Collections / Seeing the whole transcriptomics picture: Spatial gene expression analysis reveals photoreceptor stress as modulator of retinal vascular changes

Seeing the whole transcriptomics picture: Spatial gene expression analysis reveals photoreceptor stress as modulator of retinal vascular changes

Photoreceptor cell death is a hallmark feature of many retinal degenerative diseases including age-related macular degeneration. At the molecular level, oxidative stress and inflammation are known central pathogenetic drivers, but the spatial and cellular origins of the underlying molecular mechanisms remain unclear. We used spatial transcriptomics to investigate the spatio-temporal gene expression changes in the mouse retina in response to photo-oxidative damage. In both the healthy and degenerating retina, we uncover regionally distinct transcriptomes, with higher expression of immunity related genes in the superior retina. Exposure to photo-oxidative damage increased the expression of genes involved in inflammatory processes, innate immune responses, and cytokine production in a highly localised manner. This focal region seems a key driver of molecular changes, including upregulation of angiogenic pathways. Consequently, we show substantial alterations in vacular endothelial growth factor, pleiotrophin and midkine signalling between retinal layers, some of which are novel angiogenic signalling pathways within the retina.

Datasets7
Size~67 MB
AssayVisium
Samplemouse · retina
KindComparison
PMID:40251274 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse248517")
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
Visium
Mouse retina
GSM7916287
mouse retina 11 MB 4,992 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size11 MB
Obs4,992
Magnificationother · 3.814 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse retina
GSM7916289
mouse retina 6.8 MB 733 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size6.8 MB
Obs733
Magnificationother · 3.673 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse retina
GSM7916286
mouse retina 11 MB 4,992 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size11 MB
Obs4,992
Magnificationother · 3.839 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse retina
GSM7916290
mouse retina 11 MB 975 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size11 MB
Obs975
Magnificationother · 3.815 µm/px
bronze H&E Open in Vitessce
Visium
Mouse retina
GSM7916292
mouse retina 9.2 MB 566 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size9.2 MB
Obs566
bronze H&E
Open in Vitessce
Visium
Mouse retina
GSM7916291
mouse retina 9.2 MB 575 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size9.2 MB
Obs575
Magnificationother · 3.817 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse retina
GSM7916293
mouse retina 9.3 MB 573 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueretina
Size9.3 MB
Obs573
Magnificationother · 3.674 µm/px
bronze H&E Open in Vitessce

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