Collections / Spatial deconvolution of tertiary lymphoid structure in human IPF lungs revealed novel CCL19-expressing mural cells

Spatial deconvolution of tertiary lymphoid structure in human IPF lungs revealed novel CCL19-expressing mural cells

Tertiary lymphoid structures (TLS) are commonly observed in human idiopathic pulmonary fibrosis (IPF) lungs. The specific immune and non-immune cells in the TLS of IPF patients, and the factors that drive TLS formation, remain largely unknown. Here we spatially deconvoluted immune and non-immune cells in the TLS of human IPF lungs, and examined the signals underlying TSL development in IPF patients. We identified a novel subset of CCL19hi-IPF-associated-mural cells (CCL19hiIAMC) that enveloped the vessels inside the TLS. CCL19hiIAMCs were the major source of CCL19 inside the TLS of IPF lungs, attracting T/B lymphocytes and unique CCR7+DCs to drive TLS formation. CCL19hiIAMCs also provided other pro-TLS and proinflammatory molecules to promote lymphocyte maturation and tissue inflammation. Our data also reveal that various IPF-associated fibroblasts surrounded the TLS, promoting TLS development and plasma cells dissemination via CXCL12/CXCR4 signaling. CCR7 and CXCR4 signaling attracted lymphocytes and DCs that upregulated pro-TLS genes in the IPF microenvironment to enhance TLS formation. Together, these findings have deconvoluted the cell subsets and their transcriptomes in the TLS of IPF lungs and suggest that novel CCL19hiIAMCs may drive TLS formation in collaboration with various immune cells and fibroblasts.

Datasets14
Size~759 MB
AssayVisium
Samplehuman · lung
KindComparison
PMID:39978854 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse248082")
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
Human lung
GSM8087031
human lung 47 MB 4,332 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size47 MB
Obs4,332
Magnificationother · 3.070 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905764
human lung obsolete idiopathic pulmonary fibrosis 87 MB 4,076 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size87 MB
Obs4,076
Magnificationother · 3.212 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905763
human lung obsolete idiopathic pulmonary fibrosis 84 MB 4,430 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size84 MB
Obs4,430
Magnificationother · 3.037 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM8087038
human lung obsolete idiopathic pulmonary fibrosis 16 MB 2,753 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size16 MB
Obs2,753
Magnificationother · 3.485 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905760
human lung obsolete idiopathic pulmonary fibrosis 23 MB 2,611 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size23 MB
Obs2,611
Magnificationother · 3.459 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905761
human lung obsolete idiopathic pulmonary fibrosis 64 MB 4,721 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size64 MB
Obs4,721
Magnificationother · 3.277 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM8087032
human lung 11 MB 2,944 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size11 MB
Obs2,944
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905765
human lung obsolete idiopathic pulmonary fibrosis 91 MB 4,235 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size91 MB
Obs4,235
Magnificationother · 3.100 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM8087034
human lung 10 MB 1,798 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size10 MB
Obs1,798
Magnificationother · 3.460 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905766
human lung obsolete idiopathic pulmonary fibrosis 73 MB 4,117 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size73 MB
Obs4,117
Magnificationother · 3.286 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905768
human lung obsolete idiopathic pulmonary fibrosis 97 MB 4,653 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size97 MB
Obs4,653
Magnificationother · 3.625 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905767
human lung obsolete idiopathic pulmonary fibrosis 92 MB 4,458 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size92 MB
Obs4,458
Magnificationother · 3.282 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM7905762
human lung obsolete idiopathic pulmonary fibrosis 41 MB 4,650 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Conditionobsolete idiopathic pulmonary fibrosis
Size41 MB
Obs4,650
Magnificationother · 3.108 µm/px
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human lung
GSM8087033
human lung 21 MB 3,393 obs bronze H&E
TechnologyVisium
Organismhuman
Tissuelung
Size21 MB
Obs3,393
Magnificationother · 2.955 µm/px
bronze H&E Open in Vitessce

Cite this collection

No linked publication found — please cite the data source.