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

BDBF3ACE-7DC0-47C1-9B03-E2EDCF0B6CE6

df7073d6-d6e9-50a5-a162-95ee8d572f9c

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
16.590013140604466
age_years
66
sex
Male

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
19E5B5D00-45A2-48A9-9F57-0B4AAE9E4E25
brain-umap@2
0.985
297A8E2B1-059B-4527-8FB4-116F718FFD16
brain-umap@2
0.981
3FBB4DAFD-11F1-498F-95C5-73D8B735465B
brain-umap@2
0.974
4AE67DBFD-0DD0-4F86-A19F-D4789F585A2E
brain-umap@2
0.972
5DB8DD33B-34B6-4F4B-AD87-D666899A26BC
brain-umap@2
0.967
6A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.961
7E89DB941-19C3-4CD9-9117-EAAF3B2AFD76
brain-umap@2
0.955
893708EED-CBE1-4B2E-A571-34316ACFE748
brain-umap@2
0.953
9AB5294B5-4A59-493A-9016-C2778735745F
brain-umap@2
0.951
10FFECD0E9-70C2-44BD-B0B4-E8C4B60B793A
brain-umap@2
0.950

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.616Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.578Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.565Remibrutinib— uncovered
MYC_TARGETS_V10.533Inavolisib— uncovered
ALLOGRAFT_REJECTION0.508Idelalisib— uncovered
E2F_TARGETS0.459Inavolisib— uncovered
DNA_REPAIR0.441Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.426Inavolisib— uncovered
MTORC1_SIGNALING0.419Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.413Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.403Idelalisib— uncovered
ANGIOGENESIS0.389Remibrutinib— uncovered
APOPTOSIS0.380Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.367Inavolisib— uncovered
COMPLEMENT0.360Inavolisib— uncovered
FATTY_ACID_METABOLISM0.330Inavolisib— uncovered
COAGULATION0.328Binimetinib— uncovered
ADIPOGENESIS0.318Inavolisib— uncovered
GLYCOLYSIS0.303Inavolisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered