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

TCGA-AC-A6IW-01A-12R-A33J-07

· E

9e16d36c-c1b8-5e18-8dec-506e29b192fd

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
14
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • MYC_TARGETS_V2+0.650
  • ALLOGRAFT_REJECTION+0.580
  • INTERFERON_ALPHA_RESPONSE+0.560
  • INTERFERON_GAMMA_RESPONSE+0.510
  • MYC_TARGETS_V1+0.470
  • IL6_JAK_STAT3_SIGNALING+0.420
  • E2F_TARGETS+0.410
  • INFLAMMATORY_RESPONSE+0.390
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.380
  • G2M_CHECKPOINT+0.300

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.460
  • PROTEIN_SECRETION-0.440
  • UV_RESPONSE_DN-0.430
  • ANGIOGENESIS-0.370
  • TGF_BETA_SIGNALING-0.370
  • ESTROGEN_RESPONSE_EARLY-0.360
  • ANDROGEN_RESPONSE-0.310
  • ESTROGEN_RESPONSE_LATE-0.300
  • BILE_ACID_METABOLISM-0.230
  • CHOLESTEROL_HOMEOSTASIS-0.210

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-EW-A6SB-01A-12R-A32P-07
breast-umap@18
E0.945
2TCGA-B6-A0I2-01A-11R-A034-07
breast-umap@18
E0.895
3TCGA-OL-A5D7-01A-11R-A27Q-07
breast-umap@18
E0.894
4TCGA-E2-A1B6-01A-31R-A12P-07
breast-umap@18
D0.894
5TCGA-A2-A3XT-01A-11R-A22U-07
breast-umap@18
E0.887
6MBCproject_0095_T3_RNA
breast-umap@18
E0.886
720100125.TNBC
breast-umap@18
E0.886
8TCGA-E2-A1II-01A-11R-A144-07
breast-umap@18
E0.883
920030081.TNBC
breast-umap@18
D0.882
10TCGA-C8-A12K-01A-21R-A115-07
breast-umap@18
E0.872

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.650Idelalisib— uncovered
ALLOGRAFT_REJECTION0.580Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.560Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.510Idelalisib— uncovered
MYC_TARGETS_V10.470Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
E2F_TARGETS0.410Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.390Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.380Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.270Inavolisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
COMPLEMENT0.230Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.230Remibrutinib— uncovered
IL2_STAT5_SIGNALING0.220Idelalisib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
DNA_REPAIR0.160Idelalisib— uncovered
KRAS_SIGNALING_UP0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered