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~799 MB
AssayVisium
Samplemouse · lung
KindComparison
www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE295967 ↗
Python · lamindb
import lamindb as ln
import spatialdata as sd

coll = ln.Collection.get(key="geo-gse295967")
coll.ordered_artifacts.df()                 # the 16 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 lung
GSM8962614
mouse lung lung cancer 43 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size43 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962613
mouse lung lung cancer 42 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size42 MB
Obs4,992
Magnificationother · 3.844 µm/px
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962618
mouse lung lung cancer 59 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size59 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962623
mouse lung lung cancer 45 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size45 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962610
mouse lung lung cancer 55 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size55 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962620
mouse lung lung cancer 54 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size54 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962611
mouse lung lung cancer 47 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size47 MB
Obs4,992
silver H&E Open in Vitessce
Visium
Mouse lung
GSM8962616
mouse lung lung cancer 47 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size47 MB
Obs4,992
silver H&E
Visium
Mouse lung
GSM8962622
mouse lung lung cancer 35 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size35 MB
Obs4,992
silver H&E
Open in Vitessce
Visium
Mouse lung
GSM8962619
mouse lung lung cancer 57 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size57 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962615
mouse lung lung cancer 46 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size46 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962609
mouse lung lung cancer 44 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size44 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962624
mouse lung lung cancer 42 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size42 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962612
mouse lung lung cancer 74 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size74 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962621
mouse lung lung cancer 50 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size50 MB
Obs4,992
silver H&E Open in Vitessce
Open in Vitessce
Visium
Mouse lung
GSM8962617
mouse lung lung cancer 60 MB 4,992 obs silver H&E
TechnologyVisium
Organismmouse
Tissuelung
Conditionlung cancer
Size60 MB
Obs4,992
silver H&E Open in Vitessce

Cite this collection

No linked publication found — please cite the data source.