Collections / Regional and Cell Specific Bioactivity of Injectable ECM Biomaterials in MI through Spatial and Single Nucleus Transcriptomics

Regional and Cell Specific Bioactivity of Injectable ECM Biomaterials in MI through Spatial and Single Nucleus Transcriptomics

Myocardial infarctions (MI) affect 805,000 people per year in the United States. To mitigate the pathological effects of MI, we have developed and investigated pro-reparative decellularized extracellular matrix (ECM) hydrogels. However, no one has ever utilized single cell and spatially resolved transcriptomics to further probe how ECM can elicit pro-repair in an MI model. Thus, we utilize spatial transcriptomics and single nucleus RNA sequencing (snRNAseq) to further delineate the regional and cell-specific bioactivity of decellularized ECM hydrogels. ECM hydrogel subacute treatment induced cardiac resident macrophage preservation, fibroblast activation, increased vasculature development, and a cardiomyocyte development program. Similar findings of cardiomyocyte and vasculature development, alongside fibroblast development was found for chronic treatment. Thus, we depict the pro-reparative nature of decellularized ECM hydrogels on cardiac cell types and elucidate previously undiscovered therapeutic pathways, further demonstrating ECM’s potential as an MI therapy.

Datasets9
Size~252 MB
AssayVisium
Samplerat · heart left ventricle
KindComparison
PMID:41285846 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse262430")
coll.ordered_artifacts.df()                 # the 9 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
Visium
Rat heart left ventricle
GSM8169585
rat heart left ventricle myocardial infarction 27 MB 2,593 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size27 MB
Obs2,593
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169579
rat heart left ventricle myocardial infarction 27 MB 3,923 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size27 MB
Obs3,923
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169581
rat heart left ventricle myocardial infarction 28 MB 4,101 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size28 MB
Obs4,101
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169580
rat heart left ventricle myocardial infarction 33 MB 3,735 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size33 MB
Obs3,735
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169578
rat heart left ventricle myocardial infarction 23 MB 4,488 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size23 MB
Obs4,488
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169577
rat heart left ventricle myocardial infarction 31 MB 3,548 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size31 MB
Obs3,548
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169582
rat heart left ventricle myocardial infarction 30 MB 4,065 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size30 MB
Obs4,065
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169583
rat heart left ventricle myocardial infarction 25 MB 3,072 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size25 MB
Obs3,072
silver H&E Open in Vitessce
Open in Vitessce
Visium
Rat heart left ventricle
GSM8169584
rat heart left ventricle myocardial infarction 28 MB 3,929 obs silver H&E
TechnologyVisium
Organismrat
Tissueheart left ventricle
Conditionmyocardial infarction
Size28 MB
Obs3,929
silver H&E Open in Vitessce

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