Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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TCGA-UF-A7JA-01A-12R-A34R-07

5c500f8d-ccd8-5b5c-b939-02de7633cd6d

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
sex
female

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-CN-A49A-01A-11R-A24H-07
head-neck@1
0.908
2TCGA-21-5782-01A-01R-1635-07
lung-landscapes@6
cohortSC0.902
3SRR650204
bladder-landscape@3
0.896
4TCGA-CV-7424-01A-11R-2081-07
head-neck@1
0.889
5SRR12202488
bladder-landscape@3
0.887
6SRR12696774
melanoma-umap@29
0.884
7e3d71c3f-4e56-45fa-be88-2cf444b70a5c
melanoma-umap@29
0.883
8SRR1321183
brain-umap@2
GTEX0.883
9MNG560
mng-umap@100
0.880
10SRR1334717
brain-umap@2
GTEX0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.320Cobimetinib— uncovered
ANGIOGENESIS0.180Remibrutinib— uncovered
KRAS_SIGNALING_DN0.140Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.090Inavolisib— uncovered
HYPOXIA0.040Idelalisib— uncovered
SPERMATOGENESIS0.040Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.010Inavolisib— uncovered