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

5063882F-6377-4976-BB48-7275D46C44E6

d52cf74b-93aa-501a-8484-c4825c57b395

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
19.64520367936925
age_years
59
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.632
  • INTERFERON_GAMMA_RESPONSE+0.613
  • IL6_JAK_STAT3_SIGNALING+0.569
  • ALLOGRAFT_REJECTION+0.564
  • INFLAMMATORY_RESPONSE+0.553
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.542
  • E2F_TARGETS+0.541
  • TNFA_SIGNALING_VIA_NFKB+0.526
  • ANGIOGENESIS+0.495
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.462

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.251
  • SPERMATOGENESIS-0.084
  • MITOTIC_SPINDLE-0.052
  • PROTEIN_SECRETION-0.036
  • HEDGEHOG_SIGNALING-0.030
  • MYOGENESIS-0.022
  • WNT_BETA_CATENIN_SIGNALING+0.004
  • HEME_METABOLISM+0.064
  • UV_RESPONSE_DN+0.087
  • APICAL_JUNCTION+0.104

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
1AE47BCDE-A2D2-43EF-8EC7-78E4D1817EEE
brain-umap@2
0.978
2D06FFD0C-80D4-413D-9C83-62D9C163EDAB
brain-umap@2
0.965
38DA59514-8B25-493E-B226-818F2521B5D5
brain-umap@2
0.962
453B31ABD-AD68-4A44-A525-23FD413115D5
brain-umap@2
0.956
55307FA7F-DFE5-42BC-BFC7-826AACAAE799
brain-umap@2
0.955
6F9A39954-57EB-4A3F-97A0-1801B08BBD53
brain-umap@2
0.955
79BB56866-4E99-4E8A-A63F-2D4801558F14
brain-umap@2
0.953
88976C50F-B340-488D-B9C1-12CCAC780397
brain-umap@2
0.952
925C4D537-0142-4DAA-874B-BC793336DE82
brain-umap@2
0.951
103027792F-79B6-4729-9452-C4A72A7C4686
brain-umap@2
0.951

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.632Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.613Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.569Inavolisib— uncovered
ALLOGRAFT_REJECTION0.564Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.553Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.542Inavolisib— uncovered
E2F_TARGETS0.541Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.526Inavolisib— uncovered
ANGIOGENESIS0.495Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.462Inavolisib— uncovered
MYC_TARGETS_V10.461Inavolisib— uncovered
IL2_STAT5_SIGNALING0.456Idelalisib— uncovered
APOPTOSIS0.454Idelalisib— uncovered
COMPLEMENT0.447Inavolisib— uncovered
G2M_CHECKPOINT0.426Inavolisib— uncovered
HYPOXIA0.401Idelalisib— uncovered
DNA_REPAIR0.396Idelalisib— uncovered
GLYCOLYSIS0.384Inavolisib— uncovered
UV_RESPONSE_UP0.380Idelalisib— uncovered
MTORC1_SIGNALING0.376Inavolisib— uncovered