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~666 MB
AssayVisium
Samplemouse · heart
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE176092 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse176092")
coll.ordered_artifacts.df()                 # the 14 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
Mouse heart
GSM5943191
mouse heart myocardial infarction 47 MB 1,457 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size47 MB
Obs1,457
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943189
mouse heart myocardial infarction 47 MB 1,577 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size47 MB
Obs1,577
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355663
mouse heart 43 MB 1,689 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Size43 MB
Obs1,689
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943190
mouse heart myocardial infarction 47 MB 1,640 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size47 MB
Obs1,640
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943195
mouse heart myocardial infarction 51 MB 1,425 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size51 MB
Obs1,425
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943193
mouse heart myocardial infarction 42 MB 1,301 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size42 MB
Obs1,301
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943192
mouse heart myocardial infarction 41 MB 920 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size41 MB
Obs920
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943196
mouse heart myocardial infarction 37 MB 1,569 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size37 MB
Obs1,569
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355668
mouse heart myocardial infarction 41 MB 1,153 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size41 MB
Obs1,153
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943199
mouse heart myocardial infarction 41 MB 1,536 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size41 MB
Obs1,536
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943197
mouse heart myocardial infarction 42 MB 1,845 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size42 MB
Obs1,845
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5355666
mouse heart myocardial infarction 95 MB 3,154 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size95 MB
Obs3,154
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943198
mouse heart myocardial infarction 35 MB 1,035 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size35 MB
Obs1,035
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse heart
GSM5943194
mouse heart myocardial infarction 57 MB 1,806 obs silver H&E
TechnologyVisium
Organismmouse
Tissueheart
Conditionmyocardial infarction
Size57 MB
Obs1,806
silver H&E Open in Vitessce

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