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

TCGA-WT-AB44-01A-11R-A41B-07

· B

f5abf11f-58e0-5939-93ef-009a5323ada4

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
B
subtype
B
overall_survival_months
29

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • COAGULATION+0.360
  • MYOGENESIS+0.280
  • PANCREAS_BETA_CELLS+0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.180
  • INFLAMMATORY_RESPONSE+0.170
  • P53_PATHWAY+0.170
  • KRAS_SIGNALING_UP+0.150
  • XENOBIOTIC_METABOLISM+0.120

Top 10 suppressed

  • E2F_TARGETS-0.610
  • G2M_CHECKPOINT-0.590
  • MITOTIC_SPINDLE-0.540
  • PROTEIN_SECRETION-0.440
  • MTORC1_SIGNALING-0.380
  • MYC_TARGETS_V1-0.340
  • INTERFERON_ALPHA_RESPONSE-0.320
  • PI3K_AKT_MTOR_SIGNALING-0.300
  • UNFOLDED_PROTEIN_RESPONSE-0.250
  • ESTROGEN_RESPONSE_EARLY-0.220

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-Z7-A8R5-01A-42R-A41B-07
breast-umap@18
B0.891
2TCGA-BH-A42U-01A-12R-A24H-07
breast-umap@18
B0.869
3TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.867
4TCGA-OL-A66N-01A-12R-A31O-07
breast-umap@18
B0.837
5TCGA-FD-A43U-01A-11R-A23W-07
bladder-landscape@3
0.818
6TCGA-LD-A66U-01A-11R-A31O-07
breast-umap@18
B0.815
7TCGA-GM-A5PX-01A-12R-A28M-07
breast-umap@18
A0.810
8TCGA-AC-A2QJ-01A-12R-A19W-07
breast-umap@18
A0.810
9TCGA-OL-A66L-01A-12R-A31O-07
breast-umap@18
B0.804
10TCGA-B6-A401-01A-11R-A239-07
breast-umap@18
B0.798

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
COAGULATION0.360Binimetinib— uncovered
MYOGENESIS0.280Inavolisib— uncovered
PANCREAS_BETA_CELLS0.180Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.170Idelalisib— uncovered
P53_PATHWAY0.170Idelalisib— uncovered
KRAS_SIGNALING_UP0.150Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.120Inavolisib— uncovered
IL2_STAT5_SIGNALING0.110Idelalisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
APOPTOSIS0.090Idelalisib— uncovered
HYPOXIA0.060Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.060Inavolisib— uncovered
ANGIOGENESIS0.050Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.050Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.040Idelalisib— uncovered
APICAL_JUNCTION0.040Inavolisib— uncovered
NOTCH_SIGNALING0.040Inavolisib— uncovered