Collections / Paired mutation calling and spatial transcriptomics identify cellular neighborhoods associated with neoplastic outcomes in mouse colitis

Paired mutation calling and spatial transcriptomics identify cellular neighborhoods associated with neoplastic outcomes in mouse colitis

In the progression from Inflammatory Bowel Disease to associated cancer, the clonal mutational landscape shifts from selection of mutations in inflammatory genes to selection for cancer-driver mutations. How prevalence and expansion of either type of mutant clones could be impacted by the cellular environments in which they arise, and how this affects the neoplastic outcome of colitis, remains unknown. Here, we combine in vivo lineage tracing, in silico modelling, mutational profiling and spatial transcriptomics in a mouse model of colitis-associated tumorigenesis to capture clone fates associated with chronic inflammation. We identify epithelial- and immune-enriched neighbourhoods and propose a model in which establishment of a reparative tissue environment facilitates tumour initiation by promoting the selection and expansion of pro-oncogenic clones, reducing the span of inflammation-resistant neighbourhoods containing non-oncogenic clones.

Datasets32
Size~3.1 GB
AssayVisium
Samplemouse · colon
KindOther
PMID:42521760 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse334067")
coll.ordered_artifacts.df()                 # the 32 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
Mouse colon
GSM9779880
mouse colon colitis 195 MB 9,695 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size195 MB
Obs9,695
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779860
mouse colon colitis 85 MB 4,501 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size85 MB
Obs4,501
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779881
mouse colon colitis 213 MB 10,078 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size213 MB
Obs10,078
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779868
mouse colon colitis 46 MB 2,576 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size46 MB
Obs2,576
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779872
mouse colon colitis 31 MB 4,953 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size31 MB
Obs4,953
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779876
mouse colon colitis 162 MB 8,557 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size162 MB
Obs8,557
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779858
mouse colon colitis 92 MB 3,695 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size92 MB
Obs3,695
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779873
mouse colon colitis 124 MB 7,626 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size124 MB
Obs7,626
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779866
mouse colon colitis 32 MB 3,356 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size32 MB
Obs3,356
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779857
mouse colon colitis 84 MB 3,698 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size84 MB
Obs3,698
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779882
mouse colon colitis 50 MB 5,731 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size50 MB
Obs5,731
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779869
mouse colon colitis 58 MB 3,844 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size58 MB
Obs3,844
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779862
mouse colon colitis 60 MB 2,429 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size60 MB
Obs2,429
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779871
mouse colon colitis 66 MB 7,235 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size66 MB
Obs7,235
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779875
mouse colon colitis 155 MB 8,024 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size155 MB
Obs8,024
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779863
mouse colon colitis 60 MB 1,808 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size60 MB
Obs1,808
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779883
mouse colon colitis 156 MB 7,147 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size156 MB
Obs7,147
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779859
mouse colon colitis 93 MB 3,483 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size93 MB
Obs3,483
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779879
mouse colon colitis 157 MB 7,148 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size157 MB
Obs7,148
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779886
mouse colon colitis 100 MB 3,809 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size100 MB
Obs3,809
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779867
mouse colon colitis 29 MB 2,308 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size29 MB
Obs2,308
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779874
mouse colon colitis 84 MB 5,171 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size84 MB
Obs5,171
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779885
mouse colon colitis 135 MB 9,138 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size135 MB
Obs9,138
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779888
mouse colon colitis 107 MB 4,469 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size107 MB
Obs4,469
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779865
mouse colon colitis 31 MB 3,208 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size31 MB
Obs3,208
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779884
mouse colon colitis 168 MB 7,620 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size168 MB
Obs7,620
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779887
mouse colon colitis 113 MB 5,806 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size113 MB
Obs5,806
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779870
mouse colon colitis 42 MB 4,773 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size42 MB
Obs4,773
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779878
mouse colon colitis 124 MB 5,855 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size124 MB
Obs5,855
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779877
mouse colon colitis 93 MB 6,531 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size93 MB
Obs6,531
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779861
mouse colon colitis 82 MB 3,973 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size82 MB
Obs3,973
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779864
mouse colon colitis 97 MB 4,083 obs silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size97 MB
Obs4,083
silver H&E Open in Vitessce

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