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

TCGA-BT-A20P-01A-11R-A14Y-07

e3ec55d6-1ef3-5390-abb3-e35edcd206b1

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
17.87122208
os_event
true
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

  • P53_PATHWAY+0.190
  • HYPOXIA+0.180
  • HEDGEHOG_SIGNALING+0.170
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.140
  • CHOLESTEROL_HOMEOSTASIS+0.100
  • UV_RESPONSE_UP+0.080
  • WNT_BETA_CATENIN_SIGNALING+0.080
  • XENOBIOTIC_METABOLISM+0.080
  • OXIDATIVE_PHOSPHORYLATION+0.060
  • BILE_ACID_METABOLISM+0.030

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.380
  • ALLOGRAFT_REJECTION-0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.330
  • PROTEIN_SECRETION-0.320
  • MYC_TARGETS_V1-0.300
  • E2F_TARGETS-0.280
  • UV_RESPONSE_DN-0.280
  • G2M_CHECKPOINT-0.270
  • MITOTIC_SPINDLE-0.270
  • INTERFERON_GAMMA_RESPONSE-0.260

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
1TCGA-D6-A4ZB-01A-11R-A24Z-07
head-neck@1
0.800
2SRR33532762
breast-umap@18
C0.773
3TCGA-E7-A7DU-01A-11R-A32O-07
bladder-landscape@3
0.750
4TCGA-2F-A9KR-01A-11R-A38B-07
bladder-landscape@3
0.748
5R71
bladder-landscape@3
0.742
6308a5759-8930-433f-8d11-4c3da6ed0e29
colon-landscapes@1
0.739
7AUR-AER6-TTM2-A-1-1-R-A742-41
breast-umap@18
C0.737
8TCGA-NJ-A7XG-01A-12R-A39D-07
lung-landscapes@6
cohortA10.733
9SRR1446092
brain-umap@2
GTEX0.728
10MDT-AP-0819
medullo-epn-umap@date-based
MedMedulloblastoma0.727

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
P53_PATHWAY0.190Idelalisib— uncovered
HYPOXIA0.180Idelalisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
UV_RESPONSE_UP0.080Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.080Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.080Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.060Remibrutinib— uncovered
BILE_ACID_METABOLISM0.030Inavolisib— uncovered
GLYCOLYSIS0.020Inavolisib— uncovered
KRAS_SIGNALING_DN0.020Remibrutinib— uncovered