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

A219A5D7-C67B-4CF0-860A-78ADEB56A13D

911175b0-f9cf-5cf7-b764-4bb64d3ceab3

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
0.9526938239159001
age_years
49
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.643
  • ANGIOGENESIS+0.624
  • TNFA_SIGNALING_VIA_NFKB+0.587
  • IL6_JAK_STAT3_SIGNALING+0.579
  • INTERFERON_GAMMA_RESPONSE+0.546
  • INFLAMMATORY_RESPONSE+0.528
  • HYPOXIA+0.523
  • INTERFERON_ALPHA_RESPONSE+0.520
  • APOPTOSIS+0.505
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.485

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.375
  • SPERMATOGENESIS-0.332
  • PANCREAS_BETA_CELLS-0.292
  • MITOTIC_SPINDLE-0.061
  • WNT_BETA_CATENIN_SIGNALING-0.010
  • HEDGEHOG_SIGNALING+0.017
  • BILE_ACID_METABOLISM+0.042
  • ESTROGEN_RESPONSE_EARLY+0.059
  • MYOGENESIS+0.068
  • ESTROGEN_RESPONSE_LATE+0.126

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
10E5EDC5A-5AD4-499E-8777-CA6B6F63307F
brain-umap@2
0.983
2F9EB85A8-8E6D-44C0-8C59-50B1DB4E652B
brain-umap@2
0.982
3665044AD-F2DD-43C2-BCDE-982A8F5C5830
brain-umap@2
0.981
46727027F-4BAB-41ED-87F3-ECC7B1718ECF
brain-umap@2
0.980
5F9A39954-57EB-4A3F-97A0-1801B08BBD53
brain-umap@2
0.979
625C4D537-0142-4DAA-874B-BC793336DE82
brain-umap@2
0.977
744B1F003-553A-4C8A-A6AE-44C49262081C
brain-umap@2
0.976
8SRR934913
brain-umap@2
0.975
9825AC0F8-4D16-4109-AA6A-4648934E3C35
brain-umap@2
0.975
103D3C3AAA-2C7A-43C6-8137-73A6E0896FAC
brain-umap@2
0.973

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.643Inavolisib— uncovered
ANGIOGENESIS0.624Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.587Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.579Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.546Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.528Idelalisib— uncovered
HYPOXIA0.523Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
APOPTOSIS0.505Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.485Inavolisib— uncovered
ALLOGRAFT_REJECTION0.483Idelalisib— uncovered
COAGULATION0.467Binimetinib— uncovered
GLYCOLYSIS0.466Inavolisib— uncovered
COMPLEMENT0.459Inavolisib— uncovered
IL2_STAT5_SIGNALING0.459Idelalisib— uncovered
TGF_BETA_SIGNALING0.459Inavolisib— uncovered
MYC_TARGETS_V10.446Inavolisib— uncovered
MTORC1_SIGNALING0.438Inavolisib— uncovered
P53_PATHWAY0.420Idelalisib— uncovered
PROTEIN_SECRETION0.419Remibrutinib— uncovered