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

DEACC29A-6DEF-4728-AFEB-15D7BDA850CA

227d890f-9dd7-5532-8d15-6eca5b71b8a9

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
15.013140604467806
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

  • MYC_TARGETS_V2+0.589
  • MYC_TARGETS_V1+0.563
  • DNA_REPAIR+0.534
  • OXIDATIVE_PHOSPHORYLATION+0.472
  • E2F_TARGETS+0.383
  • CHOLESTEROL_HOMEOSTASIS+0.316
  • UNFOLDED_PROTEIN_RESPONSE+0.295
  • PANCREAS_BETA_CELLS+0.256
  • G2M_CHECKPOINT+0.249
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.243

Top 10 suppressed

  • UV_RESPONSE_DN-0.441
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.336
  • KRAS_SIGNALING_DN-0.315
  • INFLAMMATORY_RESPONSE-0.298
  • TNFA_SIGNALING_VIA_NFKB-0.298
  • IL6_JAK_STAT3_SIGNALING-0.259
  • TGF_BETA_SIGNALING-0.256
  • MITOTIC_SPINDLE-0.233
  • ESTROGEN_RESPONSE_EARLY-0.227
  • APICAL_JUNCTION-0.211

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
1EEE5E45B-D2E3-4CFA-AC5F-8AE1EC2CB61C
brain-umap@2
0.912
2F9FA52F2-BD53-4CE8-B227-5936AE06B76A
brain-umap@2
0.890
3D42E39B0-7962-4880-A182-4596DB01B202
brain-umap@2
0.873
44EBF33F3-DA34-4866-81E5-F2D50A18D413
brain-umap@2
0.871
5CA985B0C-E8F9-4682-ABAF-A0E482F7DF72
brain-umap@2
0.868
6FFAA0A2D-49B7-4491-9B22-C82CCF1501D0
brain-umap@2
0.853
713CA931D-C2D3-485E-9B18-A21B624C602E
brain-umap@2
0.850
8E753A375-575A-4A0D-B231-0EC8D76BAF13
brain-umap@2
0.836
9SRR12475152
colon-landscapes@1
0.820
10SRR17866821
colon-landscapes@1
0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.589Idelalisib— uncovered
MYC_TARGETS_V10.563Inavolisib— uncovered
DNA_REPAIR0.534Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.472Remibrutinib— uncovered
E2F_TARGETS0.383Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.316Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.295Idelalisib— uncovered
PANCREAS_BETA_CELLS0.256Cobimetinib— uncovered
G2M_CHECKPOINT0.249Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.243Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.221Inavolisib— uncovered
ADIPOGENESIS0.216Inavolisib— uncovered
MTORC1_SIGNALING0.209Inavolisib— uncovered
UV_RESPONSE_UP0.170Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.168Inavolisib— uncovered
GLYCOLYSIS0.157Inavolisib— uncovered
P53_PATHWAY0.128Idelalisib— uncovered
FATTY_ACID_METABOLISM0.120Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.070Idelalisib— uncovered