Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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8a25dfb0-edd0-4a44-9a6b-8f3f761b940c

c77abf6d-acf0-504c-89fc-6047eebf139c

Score in workbench →

Clinical attributes

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

cancer_type
cancer_type_detailed
subtype
age_years
65

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1fe036511-fe82-467c-9c6e-59bfb8b0a329
melanoma-umap@29
0.880
2TCGA-CV-7103-01A-21R-2016-07
head-neck@1
0.862
3SRR33532761
breast-umap@18
A0.858
4SRR8613752
breast-umap@18
A0.855
5TCGA-A7-A5ZX-01A-12R-A29R-07
breast-umap@18
A0.854
6d2995480-5ae0-42e1-9a21-25e1435201ee
colon-landscapes@1
0.853
7BSR_10_0261_B3_S85
breast-umap@18
A0.853
8d69e622a-6dee-48f3-bf06-7f6148d7472a
colon-landscapes@1
0.852
9e3d71c3f-4e56-45fa-be88-2cf444b70a5c
melanoma-umap@29
0.850
10ca7ac1e1-4c44-40a5-8094-eeebc0c2c5a2
colon-landscapes@1
0.850

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 11 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.490Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.320Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.150Inavolisib— uncovered
MYOGENESIS0.140Inavolisib— uncovered
PEROXISOME0.140Idelalisib— uncovered
KRAS_SIGNALING_DN0.090Remibrutinib— uncovered
BILE_ACID_METABOLISM0.040Inavolisib— uncovered
MITOTIC_SPINDLE0.020Inavolisib— uncovered
ANGIOGENESIS0.010Remibrutinib— uncovered