Collections / Collagen Alignment and Spatial Transcriptomics Analysis (CASTA) reveals gene programs associated with collagen alignmet in colorectal cancer

Collagen Alignment and Spatial Transcriptomics Analysis (CASTA) reveals gene programs associated with collagen alignmet in colorectal cancer

The use of immune checkpoint blockade is limited to the minority of colorectal cancers that are highly infiltrated by CD8+ T cells. Therefore, a method to improve CD8+ T-cell infiltration has the potential to expand the use immune checkpoint blockade to more patients. Barriers of aligned collagen surrounding tumors have been proposed as one mechanisim of CD8+ T-cell exclusion. We use 5 colorectal cancer patient samples to examine the relationship between collagen alignment and gene expression.

Datasets5
Size~177 MB
AssayVisium
Samplehuman · colon
KindOther
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE311294 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse311294")
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
Human colon
GSM9322959
human colon colorectal carcinoma 23 MB 3,673 obs silver H&E
TechnologyVisium
Organismhuman
Tissuecolon
Conditioncolorectal carcinoma
Size23 MB
Obs3,673
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human colon
GSM9322958
human colon colorectal carcinoma 59 MB 4,732 obs silver H&E
TechnologyVisium
Organismhuman
Tissuecolon
Conditioncolorectal carcinoma
Size59 MB
Obs4,732
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human colon
GSM9322957
human colon colorectal carcinoma 45 MB 3,742 obs silver H&E
TechnologyVisium
Organismhuman
Tissuecolon
Conditioncolorectal carcinoma
Size45 MB
Obs3,742
Magnificationother · 5.505 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human colon
GSM9322960
human colon colorectal carcinoma 30 MB 4,362 obs silver H&E
TechnologyVisium
Organismhuman
Tissuecolon
Conditioncolorectal carcinoma
Size30 MB
Obs4,362
silver H&E Open in Vitessce
Open in Vitessce
Visium
Human colon
GSM9322961
human colon colorectal carcinoma 20 MB 4,564 obs silver H&E
TechnologyVisium
Organismhuman
Tissuecolon
Conditioncolorectal carcinoma
Size20 MB
Obs4,564
silver H&E Open in Vitessce

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