Collections / Single-nuclei multiome and spatial analyses of early, untreated SSc skin identify a proinflammatory vascular niche of macrophage-fibroblast signaling

Single-nuclei multiome and spatial analyses of early, untreated SSc skin identify a proinflammatory vascular niche of macrophage-fibroblast signaling

Uncovering the early interactions and spatial distribution of dermal fibroblasts and immune cells in treatment-naïve diffuse cutaneous systemic sclerosis (dcSSc) patients is critical to understanding the initiating events skin fibrosis. We generated an integrated multiomic dataset of early, treatment naïve dcSSc skin. Skin biopsies were analyzed by single-nuclei multiome sequencing (snRNA-seq and snATAC-seq) and two different paired spatial transcriptomic platforms to comprehensively describe the molecular changes in these individuals. We identified a proinflammatory niche within papillary, hypodermis, and vascular niches, that are enriched for activated myeloid cells and proinflammatory fibroblasts characterized by expression of proinflammatory cytokines. Pathway analyses showed significant enrichment of PI3K-AKT-mTOR signaling pathway expression in these cellular niches, driven by profibrotic growth factor signaling networks. Macrophage subclustering showed SSc-specific macrophage activation of IL6-JAK-STAT signaling and the enrichment of oxidative phosphorylation pathways. Ligand-receptor analysis revealed that SSc macrophages secrete PDGF and TGFB to activate the inflammatory SSc-dominant fibroblast subclusters. Spatial transcriptomic analyses showed infiltrating macrophages secreted PDGF and TGFB, modulating fibroblast activation in these niches. Multiomic data integration and spatial transcriptomic neighborhood analysis showed co-localization of fibroblasts, macrophages, and T cells around the vasculature. These data suggest that interactions between activated immune cells and proinflammatory fibroblasts around vascular niches are an early event in scleroderma pathogenesis.

Datasets10
Size~319 MB
AssayVisium
Samplehuman · zone of skin
KindOther
PMID:41411065 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse312129")
coll.ordered_artifacts.df()                 # the 10 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
Human zone of skin
GSM9338174
human zone of skin systemic sclerosis 35 MB H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size35 MB
H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338173
human zone of skin systemic sclerosis 30 MB 4,890 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size30 MB
Obs4,890
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338175
human zone of skin systemic sclerosis 34 MB 4,833 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size34 MB
Obs4,833
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338176
human zone of skin systemic sclerosis 30 MB 4,957 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size30 MB
Obs4,957
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338178
human zone of skin systemic sclerosis 28 MB 4,453 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size28 MB
Obs4,453
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338172
human zone of skin systemic sclerosis 33 MB 4,925 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size33 MB
Obs4,925
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338179
human zone of skin systemic sclerosis 29 MB 4,950 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size29 MB
Obs4,950
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338171
human zone of skin systemic sclerosis 30 MB 4,381 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size30 MB
Obs4,381
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338180
human zone of skin systemic sclerosis 35 MB 4,541 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size35 MB
Obs4,541
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human zone of skin
GSM9338177
human zone of skin systemic sclerosis 35 MB 4,899 obs silver H&E
TechnologyVisium
Organismhuman
Tissuezone of skin
Conditionsystemic sclerosis
Size35 MB
Obs4,899
silver H&E Open in Vitessce

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