Foundry120 atlas

Dietary induced dedifferentiation of Bmi1 cells and its impact on intestinal mucosal homeostasis

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Dataset overview

Participants 8
Samples 8
Reuse readiness 6.3/10 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 HiSeq 4000
Age group
—
Disease groups
—
Anatomical sites
intestine, intestinal epithelial cells

Data availability

  • Raw counts
  • Processed matrix

File types TAR

Files and samples

Strengths & limitations for reuse

Strengths

  • Raw reads are advertised
  • Raw counts are advertised
  • Processed matrices are advertised
  • Participant counts are documented

Limitations

  • 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 single-cell RNA sequencing
scRNA-seq libraries were constructed

Section Materials and Methods; scRNA-seq, offset —

assay.library_chemistry 10x Genomics Chromium Next GEM single cell 3′ kit
Chromium Next GEM (gel beads in emulsion) single cell 3′ kit (10X Genomics)

Section —, offset —

assay.platform Illumina HiSeq 4000
Illumina HiSeq 4000

Section —, offset —

assay.reference_genome mm10
Genome_build: mm10

Section —, offset —

assay.sequencing_type scrna_seq
subject to scRNAseq assay

Section —, offset —

Cohort

FieldValueEvidence
cohort.total_participants 8
For each of the four diet-time point groups analyzed in A–D, N = 2 mice per group.

Section Results; A cascade of cell remodeling by diet, offset —

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
"isOpenAccess": "Y"

Section —, offset —

data_assets.processed_matrix True
filtered_feature_bc_matrix.tar.gz

Section —, offset —

data_assets.raw_counts True
Supplementary_files_format_and_content: tar archive of Cell Ranger output: barcodes, features, matrix

Section —, offset —

data_assets.raw_reads True
GSE188338_RAW.tar

Section —, offset —

Processing

FieldValueEvidence
processing.cell_type_annotation_method Established cell-type markers and Seurat 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
After passing quality control assays

Section Materials and Methods; scRNA-seq, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['intestine', 'intestinal epithelial cells']
intestinal epithelial cells

Section —, offset —

specimens.number_of_samples 8
"sample_count": 8

Section —, offset —