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

TCGA-A2-A3XY-01A-11R-A239-07

· D

2a98238e-fcf5-5607-8a20-587dd06e96b0

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
D
subtype
D
overall_survival_months
36

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • TNFA_SIGNALING_VIA_NFKB+0.550
  • IL6_JAK_STAT3_SIGNALING+0.480
  • ALLOGRAFT_REJECTION+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.460
  • INTERFERON_ALPHA_RESPONSE+0.460
  • INFLAMMATORY_RESPONSE+0.450
  • INTERFERON_GAMMA_RESPONSE+0.450
  • MYC_TARGETS_V2+0.380
  • WNT_BETA_CATENIN_SIGNALING+0.380
  • ANGIOGENESIS+0.340

Top 10 suppressed

  • PROTEIN_SECRETION-0.500
  • ESTROGEN_RESPONSE_EARLY-0.390
  • ANDROGEN_RESPONSE-0.310
  • PEROXISOME-0.240
  • ESTROGEN_RESPONSE_LATE-0.230
  • OXIDATIVE_PHOSPHORYLATION-0.210
  • BILE_ACID_METABOLISM-0.190
  • PI3K_AKT_MTOR_SIGNALING-0.190
  • DNA_REPAIR-0.160
  • FATTY_ACID_METABOLISM-0.120

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-S3-AA15-01A-11R-A41B-07
breast-umap@18
D0.891
220050166.TNBC
breast-umap@18
D0.883
3TCGA-AC-A8OQ-01A-11R-A41B-07
breast-umap@18
D0.848
4TCGA-B6-A400-01A-11R-A239-07
breast-umap@18
E0.843
5TCGA-OL-A66I-01A-21R-A29R-07
breast-umap@18
D0.827
6TCGA-E9-A1NC-01A-21R-A26B-07
breast-umap@18
E0.815
7TCGA-A7-A6VY-01A-12R-A33J-07
breast-umap@18
E0.812
8R317
bladder-landscape@3
0.811
9TCGA-A7-A4SE-01A-11R-A266-07
breast-umap@18
E0.807
1020050099.TNBC
breast-umap@18
D0.806

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
TNFA_SIGNALING_VIA_NFKB0.550Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
ALLOGRAFT_REJECTION0.470Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.460Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.450Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
MYC_TARGETS_V20.380Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.380Inavolisib— uncovered
ANGIOGENESIS0.340Remibrutinib— uncovered
HYPOXIA0.340Idelalisib— uncovered
KRAS_SIGNALING_DN0.340Remibrutinib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
KRAS_SIGNALING_UP0.310Inavolisib— uncovered
APICAL_JUNCTION0.300Inavolisib— uncovered
IL2_STAT5_SIGNALING0.290Idelalisib— uncovered
TGF_BETA_SIGNALING0.290Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
HEDGEHOG_SIGNALING0.260Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.230Remibrutinib— uncovered