Collections / Spatial transcriptomics supports a role for SOX-4 driven signaling throughout the disease course of biliary atresia

Spatial transcriptomics supports a role for SOX-4 driven signaling throughout the disease course of biliary atresia

Biliary atresia (BA) is a fibroinflammatory cholangiopathy of infancy that is the most common indication for pediatric liver transplantation. We aimed to define the molecular mechanisms responsible for differences in the rate of disease progression among children with BA. We performed spatial transcriptomics (ST) analysis on frozen liver tissue at transplant from 16 children: BA with survival with native liver (SNL) <2 years (BA1, n=3, BA1_3 was excluded from analysis), BA with SNL >2 years (BA2, n=4), non-BA cholestasis (n=4), and non-diseased donors (n=4). Transcriptional signatures were compared between patient groups by tissue region (scar, hepatocyte, cholangiocyte). Findings were validated in larger patient cohorts that included BA samples at diagnosis. ST analysis of BA1 patients showed the most aggressive disease phenotype, characterized by reduced hepatocyte zonation, low expression of homeostatic metabolic signatures, and increased scar heterogeneity enriched for pathways including extracellular matrix remodeling, interferon response, and leukocyte activation. Notably, genes involved in SOX4 hepatocyte-to-cholangiocyte reprogramming were most enriched in BA1 patients. Liver immunohistochemistry with in situ mRNA hybridization showed that BA patients at diagnosis had increased SOX4 quantification as compared to BA patients at transplant. Lastly, previously published liver bulk RNA-sequencing data demonstrated higher SOX4 gene-set expression in BA patients at diagnosis with SNL < 2 years. Children with BA and worse outcome exhibit increased SOX4 gene-set expression at diagnosis with greater loss of hepatocyte zonation and immune-driven scar heterogeneity at transplant. Further mechanistic studies are needed to determine whether SOX4-driven biliary reprogramming plays a maladaptive role in the reparative response to obstructive cholestasis in BA.

Datasets16
Size~279 MB
AssayVisium
Samplehuman · liver
KindComparison
PMID:42520160 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse338525")
coll.ordered_artifacts.df()                 # the 16 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 liver
GSM9876362
human liver biliary atresia 21 MB 1,537 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size21 MB
Obs1,537
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876366
human liver biliary atresia 17 MB 1,224 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size17 MB
Obs1,224
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876370
human liver cholestasis 12 MB 636 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditioncholestasis
Size12 MB
Obs636
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876368
human liver biliary atresia 16 MB 964 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size16 MB
Obs964
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876361
human liver biliary atresia 24 MB 1,392 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size24 MB
Obs1,392
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876364
human liver biliary atresia 15 MB 944 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size15 MB
Obs944
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876373
human liver 14 MB 1,078 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size14 MB
Obs1,078
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876371
human liver cholestasis 20 MB 1,712 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditioncholestasis
Size20 MB
Obs1,712
bronze H&E Open in Vitessce
Visium
Human liver
GSM9876369
human liver cholestasis 12 MB 737 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditioncholestasis
Size12 MB
Obs737
bronze H&E
Open in Vitessce
Visium
Human liver
GSM9876367
human liver biliary atresia 17 MB 1,265 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size17 MB
Obs1,265
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876365
human liver biliary atresia 15 MB 816 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size15 MB
Obs816
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876375
human liver 21 MB 1,521 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size21 MB
Obs1,521
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876372
human liver cholestasis 19 MB 1,644 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditioncholestasis
Size19 MB
Obs1,644
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876363
human liver biliary atresia 19 MB 1,215 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Conditionbiliary atresia
Size19 MB
Obs1,215
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876376
human liver 12 MB 1,549 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size12 MB
Obs1,549
bronze H&E Open in Vitessce
Open in Vitessce
Visium
Human liver
GSM9876374
human liver 25 MB 2,201 obs bronze H&E
TechnologyVisium
Organismhuman
Tissueliver
Size25 MB
Obs2,201
bronze H&E Open in Vitessce

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