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

TCGA-A2-A4RY-01A-31R-A266-07

· A

58a7466a-2151-54b4-becf-db06101b8f01

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
22

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.560
  • MYOGENESIS+0.400
  • HEDGEHOG_SIGNALING+0.390
  • APICAL_JUNCTION+0.340
  • TNFA_SIGNALING_VIA_NFKB+0.280
  • UV_RESPONSE_DN+0.270
  • APICAL_SURFACE+0.250
  • P53_PATHWAY+0.250
  • KRAS_SIGNALING_DN+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.180

Top 10 suppressed

  • E2F_TARGETS-0.660
  • MYC_TARGETS_V1-0.630
  • G2M_CHECKPOINT-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.590
  • MTORC1_SIGNALING-0.570
  • PROTEIN_SECRETION-0.540
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.430
  • UNFOLDED_PROTEIN_RESPONSE-0.420
  • GLYCOLYSIS-0.410
  • MYC_TARGETS_V2-0.380

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-BH-A28O-01A-11R-A22K-07
breast-umap@18
A0.950
2R116
bladder-landscape@3
0.926
3MBCProject_2661_T2_RNA
breast-umap@18
A0.914
4TCGA-D8-A4Z1-01A-21R-A266-07
breast-umap@18
A0.912
5TCGA-A7-A4SC-01A-12R-A266-07
breast-umap@18
A0.898
6TCGA-OL-A5RX-01A-11R-A28M-07
breast-umap@18
A0.896
7TCGA-AC-A3W7-01A-11R-A22K-07
breast-umap@18
A0.892
8X9cad7a78.ea9b.47b0.9d06.e5e696031cc3
lung-landscapes@6
cohortA10.888
9SRR8613801
breast-umap@18
A0.887
10TCGA-HN-A2OB-01A-21R-A27Q-07
breast-umap@18
A0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.560Inavolisib— uncovered
MYOGENESIS0.400Inavolisib— uncovered
HEDGEHOG_SIGNALING0.390Inavolisib— uncovered
APICAL_JUNCTION0.340Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.280Inavolisib— uncovered
UV_RESPONSE_DN0.270Inavolisib— uncovered
APICAL_SURFACE0.250Temsirolimus— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
KRAS_SIGNALING_DN0.200Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.180Inavolisib— uncovered
NOTCH_SIGNALING0.180Inavolisib— uncovered
KRAS_SIGNALING_UP0.170Inavolisib— uncovered
TGF_BETA_SIGNALING0.130Inavolisib— uncovered
HYPOXIA0.070Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.050Inavolisib— uncovered
IL2_STAT5_SIGNALING0.050Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.030Inavolisib— uncovered
ANGIOGENESIS0.020Remibrutinib— uncovered
COAGULATION0.010Binimetinib— uncovered