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

TCGA-A7-A6VY-01A-12R-A33J-07

· E

ecda87de-d1c4-5b53-8bda-ca2e1f788510

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
9
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+0.540
  • INTERFERON_ALPHA_RESPONSE+0.470
  • INTERFERON_GAMMA_RESPONSE+0.460
  • E2F_TARGETS+0.430
  • INFLAMMATORY_RESPONSE+0.430
  • ALLOGRAFT_REJECTION+0.410
  • IL6_JAK_STAT3_SIGNALING+0.410
  • G2M_CHECKPOINT+0.380
  • GLYCOLYSIS+0.360
  • HYPOXIA+0.350

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.370
  • PROTEIN_SECRETION-0.370
  • UV_RESPONSE_DN-0.270
  • ANDROGEN_RESPONSE-0.240
  • ADIPOGENESIS-0.220
  • FATTY_ACID_METABOLISM-0.210
  • PEROXISOME-0.210
  • OXIDATIVE_PHOSPHORYLATION-0.190
  • ESTROGEN_RESPONSE_LATE-0.160
  • BILE_ACID_METABOLISM-0.140

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-A0B3-01A-11R-A056-07
breast-umap@18
E0.921
220060013.TNBC
breast-umap@18
E0.906
320050099.TNBC
breast-umap@18
D0.889
4TCGA-E9-A3QA-01A-61R-A22K-07
breast-umap@18
D0.886
5TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.862
6TCGA-EW-A1P4-01A-21R-A144-07
breast-umap@18
E0.858
7TCGA-PL-A8LZ-01A-31R-A36F-07
breast-umap@18
D0.845
8TCGA-AO-A129-01A-21R-A10J-07
breast-umap@18
E0.840
9TCGA-S3-AA10-01A-21R-A41B-07
breast-umap@18
E0.839
10R317
bladder-landscape@3
0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.540Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.470Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.460Idelalisib— uncovered
E2F_TARGETS0.430Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.430Idelalisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.410Inavolisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
GLYCOLYSIS0.360Inavolisib— uncovered
HYPOXIA0.350Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.350Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.330Inavolisib— uncovered
MTORC1_SIGNALING0.320Inavolisib— uncovered
COAGULATION0.300Binimetinib— uncovered
NOTCH_SIGNALING0.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
COMPLEMENT0.260Inavolisib— uncovered
UV_RESPONSE_UP0.260Idelalisib— uncovered
IL2_STAT5_SIGNALING0.240Idelalisib— uncovered
MYC_TARGETS_V10.240Inavolisib— uncovered