10X Visium Spatial transcriptomics of murine colon in steady state and during recovery after DSS colitis
Download from source ↗Dataset overview
The spatial transcriptomic landscape of the healing mouse intestine following damage.
Abstract
The intestinal barrier is composed of a complex cell network defining highly compartmentalized and specialized structures. Here, we use spatial transcriptomics to define how the transcriptomic landscape is spatially organized in the steady state and healing murine colon. At steady state conditions, we demonstrate a previously unappreciated molecular regionalization of the colon, which dramatically changes during mucosal healing. Here, we identified spatially-organized transcriptional programs defining compartmentalized mucosal healing, and regions with dominant wired pathways. Furthermore, we showed that decreased p53 activation defined areas with increased presence of proliferating epithelial stem cells. Finally, we mapped transcriptomics modules associated with human diseases demonstrating the translational potential of our dataset. Overall, we provide a publicly available resource defining principles of transcriptomic regionalization of the colon during mucosal healing and a framework to develop and progress further hypotheses.
doi:10.1038/s41467-022-28497-0 ↗ PMID 35149721 ↗ PMC8837647 ↗
Study facts
- Organism
- Mus musculus
- Platform
- 10X Visium Spatial Transcriptomics
- Age group
- —
- Disease groups
- —
- Anatomical sites
- Colon
Data availability
- Raw counts
- Processed matrix
- Spatial coordinates
- Histology images
File types
CSVH5JSONPNGTIFFTSV
Files and samples
- filelist.txt ↗
- GSE169749_RAW.tar ↗
- GSM5213483_V19S23-097_A1_S1_filtered_feature_bc_matrix.h5 ↗
- GSM5213483_V19S23-097_A1_S1_normalized_data.tsv.gz ↗
- GSM5213483_V19S23-097_A1_S1_raw_feature_bc_matrix.h5 ↗
- GSM5213483_V19S23-097_A1_S1_Region1_colon_d0_rotated.tif.gz ↗
- GSM5213483_V19S23-097_A1_S1_scalefactors_json.json.gz ↗
- GSM5213483_V19S23-097_A1_S1_tissue_hires_image.png.gz ↗
- GSM5213483_V19S23-097_A1_S1_tissue_positions_list.csv.gz ↗
- GSM5213484_V19S23-097_B1_S2_filtered_feature_bc_matrix.h5 ↗
- GSM5213484_V19S23-097_B1_S2_normalized_data.tsv.gz ↗
- GSM5213484_V19S23-097_B1_S2_raw_feature_bc_matrix.h5 ↗
- GSM5213484_V19S23-097_B1_S2_Region2_colon_d14_rotated.tif.gz ↗
- GSM5213484_V19S23-097_B1_S2_scalefactors_json.json.gz ↗
- GSM5213484_V19S23-097_B1_S2_tissue_hires_image.png.gz ↗
- GSM5213484_V19S23-097_B1_S2_tissue_positions_list.csv.gz ↗
- index.html ↗
- colon2
| Accession | Sample | Tissue | Molecule |
|---|---|---|---|
GSM5213483 |
Colon DSS day0 | colon | total RNA |
GSM5213484 |
Colon DSS day14 | colon | total RNA |
Strengths & limitations for reuse
Strengths
- Raw counts are advertised
- Processed matrices are advertised
- Spatial coordinates are advertised
- Histology images are advertised
Limitations
- 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
| Field | Value | Evidence |
|---|---|---|
assay.platform |
10X Visium Spatial Transcriptomics |
Using the 10X Visium platform, here, we unbiasedly characterized the spatial transcriptomic landscape of murine colon Section |
assay.reference_genome |
mm10 (Ensembl 93) |
Genome_build: mm10 (Ensembl 93) Section |
assay.resolution |
spot |
placed on the already barcoded spots (6.5mm x 6.5mm) on the glass slide Section |
assay.sequencing_based |
True from source |
GEO assay type/library strategy: OTHER Section |
assay.whole_transcriptome |
True inferred |
raw_feature_bc_matrix.h5 (Matrix with raw counts for every gene and every spot) Section |
Cohort
| Field | Value | Evidence |
|---|---|---|
cohort.treatment_exposure_documented |
True from source |
GEO sample characteristics document treatment/therapy Section |
Data_Assets
| Field | Value | Evidence |
|---|---|---|
data_assets.file_manifest |
True from source |
Supplementary files enumerated in family SOFT (ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_filtered_feature_bc_matrix.h5, ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_raw_feature_bc_matrix.h5, ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_tissue_hire Section |
data_assets.histology_images |
True from source |
GEO deposit evidence: ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_tissue_hires_image.png.gz Section |
data_assets.open_access |
True |
Public on Dec 05 2021 Section |
data_assets.processed_matrix |
True from source |
GEO deposit evidence: ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_filtered_feature_bc_matrix.h5 Section |
data_assets.raw_counts |
True from source |
GEO deposit evidence: ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_raw_feature_bc_matrix.h5 Section |
data_assets.spatial_coordinates |
True from source |
GEO deposit evidence: ftp://ftp.ncbi.nlm.nih.gov/geo/samples/GSM5213nnn/GSM5213483/suppl/GSM5213483_V19S23-097_A1_S1_tissue_positions_list.csv.gz Section |
Specimens
| Field | Value | Evidence |
|---|---|---|
specimens.anatomical_sites |
['Colon'] from source |
GEO sample source names: Colon Section |
specimens.number_of_samples |
2 computed |
2 GSM records parsed from GEO family SOFT Section |
specimens.preservation_method |
frozen in OCT |
Mouse colonic tissues were collected either on day 0 ... or on day14 after exposure to DSS, Swisrolled and frozen in OCT. Section |