Collections / Single-cell multi-omics reveal coordinated neoplastic and immune remodeling following KRAS inhibition [Spatial Transcriptomics]

Single-cell multi-omics reveal coordinated neoplastic and immune remodeling following KRAS inhibition [Spatial Transcriptomics]

Allele-specific KRAS inhibitors are approved for KRAS-mutant cancers, and efforts to maximize patient responses are ongoing. Previous work suggests that KRAS inhibition can modulate anti-tumor immunity, but the critical cellular players and molecular pathways have not been clearly defined. Here we perform multi-omic profiling using single-cell RNA-seq, spatial transcriptomics, and flow cytometry to profile intratumoral changes after KRASG12C inhibition (KRAS(G12C)i), MEK inhibition (MEKi), and combination therapy with KRAS(G12C)i and PD-1 blockade. Treatment with KRAS(G12C)i but not MEKi drove neoplastic adaptation toward increased oxidative stress, integrin signaling, and upregulation of extracellular matrix remodeling factors. These changes were accompanied by changes in spatial intercellular communication patterns, leading to robust cDC maturation and CD8 effector T-cell activation. Combination treatment with anti-PD-1 further expands T-cell responses, as well as macrophage states associated with increased cancer survival. Our findings connect KRAS inhibition with the coordination of subsequent immune activation and reveal molecular mechanisms that promote and sustain tumor control.

Datasets16
Size~838 MB
AssayVisium
Samplemouse · lung
KindComparison
Flag a data issue
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE295967 ↗
Python · sddb client
from sddb import Catalog

cohort = Catalog().collection("geo-gse295967")
cohort.members        # the 16 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-gse295967")
coll.ordered_artifacts.to_dataframe()   # the 16 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-gse295967 --dest data/

Licenses: 16 NCBI GEO policy

Open in Vitessce
Visium
Mouse lung
GSM8962614
mouse lung lung cancer 45.0 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size45.0 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962613
mouse lung lung cancer 43.6 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size43.6 MB
Spots4,992
Magnificationother · 3.844 µm/px
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962618
mouse lung lung cancer 61.8 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size61.8 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962623
mouse lung lung cancer 47.2 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size47.2 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962610
mouse lung lung cancer 57.7 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size57.7 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962620
mouse lung lung cancer 57.1 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size57.1 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962611
mouse lung lung cancer 49.6 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size49.6 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Visium
Mouse lung
GSM8962616
mouse lung lung cancer 49.2 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size49.2 MB
Spots4,992
silver H&E NCBI GEO policy
Visium
Mouse lung
GSM8962622
mouse lung lung cancer 36.4 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size36.4 MB
Spots4,992
silver H&E NCBI GEO policy
Open in Vitessce
Visium
Mouse lung
GSM8962619
mouse lung lung cancer 59.3 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size59.3 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962615
mouse lung lung cancer 47.8 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size47.8 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962609
mouse lung lung cancer 46.4 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size46.4 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962624
mouse lung lung cancer 44.0 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size44.0 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962612
mouse lung lung cancer 77.2 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size77.2 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962621
mouse lung lung cancer 52.7 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size52.7 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962617
mouse lung lung cancer 63.1 MB 4,992 spots silver H&E NCBI GEO policy
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size63.1 MB
Spots4,992
silver H&E NCBI GEO policy Open in Vitessce

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