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

53018DE1-9557-4181-A0F2-5200013F1CEA

a85abe0a-cb53-53b0-b6fa-ecf2532ba9fc

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
34.88830486202365
age_years
60
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+0.621
  • E2F_TARGETS+0.607
  • INTERFERON_GAMMA_RESPONSE+0.577
  • TNFA_SIGNALING_VIA_NFKB+0.570
  • G2M_CHECKPOINT+0.562
  • IL6_JAK_STAT3_SIGNALING+0.554
  • INFLAMMATORY_RESPONSE+0.503
  • ALLOGRAFT_REJECTION+0.495
  • ANGIOGENESIS+0.490
  • MYC_TARGETS_V1+0.490

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.275
  • HEDGEHOG_SIGNALING-0.173
  • MYOGENESIS-0.142
  • SPERMATOGENESIS-0.141
  • BILE_ACID_METABOLISM-0.038
  • PANCREAS_BETA_CELLS-0.021
  • OXIDATIVE_PHOSPHORYLATION-0.010
  • WNT_BETA_CATENIN_SIGNALING+0.029
  • UV_RESPONSE_DN+0.048
  • ESTROGEN_RESPONSE_EARLY+0.055

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
1113D7756-712E-4EB4-9993-BBAF3C41AFEF
brain-umap@2
0.966
2E9FC1686-028B-476C-B51B-4956213D874B
brain-umap@2
0.965
32B311620-94F3-4B53-B66A-81AC0A32453B
brain-umap@2
0.965
43D3C3AAA-2C7A-43C6-8137-73A6E0896FAC
brain-umap@2
0.963
5SRR934874
brain-umap@2
0.963
64B93A447-E626-4040-9BA0-1EEAB3764C6B
brain-umap@2
0.962
77E198F8E-BBAA-419D-8986-359C109FBE74
brain-umap@2
0.961
8F9EB85A8-8E6D-44C0-8C59-50B1DB4E652B
brain-umap@2
0.959
99BFF7746-9003-4941-9590-0B813E00B326
brain-umap@2
0.958
10SRR934965
brain-umap@2
0.958

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_RESPONSE0.621Inavolisib— uncovered
E2F_TARGETS0.607Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.577Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.570Inavolisib— uncovered
G2M_CHECKPOINT0.562Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.554Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.503Idelalisib— uncovered
ALLOGRAFT_REJECTION0.495Idelalisib— uncovered
ANGIOGENESIS0.490Remibrutinib— uncovered
MYC_TARGETS_V10.490Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.476Inavolisib— uncovered
APOPTOSIS0.461Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
HYPOXIA0.455Idelalisib— uncovered
MTORC1_SIGNALING0.455Inavolisib— uncovered
MYC_TARGETS_V20.447Idelalisib— uncovered
GLYCOLYSIS0.443Inavolisib— uncovered
DNA_REPAIR0.411Idelalisib— uncovered
COMPLEMENT0.409Inavolisib— uncovered
P53_PATHWAY0.404Idelalisib— uncovered