+CD38+ T cells, IL1B+TNF+IFNG<sup>+</sup> naïve B cells, IL1B+ dendritic cells (DCs), and IL1B+ plasmacytoid DCs. Peripheral blood mononuclear cells from patients with active CD differed from those of active UC in that the peripheral blood mononuclear cells from patients with CD had increased IL1B+ T-regulatory cells, IL1B+ DCs and IL1B+ plasmacytoid DCs, IL1B+ monocytes, and fewer group 1 innate lymphoid cells. Random forest modeling differentiated active UC from active CD in colonic mucosa and blood samples; top discriminating features included many of the cellular populations identified above.<h4>Conclusions</h4>We used single-cell technologies to identify immune cell populations specific to mucosa and blood samples from patients with active or inactive CD and UC and controls. This information might be used to develop therapies that target specific cell populations in patients with different types of IBD.

Study facts

Organism
Homo sapiens
Platform
Illumina NextSeq 500
Age group
Disease groups
Anatomical sites
colon, colonic lamina propria

Data availability

  • Processed matrix

File types CSVTXT

Files and samples

Strengths & limitations for reuse

Strengths

  • Processed matrices are advertised
  • Participant counts are documented

Limitations

  • Not documented: raw counts are advertised
  • Not documented: cell metadata 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 scRNA-seq
scRNA-seq was performed on the lamina propria fraction

Section series_overall_design, offset —

assay.library_chemistry Seq-Well S3
separate Seq-Well arrays ... improved protocol for library preparation based on second-strand synthesis for cDNA (S3)

Section extract_protocol, offset —

assay.platform Illumina NextSeq 500
Illumina NextSeq 500

Section instrument_model, offset —

assay.reference_genome Hg19
Genome_build: Hg19

Section data_processing, offset —

assay.sequencing_type scrna_seq
This scRNA-seq dataset

Section series_summary, offset —

Cohort

FieldValueEvidence
cohort.disease_activity_metadata_available True
five human subjects with active ulcerative colitis

Section series_overall_design, offset —

cohort.total_participants 5
This scRNA-seq dataset of five human subjects with ulcerative colitis

Section series_summary, offset —

cohort.ulcerative_colitis_participants 5
This scRNA-seq dataset of five human subjects with ulcerative colitis

Section series_summary, offset —

Data_Assets

FieldValueEvidence
data_assets.open_access True
Public on May 09 2020

Section series_status, offset —

data_assets.processed_matrix True
GSE150115_Processed_Data_Matrix.csv.gz

Section series_supplementary_file, offset —

data_assets.raw_reads False
Please note that raw data are not provided as they are derived from human subjects.

Section series_overall_design, offset —

Processing

FieldValueEvidence
processing.normalization_method Seurat log-normalization (natural log +1)
then log-normalized (natural log +1) as per Seurat v3.1 implementation

Section data_processing, offset —

processing.quality_control_reported True
only those cells with at least 200 and no more than 2500 features (genes), and no more than 15% mitochondrial-specific genes, were included

Section data_processing, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['colon', 'colonic lamina propria']
scRNA-seq was performed on the lamina propria fraction of colonic intestinal tissue

Section series_overall_design, offset —

specimens.inflamed_status_available True
active ulcerative colitis

Section samples.characteristics, offset —

specimens.specimen_type biopsy
Cryopreserved mucosal samples (2-3 biopsies/sample, or equivalently-sized pieces of resected surgical tissue

Section extract_protocol, offset —