Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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dfd14510-a36f-5a93-9145-0dc3e3ce26f5

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Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
cancer_type_detailed
subtype
age_years
62

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

No GSVA scores available for this sample.

Patient twins — nearest pathway neighbors

MeasuredDerived

10 samples closest to this one in 50-dim pathway space, drawn from the Pathway Atlas. Cosine similarity = 1 means identical pathway state.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
162454053-936d-4f19-8522-6219c47bdd1c
colon-landscapes@1
0.985
2d1447a31-64bb-4e70-ae50-eeff7a605f38
colon-landscapes@1
0.976
3TCGA-A7-A0DB-01C-02R-A277-07
breast-umap@18
D0.971
4e356598b-7611-492a-98ed-ef2ec1b77b7a
colon-landscapes@1
0.968
569550f7f-5251-4657-863b-bd35d69c82c4
colon-landscapes@1
0.967
6ed8896f8-24ef-43a4-ace6-ed9353bd11c2
colon-landscapes@1
0.962
7SRR627429
brain-umap@2
GTEX0.941
8SRR627455
brain-umap@2
GTEX0.938
9SRR627462
brain-umap@2
GTEX0.932
10TCGA-A7-A13D-01B-04R-A277-07
breast-umap@18
D0.931

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 5 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
UV_RESPONSE_DN0.350Inavolisib— uncovered
SPERMATOGENESIS0.240Inavolisib— uncovered
PROTEIN_SECRETION0.080Remibrutinib— uncovered
MITOTIC_SPINDLE0.040Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered