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

TCGA-AO-A0J9-01A-11R-A034-07

· A

4d32f298-ae09-5568-862f-b834889d9400

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
A
subtype
A
overall_survival_months
54

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • COAGULATION+0.430
  • MYOGENESIS+0.420
  • ALLOGRAFT_REJECTION+0.410
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.400
  • PANCREAS_BETA_CELLS+0.390
  • IL6_JAK_STAT3_SIGNALING+0.350
  • KRAS_SIGNALING_UP+0.340
  • COMPLEMENT+0.310
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.250
  • ANGIOGENESIS+0.230

Top 10 suppressed

  • MYC_TARGETS_V2-0.500
  • PROTEIN_SECRETION-0.500
  • UNFOLDED_PROTEIN_RESPONSE-0.450
  • G2M_CHECKPOINT-0.440
  • MITOTIC_SPINDLE-0.430
  • MTORC1_SIGNALING-0.420
  • ANDROGEN_RESPONSE-0.410
  • E2F_TARGETS-0.380
  • MYC_TARGETS_V1-0.380
  • GLYCOLYSIS-0.310

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-FD-A43S-01A-21R-A23W-07
bladder-landscape@3
0.918
2TCGA-AC-A3BB-01A-21R-A19W-07
breast-umap@18
A0.893
3SRR33532813
breast-umap@18
A0.892
4TCGA-GM-A4E0-01A-12R-A266-07
breast-umap@18
A0.892
5dc3154b7-6ae4-446a-8a80-91a86c57cefe
melanoma-umap@29
0.886
6TCGA-XF-A9SL-01A-11R-A39I-07
bladder-landscape@3
0.883
7TCGA-FD-A43U-01A-11R-A23W-07
bladder-landscape@3
0.879
8SRR1335707
brain-umap@2
GTEX0.873
9TCGA-Z7-A8R5-01A-42R-A41B-07
breast-umap@18
B0.873
10SRR23303748
bladder-landscape@3
0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.430Binimetinib— uncovered
MYOGENESIS0.420Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.400Inavolisib— uncovered
PANCREAS_BETA_CELLS0.390Cobimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.350Inavolisib— uncovered
KRAS_SIGNALING_UP0.340Inavolisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.230Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.220Inavolisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.190Inavolisib— uncovered
IL2_STAT5_SIGNALING0.190Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.150Inavolisib— uncovered
BILE_ACID_METABOLISM0.130Inavolisib— uncovered