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

TCGA-UY-A78P-01A-12R-A36F-07

9ebd19c4-dd16-5c7b-8119-694552b7d4b6

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
78.18659658
os_event
false
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

  • INTERFERON_ALPHA_RESPONSE+0.650
  • ALLOGRAFT_REJECTION+0.630
  • INTERFERON_GAMMA_RESPONSE+0.630
  • INFLAMMATORY_RESPONSE+0.570
  • IL6_JAK_STAT3_SIGNALING+0.530
  • TNFA_SIGNALING_VIA_NFKB+0.520
  • ANGIOGENESIS+0.510
  • COAGULATION+0.470
  • COMPLEMENT+0.470
  • PANCREAS_BETA_CELLS+0.450

Top 10 suppressed

  • MITOTIC_SPINDLE-0.270
  • TGF_BETA_SIGNALING-0.180
  • WNT_BETA_CATENIN_SIGNALING-0.160
  • UV_RESPONSE_DN-0.150
  • PROTEIN_SECRETION-0.130
  • NOTCH_SIGNALING-0.060
  • UNFOLDED_PROTEIN_RESPONSE-0.030
  • PEROXISOME-0.020
  • BILE_ACID_METABOLISM+0.000
  • HEME_METABOLISM+0.020

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-FD-A5C1-01A-11R-A28M-07
bladder-landscape@3
0.914
2MDT-AP-2131
medullo-epn-umap@date-based
MedMedulloblastoma0.905
3TCGA-ZF-A9RD-01A-11R-A42T-07
bladder-landscape@3
0.902
4MDT-AP-2390
medullo-epn-umap@date-based
MedMedulloblastoma0.899
5TCGA-22-0940-01A-01R-0692-07
lung-landscapes@6
cohortSQ10.898
6TCGA-FD-A6TD-01A-51R-A33J-07
bladder-landscape@3
0.895
7SRR1313165
breast-umap@18
E0.894
8MDT-AP-0732
medullo-epn-umap@date-based
MedMedulloblastoma0.894
9R261
bladder-landscape@3
0.888
10TCGA-ZF-AA53-01A-11R-A39I-07
bladder-landscape@3
0.887

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.650Inavolisib— uncovered
ALLOGRAFT_REJECTION0.630Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.570Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.530Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.520Inavolisib— uncovered
ANGIOGENESIS0.510Remibrutinib— uncovered
COAGULATION0.470Binimetinib— uncovered
COMPLEMENT0.470Inavolisib— uncovered
PANCREAS_BETA_CELLS0.450Cobimetinib— uncovered
KRAS_SIGNALING_UP0.410Inavolisib— uncovered
MYC_TARGETS_V10.390Inavolisib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
E2F_TARGETS0.370Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.370Inavolisib— uncovered
IL2_STAT5_SIGNALING0.370Idelalisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
APOPTOSIS0.320Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.300Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.280Remibrutinib— uncovered