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

R266

f0bf458b-d3ee-52b1-abf5-c4da7754f66e

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
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

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.490
  • PROTEIN_SECRETION+0.410
  • ANDROGEN_RESPONSE+0.380
  • TGF_BETA_SIGNALING+0.360
  • MYC_TARGETS_V1+0.340
  • HYPOXIA+0.330
  • MTORC1_SIGNALING+0.320
  • P53_PATHWAY+0.300
  • MITOTIC_SPINDLE+0.290
  • NOTCH_SIGNALING+0.280

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.340
  • PANCREAS_BETA_CELLS-0.300
  • APICAL_SURFACE-0.280
  • ALLOGRAFT_REJECTION-0.240
  • INFLAMMATORY_RESPONSE-0.240
  • INTERFERON_GAMMA_RESPONSE-0.210
  • IL6_JAK_STAT3_SIGNALING-0.180
  • HEDGEHOG_SIGNALING-0.150
  • KRAS_SIGNALING_DN-0.130
  • CHOLESTEROL_HOMEOSTASIS-0.120

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
1R205
bladder-landscape@3
0.819
2SRR12202472
bladder-landscape@3
0.799
3TCGA-4Z-AA7Y-01A-11R-A39I-07
bladder-landscape@3
0.795
4SRR13311164
bladder-landscape@3
0.785
5DRR168536
bladder-landscape@3
0.756
6SRR23303753
bladder-landscape@3
0.752
7TCGA-BT-A20U-01A-11R-A14Y-07
bladder-landscape@3
0.747
8MNG666
mng-umap@100
0.734
9SRR23303771
bladder-landscape@3
0.732
10SRR12696786
melanoma-umap@29
0.732

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
REACTIVE_OXYGEN_SPECIES_PATHWAY0.490Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
ANDROGEN_RESPONSE0.380Inavolisib— uncovered
TGF_BETA_SIGNALING0.360Inavolisib— uncovered
MYC_TARGETS_V10.340Inavolisib— uncovered
HYPOXIA0.330Idelalisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
P53_PATHWAY0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.270Idelalisib— uncovered
FATTY_ACID_METABOLISM0.260Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.260Remibrutinib— uncovered
GLYCOLYSIS0.250Inavolisib— uncovered
UV_RESPONSE_DN0.240Inavolisib— uncovered
ANGIOGENESIS0.220Remibrutinib— uncovered
HEME_METABOLISM0.220Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.190Inavolisib— uncovered
MYC_TARGETS_V20.170Idelalisib— uncovered
DNA_REPAIR0.150Idelalisib— uncovered