Foundry120 atlas

Physiological hypoxia improves growth and functional differentiation of human intestinal epithelial organoids [scRNA-seq]

Download from source ↗

Dataset overview

Participants None
Samples 4
Reuse readiness 6.1/10 evidence-backed score

Physiological hypoxia improves growth and functional differentiation of human intestinal epithelial organoids.

Abstract

<h4>Background</h4>The epithelium in the colonic mucosa is implicated in the pathophysiology of various diseases, including inflammatory bowel diseases and colorectal cancer. Intestinal epithelial organoids from the colon (colonoids) can be used for disease modeling and personalized drug screening. Colonoids are usually cultured at 18-21% oxygen without accounting for the physiological hypoxia in the colonic epithelium (3% to <1% oxygen). We hypothesize that recapitulating the <i>in vivo</i> physiological oxygen environment (i.e., physioxia) will enhance the translational value of colonoids as pre-clinical models. Here we evaluate whether human colonoids can be established and cultured in physioxia and compare growth, differentiation, and immunological responses at 2% and 20% oxygen.<h4>Methods</h4>Growth from single cells to differentiated colonoids was monitored by brightfield images and evaluated with a linear mixed model. Cell composition was identified by immunofluorescence staining of cell markers and single-cell RNA-sequencing (scRNA-seq). Enrichment analysis was used to identify transcriptomic differences within cell populations. Pro-inflammatory stimuli induced chemokines and Neutrophil gelatinase-associated lipocalin (NGAL) release were analyzed by Multiplex profiling and ELISA. Direct response to a lower oxygen level was analyzed by enrichment analysis of bulk RNA sequencing data.<h4>Results</h4>Colonoids established in a 2% oxygen environment acquired a significantly larger cell mass compared to a 20% oxygen environment. No differences in expression of cell markers for cells with proliferation potential (KI67 positive), goblet cells (MUC2 positive), absorptive cells (MUC2 negative, CK20 positive) and enteroendocrine cells (CGA positive) were found between colonoids cultured in 2% and 20% oxygen. However, the scRNA-seq analysis identified differences in the transcriptome within stem-, progenitor- and differentiated cell clusters. Both colonoids grown at 2% and 20% oxygen secreted CXCL2, CXCL5, CXCL10, CXCL12, CX3CL1 and CCL25, and NGAL upon TNF + poly(I:C) treatment, but there appeared to be a tendency towards lower pro-inflammatory response in 2% oxygen. Reducing the oxygen environment from 20% to 2% in differentiated colonoids altered the expression of genes related to differentiation, metabolism, mucus lining, and immune networks.<h4>Conclusions</h4>Our results suggest that colonoids studies can and should be performed in physioxia when the resemblance to <i>in vivo</i> conditions is important.

Study facts

Organism
Homo sapiens
Platform
10x Genomics Chromium Single Cell Platform
Age group
—
Disease groups
—
Anatomical sites
colon

Data availability

  • Raw counts
  • Processed matrix

File types MTXTSV

Files and samples

Strengths & limitations for reuse

Strengths

  • Raw counts are advertised
  • Processed matrices are advertised

Limitations

  • Not documented: cell metadata 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.assay_type single-cell RNA sequencing
Single cell RNA-sequencing data of undifferentiated and differentiated intestinal epithelial organoids

Section series_overall_design, offset —

assay.library_chemistry Chromium Single Cell 3' Reagent Kit v3
the Chromium Single Cell 3' Reagent Kit (10X Genomics, USA)

Section —, offset —

assay.platform 10x Genomics Chromium Single Cell Platform
Single cells were processed through the 10x Genomics Chromium Single Cell Platform (Single Cell 3’ v3)

Section Single-cell RNA-sequencing, bioinformatics, and enrichment analysis, offset —

assay.reference_genome GRCh38
Assembly: GRCh38

Section data_processing, offset —

assay.sequencing_type scrna_seq
Physiological hypoxia improves growth and functional differentiation of human intestinal epithelial organoids [scRNA-seq]

Section series, offset —

Cohort

FieldValueEvidence
cohort.treatment_exposure_documented True from source
GEO sample characteristics document treatment/therapy

Section GEO family SOFT, offset —

Data_Assets

FieldValueEvidence
data_assets.open_access True
Public on Dec 02 2022

Section series, offset —

data_assets.processed_matrix True
_matrix.mtx.gz

Section supplementary_files, offset —

data_assets.raw_counts True
Cellranger type output of UMI counts in the sparse matrix mtx format

Section data_processing, offset —

data_assets.raw_reads False
raw data is not provided as Norwegian law does not allow public access to human sequences raw data

Section series_overall_design, offset —

Processing

FieldValueEvidence
processing.cell_type_annotation_method 10x Genomics Cellbrowser and supervised marker-gene annotation
The 10x Genomics cellbrowser (Cloupe version 5) was used for visualization purposes and cell type assignment of the aggregated data.

Section Single-cell RNA-sequencing, bioinformatics, and enrichment analysis, offset —

processing.normalization_method Normalization accounting for mitochondrial fraction
The count data was further normalized with the transform varians accounting for the mitochondrial fraction

Section Single-cell RNA-sequencing, bioinformatics, and enrichment analysis, offset —

processing.quality_control_reported True
Cells with low counts (<200) or classified as low quality by the miQC R package were excluded

Section Single-cell RNA-sequencing, bioinformatics, and enrichment analysis, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['colon']
"source_name": {"Colon organoids": 4}

Section sample_values_with_sample_counts.source_name, offset —

specimens.number_of_cells 13904
In total, 13904 cells were successfully sequenced

Section Single-cell RNA-sequencing, bioinformatics, and enrichment analysis, offset —

specimens.number_of_samples 4
"sample_count": 4

Section dataset authority, offset —

specimens.specimen_type biopsy
Colonoids were generated from human colonic biopsies as previously described

Section Human colonoid cultures and experimental design, offset —