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

62BFF895-C5CC-4F59-8348-2026B659FDF5

07125235-f019-541e-8e80-6fd00ffba2ba

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
0.09855453350854139
age_years
31
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.

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

#SampleCancer typeSubtypecos similarity
1CCA161B9-1E9A-4F8C-8144-B32B5CF76ECC
brain-umap@2
0.946
225C4D537-0142-4DAA-874B-BC793336DE82
brain-umap@2
0.943
315FB165D-6751-4894-A904-C77EA723CFCB
brain-umap@2
0.941
45B9DEC62-3DC7-4DE2-8B20-3E191594FCB4
brain-umap@2
0.940
50E5EDC5A-5AD4-499E-8777-CA6B6F63307F
brain-umap@2
0.930
653D8CF8D-31BA-4CB8-A14F-5C9AB9554F5D
brain-umap@2
0.928
731D3488A-212B-4818-8F09-EBF1E8B135AD
brain-umap@2
0.925
80E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.925
9SJEPD031215_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.925
10665044AD-F2DD-43C2-BCDE-982A8F5C5830
brain-umap@2
0.924

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
TNFA_SIGNALING_VIA_NFKB0.577Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.531Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.514Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.505Inavolisib— uncovered
ADIPOGENESIS0.502Inavolisib— uncovered
P53_PATHWAY0.495Idelalisib— uncovered
PROTEIN_SECRETION0.487Remibrutinib— uncovered
APOPTOSIS0.462Idelalisib— uncovered
MTORC1_SIGNALING0.460Inavolisib— uncovered
ANGIOGENESIS0.443Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.440Idelalisib— uncovered
ANDROGEN_RESPONSE0.437Inavolisib— uncovered
FATTY_ACID_METABOLISM0.429Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.424Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.403Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.390Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.388Inavolisib— uncovered
TGF_BETA_SIGNALING0.382Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.379Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.374Idelalisib— uncovered