Collections / Phenylalanine Reprograms TLS Maturation and Plasma cell differentiation in MASH-HCC [Spatial Transcriptomics]

Phenylalanine Reprograms TLS Maturation and Plasma cell differentiation in MASH-HCC [Spatial Transcriptomics]

Metabolic dysfunction–associated steatohepatitis (MASH) is a rapidly growing cause of hepatocellular carcinoma (HCC) and is associated with poor clinical outcomes and limited responsiveness to immune checkpoint inhibitors. Emerging evidence suggests that immune dysregulation within the tumor microenvironment contributes to disease progression; however, the transcriptional programs distinguishing MASH-associated HCC from non-MASH HCC remain incompletely characterized. To address this gap, we performed bulk RNA sequencing on total RNA isolated from MASH and non-MASH tumor tissues. This dataset was generated to enable comparative transcriptomic analysis of tumor-intrinsic and immune-related pathways associated with MASH-driven hepatocarcinogenesis, with particular relevance to immune organization, metabolic stress responses, and tumor–immune interactions.The resulting RNA-seq data provide a resource for investigating alterations in immune cell–associated gene signatures, metabolic pathways, and microenvironmental features that may underlie immune dysfunction in MASH-HCC.

Datasets7
Size~264 MB
AssayVisium
Samplemouse · liver
KindComparison
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE318726 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse318726")
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()}
Visium
Mouse liver
GSM9501437
mouse liver hepatocellular carcinoma 37 MB 2,698 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size37 MB
Obs2,698
silver H&E
Open in Vitessce
Visium
Mouse liver
GSM9501436
mouse liver hepatocellular carcinoma 35 MB 2,195 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size35 MB
Obs2,195
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM9501440
mouse liver hepatocellular carcinoma 31 MB 3,364 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size31 MB
Obs3,364
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM9501433
mouse liver hepatocellular carcinoma 27 MB 1,788 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size27 MB
Obs1,788
Magnificationother · 3.302 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM9501435
mouse liver hepatocellular carcinoma 27 MB 2,250 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size27 MB
Obs2,250
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM9501438
mouse liver hepatocellular carcinoma 42 MB 3,453 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size42 MB
Obs3,453
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse liver
GSM9501434
mouse liver hepatocellular carcinoma 64 MB 3,442 obs silver H&E
TechnologyVisium
Organismmouse
Tissueliver
Conditionhepatocellular carcinoma
Size64 MB
Obs3,442
silver H&E Open in Vitessce

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