Collections / Multi-omic analysis reveals retinoic acid molecular drivers for fibrosis and regenerative repair in skin fibrosis [Spatial transcriptomics]

Multi-omic analysis reveals retinoic acid molecular drivers for fibrosis and regenerative repair in skin fibrosis [Spatial transcriptomics]

In the skin, tissue injury results in fibrosis in the form of scars composed of dense extracellular matrix deposited by fibroblasts. The therapeutic goal of regenerative wound healing has remained elusive, in part because principles of fibroblast programming and adaptive response to injury remain incompletely understood. Here, we present a multimodal -omics platform for the comprehensive study of cell populations in complex tissue, which has allowed us to characterize the cells involved in wound healing using a bleomycin induced ifibrosis model. We employ a bleomycin skin models that recapitulates human tissue repair kinetics. Through integrated analysis of single cell chromatin landscapes and gene expression states, coupled with spatial transcriptomic profiling, we are able to impute fibroblast epigenomes with temporospatial resolution. This has allowed us to reveal potential mechanisms controlling fibroblast fate during migration, proliferation, and differentiation following skin injury, and thereby reexamine the canonical phases of wound healing. These findings have broad implications for the study of tissue repair in complex organ systems.

Datasets5
Size~55 MB
AssayVisium
Samplemouse · skin of body
KindOther
PMID:40816279 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse278169")
coll.ordered_artifacts.df()                 # the 5 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 skin of body
GSM8541074
mouse skin of body 9.8 MB 586 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueskin of body
Size9.8 MB
Obs586
Magnificationother · 4.051 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse skin of body
GSM8541072
mouse skin of body 12 MB 557 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueskin of body
Size12 MB
Obs557
Magnificationother · 4.047 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse skin of body
GSM8541068
mouse skin of body 13 MB 1,427 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueskin of body
Size13 MB
Obs1,427
Magnificationother · 3.679 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse skin of body
GSM8541073
mouse skin of body 11 MB 389 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueskin of body
Size11 MB
Obs389
Magnificationother · 4.052 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Mouse skin of body
GSM8541070
mouse skin of body 8.7 MB 926 obs bronze H&E
TechnologyVisium
Organismmouse
Tissueskin of body
Size8.7 MB
Obs926
bronze H&E Open in Vitessce

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