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

R64

392325f3-f6d9-536b-90b3-754f4434772d

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
52
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

  • MYC_TARGETS_V2+0.380
  • INTERFERON_ALPHA_RESPONSE+0.320
  • CHOLESTEROL_HOMEOSTASIS+0.180
  • INTERFERON_GAMMA_RESPONSE+0.180
  • UNFOLDED_PROTEIN_RESPONSE+0.140
  • BILE_ACID_METABOLISM+0.130
  • DNA_REPAIR+0.090
  • KRAS_SIGNALING_DN+0.050
  • PANCREAS_BETA_CELLS+0.040
  • E2F_TARGETS+0.030

Top 10 suppressed

  • PROTEIN_SECRETION-0.490
  • UV_RESPONSE_DN-0.400
  • TNFA_SIGNALING_VIA_NFKB-0.390
  • KRAS_SIGNALING_UP-0.370
  • ANGIOGENESIS-0.360
  • TGF_BETA_SIGNALING-0.360
  • ANDROGEN_RESPONSE-0.350
  • IL2_STAT5_SIGNALING-0.310
  • NOTCH_SIGNALING-0.300
  • HYPOXIA-0.290

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
1SRR26320093
bladder-landscape@3
0.861
2SRR4195696
colon-landscapes@1
0.819
3SRR1516061
bladder-landscape@3
0.815
4SRR8942965
bladder-landscape@3
0.805
5TCGA-GV-A6ZA-01A-12R-A33J-07
bladder-landscape@3
0.802
6SRR650171
bladder-landscape@3
0.799
7TCGA-GD-A6C6-01A-21R-A31N-07
bladder-landscape@3
0.796
8TCGA-P3-A6SW-01A-11R-A34R-07
head-neck@1
0.794
9R175
bladder-landscape@3
0.789
1054f66d7c-b022-4df2-830d-48d55791c80e
melanoma-umap@29
0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.380Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.320Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.180Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.140Idelalisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered
DNA_REPAIR0.090Idelalisib— uncovered
KRAS_SIGNALING_DN0.050Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.040Cobimetinib— uncovered
E2F_TARGETS0.030Inavolisib— uncovered
PEROXISOME0.020Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.010Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.010Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.010Inavolisib— uncovered