Foundry120 atlas

Acute, reversible dietary effect on the transcriptomic profiles of intestinal epithelial cells

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Dataset overview

Participants None
Samples 9
Reuse readiness 5.4/10 evidence-backed score

Dynamic Intestinal Stem Cell Plasticity and Lineage Remodeling by a Nutritional Environment Relevant to Human Risk for Tumorigenesis.

Abstract

New Western-style diet 1 (NWD1), a purified diet establishing mouse exposure to key nutrients recapitulating levels that increase human risk for intestinal cancer, reproducibly causes mouse sporadic intestinal and colonic tumors reflecting human etiology, incidence, frequency, and lag with developmental age. Complex NWD1 stem cell and lineage reprogramming was deconvolved by bulk and single-cell RNA sequencing, single-cell Assay for Transposase-Accessible Chromatin using sequencing, functional genomics, and imaging. NWD1 extensively, rapidly, and reversibly, reprogrammed Lgr5hi stem cells, epigenetically downregulating Ppargc1a expression, altering mitochondrial structure and function. This suppressed Lgr5hi stem cell functions and developmental maturation of Lgr5hi cell progeny as cells progressed through progenitor cell compartments, recapitulated by Ppargc1a genetic inactivation in Lgr5hi cells in vivo. Mobilized Bmi1+, Ascl2hi cells adapted lineages to the nutritional environment and elevated antigen processing and presentation pathways, especially in mature enterocytes, causing chronic, protumorigenic low-level inflammation. There were multiple parallels between NWD1 remodeling of stem cells and lineages with pathogenic mechanisms in human inflammatory bowel disease, also protumorigenic. Moreover, the shift to alternate stem cells reflects that the balance between Lgr5-positive and -negative stem cells in supporting human colon tumors is determined by environmental influences. Stem cell and lineage plasticity in response to nutrients supports historic concepts of homeostasis as a continual adaptation to environment, with the human mucosa likely in constant flux in response to changing nutrient exposures.<h4>Implications</h4>Although oncogenic mutations provide a competitive advantage to intestinal epithelial cells in clonal expansion, the competition is on a playing field dynamically sculpted by the nutritional environment, influencing which cells dominate in mucosal maintenance and tumorigenesis.

Study facts

Organism
Mus musculus
Platform
Illumina NovaSeq 6000
Age group
—
Disease groups
—
Anatomical sites
—

Data availability

  • Raw counts
  • Processed matrix

File types H5

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
Here single-cell RNA sequencing (scRNA-seq)

Section Materials and Methods; scRNA-seq, offset —

assay.library_chemistry 10X Genomics Chromium Next GEM single cell 3′ kit
Our single cell RNAseq (scRNAseq) libraries were made according to the manufacturer’s protocol for Chromium Next GEM (gel beads in emulsion) single cell 3′ kit (10X Genomics)

Section sample metadata, offset —

assay.platform Illumina NovaSeq 6000
"instrument_model": {"Illumina NovaSeq 6000": 9}

Section sample metadata, offset —

assay.reference_genome mm10
Genome_build: mm10

Section sample metadata, offset —

assay.sequencing_type scrna_seq
"series_overall_design": "single cell RNAseq"

Section series metadata, offset —

Data_Assets

FieldValueEvidence
data_assets.open_access True
"series_status": "Public on Apr 12 2023"

Section series metadata, offset —

data_assets.participant_metadata True
"characteristics": {"diet": {"AIN all time": 3, "after 3 months of AIN feeding, 4 days NWD1": 3, "after 3 months of AIN feeding, 4 days NWD1, switchback to AIN for 4 days": 3}}

Section sample metadata, offset —

data_assets.processed_matrix True
HDF5 Feature Barcode Matrix Format

Section sample metadata, offset —

data_assets.raw_counts True inferred
Supplementary_files_format_and_content: HDF5 Feature Barcode Matrix Format

Section sample metadata, offset —

Processing

FieldValueEvidence
processing.batch_correction_reported True inferred
Cells from different samples were integrated using Seurat FindIntegrationAnchors and IntegrateData functions

Section Materials and Methods; scRNA-seq, offset —

processing.cell_type_annotation_method Seurat marker-based annotation using FindMarkers
Cell clusters were identified as cell intestinal cell types using established cell-type markers and cluster identification in Seurat FindMarkers function.

Section Materials and Methods; scRNA-seq, offset —

processing.doublet_detection_reported True
To discard doublets or dead cells

Section Materials and Methods; scRNA-seq, offset —

processing.quality_control_reported True
To discard doublets or dead cells, cells with gene counts <200 or >5,000, or a mitochondrial gene ratio >20%, were filtered out.

Section Materials and Methods; scRNA-seq, offset —

Specimens

FieldValueEvidence
specimens.number_of_samples 9
"sample_count": 9

Section series/sample metadata, offset —