Collections / Spatiotemporal dynamics of the cardioimmune niche during lesion repair [spatial]

Spatiotemporal dynamics of the cardioimmune niche during lesion repair [spatial]

[Note: Some files can only be opened in R or Python. If you have trouble opening them, please don't hesitate to contact Andy Chan, email: shing-fung.chan@uni-wuerzburg.de] The heart is one of the least regenerative organs in humans, and heart disease is the leading cause of death worldwide. Understanding the cellular and molecular processes during cardiac wound healing is an essential prerequisite to reduce health burden and improve cardiac function after myocardial tissue damage. By integrating single-cell RNA-sequencing with imaging-based spatial transcriptomics, we reconstructed the spatiotemporal dynamics of the fibrotic niche after ventricular injury in adult mice. Our analysis revealed dynamic regulation of local cell communication niches over time. We identified interactions that regulate cardiac repair, including fibroblast proliferation silencing by Trem2high macrophages that prevents excessive fibrosis. Moreover, we discovered a rare population of dedifferentiating cardiomyocytes early post-lesioning repair, sustained by signals from myeloid and lymphoid cells. Culturing non-regenerative mouse cardiomyocytes or human heart tissue with these niche factors reactivated progenitor gene expression and cell cycle activity. In summary, this spatiotemporal cell type atlas offers valuable insights into the heterocellular interactions that control cardiac repair.

Datasets7
Size~1.9 GB
Assay10x Xenium
Samplemouse · heart left ventricle
KindComparison
PMID:41184578 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse280376")
coll.ordered_artifacts.df()                 # the 7 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]

# …or load each straight into memory as a SpatialData object:
sdatas = {a.key: sd.read_zarr(a.cache()) for a in coll.ordered_artifacts.all()}
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM9460459
mouse heart left ventricle 274 MB 40,754 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Size274 MB
Obs40,754
bronze Open in Vitessce
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM8595803
mouse heart left ventricle 106 MB 14,191 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Size106 MB
Obs14,191
bronze Open in Vitessce
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM9460463
mouse heart left ventricle heart disorder 420 MB 61,437 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Conditionheart disorder
Size420 MB
Obs61,437
bronze Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM8595804
mouse heart left ventricle heart disorder 155 MB 27,737 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Conditionheart disorder
Size155 MB
Obs27,737
bronze
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM9460461
mouse heart left ventricle heart disorder 269 MB 38,903 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Conditionheart disorder
Size269 MB
Obs38,903
bronze Open in Vitessce
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM9460462
mouse heart left ventricle heart disorder 365 MB 46,213 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Conditionheart disorder
Size365 MB
Obs46,213
bronze Open in Vitessce
Open in Vitessce
10x Xenium
Mouse heart left ventricle
GSM8595805
mouse heart left ventricle heart disorder 364 MB 35,946 obs bronze
Technology10x Xenium
Organismmouse
Tissueheart left ventricle
Conditionheart disorder
Size364 MB
Obs35,946
bronze Open in Vitessce

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