Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

R317

76add764-39f8-5d2d-961e-38d09dae80f2

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
overall_survival_months
71
sex
Male

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

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

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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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-FD-A62N-01A-11R-A30C-07
bladder-landscape@3
0.892
2SRR4296104
lung-landscapes@6
cohortA10.891
3AUR-AFUI-TTP1-A-1-0-R-A743-41
breast-umap@18
C0.888
4BS_3J85TTZM
brain-umap@2
MPNST0.883
5R303
bladder-landscape@3
0.882
6SRR1516078
bladder-landscape@3
0.878
720050099.TNBC
breast-umap@18
D0.877
8TCGA-63-A5MM-01A-11R-A26W-07
lung-landscapes@6
cohortA10.877
9SRR8943031
bladder-landscape@3
0.875
10TCGA-BT-A3PK-01A-21R-A220-07
bladder-landscape@3
0.874

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.690Inavolisib— uncovered
ALLOGRAFT_REJECTION0.620Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.620Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.590Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.590Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.580Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.490Inavolisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
ANGIOGENESIS0.410Remibrutinib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
IL2_STAT5_SIGNALING0.390Idelalisib— uncovered
COAGULATION0.370Binimetinib— uncovered
KRAS_SIGNALING_UP0.360Inavolisib— uncovered
APOPTOSIS0.340Idelalisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
G2M_CHECKPOINT0.320Inavolisib— uncovered
KRAS_SIGNALING_DN0.310Remibrutinib— uncovered
P53_PATHWAY0.310Idelalisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered