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

TCGA-LL-A8F5-01A-11R-A36F-07

· E

319f57ce-7c8d-56cd-839a-991b97fa9054

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
20

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • E2F_TARGETS+0.420
  • HYPOXIA+0.420
  • MYC_TARGETS_V2+0.410
  • ALLOGRAFT_REJECTION+0.360
  • INTERFERON_GAMMA_RESPONSE+0.360
  • INTERFERON_ALPHA_RESPONSE+0.350
  • GLYCOLYSIS+0.320
  • IL6_JAK_STAT3_SIGNALING+0.290
  • UV_RESPONSE_UP+0.280
  • KRAS_SIGNALING_DN+0.270

Top 10 suppressed

  • PROTEIN_SECRETION-0.390
  • ESTROGEN_RESPONSE_EARLY-0.340
  • UV_RESPONSE_DN-0.340
  • MITOTIC_SPINDLE-0.330
  • TGF_BETA_SIGNALING-0.300
  • ANDROGEN_RESPONSE-0.170
  • XENOBIOTIC_METABOLISM-0.140
  • BILE_ACID_METABOLISM-0.130
  • HEME_METABOLISM-0.110
  • NOTCH_SIGNALING-0.100

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
1TCGA-OL-A5S0-01A-11R-A28M-07
breast-umap@18
E0.873
2TCGA-A7-A6VW-01A-21R-A33J-07
breast-umap@18
E0.856
3TCGA-AO-A129-01A-21R-A10J-07
breast-umap@18
E0.811
4TCGA-A7-A6VY-01A-12R-A33J-07
breast-umap@18
E0.808
5TCGA-XF-A9T5-01A-11R-A42T-07
bladder-landscape@3
0.793
6TCGA-BH-A0RX-01A-21R-A084-07
breast-umap@18
D0.790
720060013.TNBC
breast-umap@18
E0.786
8TCGA-GM-A2DF-01A-11R-A180-07
breast-umap@18
E0.782
9TCGA-22-5471-01A-01R-1635-07
lung-landscapes@6
cohortSQ20.782
10TCGA-BH-A0B3-01A-11R-A056-07
breast-umap@18
E0.775

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.420Inavolisib— uncovered
HYPOXIA0.420Idelalisib— uncovered
MYC_TARGETS_V20.410Idelalisib— uncovered
ALLOGRAFT_REJECTION0.360Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.360Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.350Inavolisib— uncovered
GLYCOLYSIS0.320Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.290Inavolisib— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered
KRAS_SIGNALING_DN0.270Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.260Inavolisib— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
MYC_TARGETS_V10.230Inavolisib— uncovered
MYOGENESIS0.220Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.210Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.210Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.190Idelalisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
PANCREAS_BETA_CELLS0.170Cobimetinib— uncovered