Foundry120 atlas

Impact of knocking out Ppargc1a in intestinal stem cells on mucosal homeostasis

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Dataset overview

Participants 6
Samples 6
Reuse readiness 6.1/10 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

Data availability

  • Processed matrix

File types H5

Files and samples

Strengths & limitations for reuse

Strengths

  • Raw reads are advertised
  • 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 single-cell RNA sequencing
scRNA-seq libraries were constructed by the Albert Einstein Genomics Core using the 3′ kit protocols of 10X Genomics

Section scRNA-seq, offset —

assay.library_chemistry 10x Genomics 3′ kit
using the 3′ kit protocols of 10X Genomics

Section scRNA-seq, offset —

assay.platform Illumina HiSeq 4000
"instrument_model": {"Illumina HiSeq 4000": 6}

Section —, offset —

assay.reference_genome mm10
Genome_build: mm10

Section —, offset —

assay.sequencing_type scrna_seq
We report the application of single cell RNAseq assay

Section —, offset —

Cohort

FieldValueEvidence
cohort.total_participants 6
For C–I, N = 3 mice for each genetic group.

Section Genetic inactivation of Ppargc1a in Lgr5 cells, offset —

Data_Assets

FieldValueEvidence
data_assets.open_access True
Public on Apr 12 2023

Section —, offset —

data_assets.processed_matrix True
GSM5677984_G32_filtered_feature_bc_matrix.h5

Section —, offset —

data_assets.raw_reads True
GSE188339_RAW.tar

Section —, offset —

Processing

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

Section scRNA-seq, offset —

processing.cell_type_annotation_method Seurat marker-based annotation
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, cells with gene counts <200 or >5,000, or a mitochondrial gene ratio >20%, were filtered out.

Section scRNA-seq, offset —

processing.quality_control_reported True
Quality control and downstream analyses were in R v4.0.2

Section scRNA-seq, offset —

Specimens

FieldValueEvidence
specimens.anatomical_sites ['intestine']
FACs isolated intestinal epithelial cells (Epcam+, CD45-negative) were analyzed by scRNA-seq.

Section Genetic inactivation of Ppargc1a in Lgr5 cells, offset —

specimens.number_of_samples 6
"sample_count": 6

Section —, offset —