Collections / Spatiotemporal transcriptome analysis reveals critical roles for mechano-sensing genes at the border zone in remodeling after myocardial infarction

Spatiotemporal transcriptome analysis reveals critical roles for mechano-sensing genes at the border zone in remodeling after myocardial infarction

The underlying mechanisms of ventricular remodeling after myocardial infarction (MI) remain largely unknown. Here, we performed an integrative analysis of spatial transcriptomics and single-nucleus RNA-seq in a murine MI model and found that mechanical stress-response genes are expressed at the border zone and play a critical role in left ventricular remodeling following MI. An integrative analysis of single-nucleus RNA-seq and spatial transcriptome of the heart tissue after MI identified the unique cluster that appeared at the border zone in an early stage, highly expressing mechano-sensing genes such as Csrp3. AAV9-mediated gene silencing and overexpression of Csrp3 demonstrated that upregulation of Csrp3 plays critical roles in preventing cardiac remodeling after MI via regulation of genes associated with mechano-sensing. Overall, our study not only provides an insight into spatiotemporal molecular changes following MI but also highlights that the mechano-sensing genes at the border zone act as adaptive regulators of left ventricular remodeling.

Datasets14
Size~698 MB
AssayVisium
Samplemouse · heart
KindOther
Flag a data issue
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE176092 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse176092")
cohort.members        # the 14 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse176092")
coll.ordered_artifacts.to_dataframe()   # the 14 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse176092 --dest data/

Licenses: 14 NCBI GEO policy

Open in Vitessce
Visium
Mouse heart
GSM5943191
mouse heart myocardial infarction 49.1 MB 1,457 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size49.1 MB
Spots1,457
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943189
mouse heart myocardial infarction 49.1 MB 1,577 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size49.1 MB
Spots1,577
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355663
mouse heart 44.6 MB 1,689 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Size44.6 MB
Spots1,689
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943190
mouse heart myocardial infarction 49.2 MB 1,640 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size49.2 MB
Spots1,640
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943195
mouse heart myocardial infarction 53.7 MB 1,425 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size53.7 MB
Spots1,425
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943193
mouse heart myocardial infarction 44.5 MB 1,301 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size44.5 MB
Spots1,301
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943192
mouse heart myocardial infarction 42.6 MB 920 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size42.6 MB
Spots920
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943196
mouse heart myocardial infarction 39.0 MB 1,569 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size39.0 MB
Spots1,569
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355668
mouse heart myocardial infarction 42.7 MB 1,153 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size42.7 MB
Spots1,153
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943199
mouse heart myocardial infarction 43.3 MB 1,536 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size43.3 MB
Spots1,536
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943197
mouse heart myocardial infarction 44.1 MB 1,845 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size44.1 MB
Spots1,845
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355666
mouse heart myocardial infarction 99.9 MB 3,154 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size99.9 MB
Spots3,154
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943198
mouse heart myocardial infarction 36.4 MB 1,035 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size36.4 MB
Spots1,035
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943194
mouse heart myocardial infarction 59.9 MB 1,806 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size59.9 MB
Spots1,806
silver H&E NCBI GEO policy Open in Vitessce

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