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

TCGA-BB-A6UO-01A-12R-A34R-07

4a1d725d-32d3-5a72-9797-203ea5c45260

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
0.061187215
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

  • OXIDATIVE_PHOSPHORYLATION+0.570
  • MYC_TARGETS_V2+0.560
  • MYC_TARGETS_V1+0.510
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • ANGIOGENESIS+0.370
  • INTERFERON_ALPHA_RESPONSE+0.360
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.340
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • HYPOXIA+0.290
  • INTERFERON_GAMMA_RESPONSE+0.280

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.330
  • BILE_ACID_METABOLISM-0.280
  • WNT_BETA_CATENIN_SIGNALING-0.260
  • MITOTIC_SPINDLE-0.210
  • HEME_METABOLISM-0.200
  • APICAL_SURFACE-0.180
  • SPERMATOGENESIS-0.150
  • KRAS_SIGNALING_DN-0.140
  • UV_RESPONSE_DN-0.130
  • PI3K_AKT_MTOR_SIGNALING-0.080

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1d9780581-dfca-4e83-9bb4-4836f22d910e
colon-landscapes@1
0.829
2AUR-AER6-TTM7-A-1-1-R-A742-41
breast-umap@18
C0.757
3TCGA-A2-A0SV-01A-11R-A084-07
breast-umap@18
C0.753
4MDT-AP-1185
medullo-epn-umap@date-based
MedMedulloblastoma0.749
5152AC0F4-B49F-49AE-BF76-45C70CA3FF7F
brain-umap@2
0.742
6E7BE221B-273D-4C04-BE79-366E6455EFBC
brain-umap@2
0.741
7TCGA-MT-A67D-01A-31R-A30B-07
head-neck@1
0.736
8MDT-AP-1381
medullo-epn-umap@date-based
MedMedulloblastoma0.731
9DB8DD33B-34B6-4F4B-AD87-D666899A26BC
brain-umap@2
0.725
104F09B010-97EC-4792-BF5A-42E9EF55894D
brain-umap@2
0.722

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
OXIDATIVE_PHOSPHORYLATION0.570Remibrutinib— uncovered
MYC_TARGETS_V20.560Idelalisib— uncovered
MYC_TARGETS_V10.510Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
ANGIOGENESIS0.370Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.360Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.340Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
HYPOXIA0.290Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.280Idelalisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
MTORC1_SIGNALING0.270Inavolisib— uncovered
COAGULATION0.260Binimetinib— uncovered
PANCREAS_BETA_CELLS0.260Cobimetinib— uncovered
P53_PATHWAY0.210Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.190Inavolisib— uncovered
ADIPOGENESIS0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.120Idelalisib— uncovered