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

TCGA-BH-A0AV-01A-31R-A115-07

· E

ec8ce828-2865-5d50-940e-1c81f390ae8b

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
E
subtype
E
overall_survival_months
61

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.620
  • TGF_BETA_SIGNALING+0.540
  • G2M_CHECKPOINT+0.440
  • E2F_TARGETS+0.430
  • HYPOXIA+0.430
  • UV_RESPONSE_DN+0.420
  • HEDGEHOG_SIGNALING+0.410
  • MITOTIC_SPINDLE+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.360
  • APICAL_JUNCTION+0.350

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.370
  • FATTY_ACID_METABOLISM-0.320
  • INTERFERON_ALPHA_RESPONSE-0.320
  • ESTROGEN_RESPONSE_EARLY-0.310
  • BILE_ACID_METABOLISM-0.270
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.260
  • PEROXISOME-0.230
  • ADIPOGENESIS-0.220
  • ESTROGEN_RESPONSE_LATE-0.200
  • DNA_REPAIR-0.170

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
1DRR168609
bladder-landscape@3
0.873
220140163.TNBC
breast-umap@18
D0.852
3TCGA-55-7726-01A-11R-2170-07
lung-landscapes@6
cohortSQ10.842
4TCGA-HD-7753-01A-11R-2081-07
head-neck@1
0.836
5TCGA-AR-A24Q-01A-12R-A169-07
breast-umap@18
E0.830
6247323b2-dc45-427e-bc41-c33f2fbbe77b
melanoma-umap@29
0.827
7TCGA-A7-A6VV-01A-22R-A33J-07
breast-umap@18
E0.826
8TCGA-BH-A1FU-01A-11R-A14D-07
breast-umap@18
C0.823
9TCGA-A8-A07E-01A-11R-A034-07
breast-umap@18
A0.823
10TCGA-BL-A5ZZ-01A-31R-A30C-07
bladder-landscape@3
0.822

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.620Inavolisib— uncovered
TGF_BETA_SIGNALING0.540Inavolisib— uncovered
G2M_CHECKPOINT0.440Inavolisib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
HYPOXIA0.430Idelalisib— uncovered
UV_RESPONSE_DN0.420Inavolisib— uncovered
HEDGEHOG_SIGNALING0.410Inavolisib— uncovered
MITOTIC_SPINDLE0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.360Inavolisib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
COAGULATION0.350Binimetinib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.310Inavolisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
PANCREAS_BETA_CELLS0.310Cobimetinib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.280Inavolisib— uncovered
PROTEIN_SECRETION0.250Remibrutinib— uncovered
COMPLEMENT0.220Inavolisib— uncovered