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

TCGA-A7-A4SE-01A-11R-A266-07

· E

8c63c173-a48c-5708-bae8-30e477c85750

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
21

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+0.490
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • ANGIOGENESIS+0.420
  • HEDGEHOG_SIGNALING+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • APICAL_JUNCTION+0.350
  • G2M_CHECKPOINT+0.350
  • E2F_TARGETS+0.340
  • INTERFERON_ALPHA_RESPONSE+0.340
  • NOTCH_SIGNALING+0.340

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.480
  • PROTEIN_SECRETION-0.430
  • PEROXISOME-0.390
  • FATTY_ACID_METABOLISM-0.380
  • ESTROGEN_RESPONSE_EARLY-0.330
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.330
  • ADIPOGENESIS-0.320
  • ESTROGEN_RESPONSE_LATE-0.280
  • BILE_ACID_METABOLISM-0.210
  • DNA_REPAIR-0.200

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
1218cda38-ec89-4e23-849b-93f1b5bd0655
colon-landscapes@1
0.838
220020022.TNBC
breast-umap@18
D0.835
3TCGA-B6-A400-01A-11R-A239-07
breast-umap@18
E0.828
420050166.TNBC
breast-umap@18
D0.816
5TCGA-A2-A3XY-01A-11R-A239-07
breast-umap@18
D0.807
620030032.TNBC
breast-umap@18
D0.807
7DRR168520
bladder-landscape@3
0.790
8SRR8613770
breast-umap@18
E0.787
9TCGA-A2-A0SX-01A-12R-A084-07
breast-umap@18
D0.785
10TCGA-AO-A0J4-01A-11R-A034-07
breast-umap@18
E0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.490Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
ANGIOGENESIS0.420Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.380Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
APICAL_JUNCTION0.350Inavolisib— uncovered
G2M_CHECKPOINT0.350Inavolisib— uncovered
E2F_TARGETS0.340Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.340Inavolisib— uncovered
NOTCH_SIGNALING0.340Inavolisib— uncovered
HYPOXIA0.280Idelalisib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.260Inavolisib— uncovered
COAGULATION0.250Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
MYC_TARGETS_V20.250Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.210Idelalisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
TGF_BETA_SIGNALING0.200Inavolisib— uncovered