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

D06FFD0C-80D4-413D-9C83-62D9C163EDAB

4aa77f8e-ab1a-5217-89b2-687efaae7495

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
8.83705650459921
age_years
80
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

  • INTERFERON_ALPHA_RESPONSE+0.696
  • INTERFERON_GAMMA_RESPONSE+0.656
  • E2F_TARGETS+0.579
  • MYC_TARGETS_V1+0.560
  • ALLOGRAFT_REJECTION+0.544
  • DNA_REPAIR+0.511
  • IL6_JAK_STAT3_SIGNALING+0.507
  • INFLAMMATORY_RESPONSE+0.469
  • G2M_CHECKPOINT+0.461
  • OXIDATIVE_PHOSPHORYLATION+0.434

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.307
  • HEDGEHOG_SIGNALING-0.229
  • MYOGENESIS-0.152
  • SPERMATOGENESIS-0.142
  • PANCREAS_BETA_CELLS-0.115
  • WNT_BETA_CATENIN_SIGNALING-0.069
  • MITOTIC_SPINDLE-0.032
  • UV_RESPONSE_DN+0.067
  • HEME_METABOLISM+0.080
  • APICAL_JUNCTION+0.121

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
153B31ABD-AD68-4A44-A525-23FD413115D5
brain-umap@2
0.972
2A0396799-AB5C-401F-81FF-7C829A3CF1E4
brain-umap@2
0.970
3B9535625-504A-4FCD-B341-2985AE72508A
brain-umap@2
0.968
45063882F-6377-4976-BB48-7275D46C44E6
brain-umap@2
0.965
59BB56866-4E99-4E8A-A63F-2D4801558F14
brain-umap@2
0.965
6DF145DF3-D7FD-48C9-ADC8-0B8618DC65A8
brain-umap@2
0.962
75307FA7F-DFE5-42BC-BFC7-826AACAAE799
brain-umap@2
0.960
88DA59514-8B25-493E-B226-818F2521B5D5
brain-umap@2
0.959
9665044AD-F2DD-43C2-BCDE-982A8F5C5830
brain-umap@2
0.956
108B4E465B-0FD5-4154-824B-1E6B2656FD2F
brain-umap@2
0.956

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.696Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.656Idelalisib— uncovered
E2F_TARGETS0.579Inavolisib— uncovered
MYC_TARGETS_V10.560Inavolisib— uncovered
ALLOGRAFT_REJECTION0.544Idelalisib— uncovered
DNA_REPAIR0.511Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.507Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.469Idelalisib— uncovered
G2M_CHECKPOINT0.461Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.434Remibrutinib— uncovered
APOPTOSIS0.433Idelalisib— uncovered
MTORC1_SIGNALING0.428Inavolisib— uncovered
MYC_TARGETS_V20.405Idelalisib— uncovered
P53_PATHWAY0.404Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.399Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.397Inavolisib— uncovered
COMPLEMENT0.391Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.391Inavolisib— uncovered
IL2_STAT5_SIGNALING0.382Idelalisib— uncovered
ANGIOGENESIS0.378Remibrutinib— uncovered