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~3.3 GB
AssayVisium
Samplemouse · colon
KindOther
Flag a data issue
PMID:42521760 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse334067")
cohort.members        # the 32 datasets as a table

print(cohort.licenses())              # check the terms before you download

sdatas = cohort.to_dict()             # {uid: SpatialData}, cached locally
# or keep the .zarr files in a folder of your choice:
# sdatas = cohort.to_dict(dest="data/")
Python · lamindb

Needs pip install lamindb and network access to the Lamin database, which is limited during the alpha. If it fails, use the Client tab.

import lamindb as ln

db = ln.DB("scverse/spatialdata-db")
coll = db.Collection.get(key="geo-gse334067")
coll.ordered_artifacts.to_dataframe()   # the 32 members, ordered

# download every member .zarr to the local cache:
paths = [a.cache() for a in coll.ordered_artifacts.all()]
Shell
# sddb client: download every member .zarr into data/
sddb-cli download --collection geo-gse334067 --dest data/

Licenses: 32 CC BY 4.0

Open in Vitessce
Visium
Mouse colon
GSM9779880
mouse colon colitis 204 MB 9,695 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size204 MB
Spots9,695
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779860
mouse colon colitis 89.2 MB 4,501 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size89.2 MB
Spots4,501
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779881
mouse colon colitis 223 MB 10,078 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots10,078
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779868
mouse colon colitis 48.7 MB 2,576 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots2,576
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779872
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots4,953
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779876
mouse colon colitis 170 MB 8,557 spots silver H&E
TechnologyVisium
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Spots8,557
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779858
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TechnologyVisium
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Tissuecolon
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Spots3,695
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779873
mouse colon colitis 130 MB 7,626 spots silver H&E
TechnologyVisium
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Tissuecolon
Conditioncolitis
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Spots7,626
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779866
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TechnologyVisium
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Spots3,356
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779857
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TechnologyVisium
Organismmouse
Tissuecolon
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Spots3,698
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
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TechnologyVisium
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Open in Vitessce
Visium
Mouse colon
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Organismmouse
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Open in Vitessce
Visium
Mouse colon
GSM9779862
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TechnologyVisium
Organismmouse
Tissuecolon
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Spots2,429
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779871
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots7,235
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779875
mouse colon colitis 162 MB 8,024 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size162 MB
Spots8,024
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779863
mouse colon colitis 63.3 MB 1,808 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size63.3 MB
Spots1,808
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779883
mouse colon colitis 164 MB 7,147 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size164 MB
Spots7,147
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779859
mouse colon colitis 97.0 MB 3,483 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots3,483
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779879
mouse colon colitis 165 MB 7,148 spots silver H&E
TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots7,148
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots3,809
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779867
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots2,308
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779874
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots5,171
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779885
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
Size142 MB
Spots9,138
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779888
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Tissuecolon
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silver H&E Open in Vitessce
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Visium
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silver H&E Open in Vitessce
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Visium
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silver H&E Open in Vitessce
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Visium
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GSM9779878
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TechnologyVisium
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Spots5,855
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779877
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots6,531
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779861
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TechnologyVisium
Organismmouse
Tissuecolon
Conditioncolitis
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Spots3,973
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse colon
GSM9779864
mouse colon colitis 102 MB 4,083 spots silver H&E
TechnologyVisium
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Tissuecolon
Conditioncolitis
Size102 MB
Spots4,083
silver H&E Open in Vitessce

Cite this collection

doi.org/10.1038/s41588-026-02673-0 ↗
BibTeX
@article{Moutin_2026,
  title = {Paired mutation calling and spatial transcriptomics identify cellular neighborhoods associated with the neoplastic outcome of mouse colitis},
  volume = {58},
  ISSN = {1546-1718},
  url = {http://dx.doi.org/10.1038/s41588-026-02673-0},
  DOI = {10.1038/s41588-026-02673-0},
  number = {8},
  journal = {Nature Genetics},
  publisher = {Springer Science and Business Media LLC},
  author = {Moutin, Elisa B. and Chang, Linus L. H. and Giavara, Giada and Mehmed, Shenay and Colombé, Mathilde and Boquetale, Carla and Marks, Kate and Lourenço, Filipe C. and Skoufou-Papoutsaki, Nefeli and Kemp, Richard and Gascard, Philippe and Tlsty, Thea D. and Tourigny, David S. and Winton, Douglas J.},
  year = {2026},
  month = July,
  pages = {1918–1927}
}