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

TCGA-Z7-A8R5-01A-42R-A41B-07

· B

3ea250f3-5e6c-579d-8864-5be9e1eec259

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
110

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • COAGULATION+0.420
  • ALLOGRAFT_REJECTION+0.380
  • MYOGENESIS+0.350
  • PANCREAS_BETA_CELLS+0.300
  • P53_PATHWAY+0.290
  • TNFA_SIGNALING_VIA_NFKB+0.290
  • XENOBIOTIC_METABOLISM+0.270
  • INFLAMMATORY_RESPONSE+0.250
  • KRAS_SIGNALING_DN+0.250
  • KRAS_SIGNALING_UP+0.250

Top 10 suppressed

  • G2M_CHECKPOINT-0.620
  • E2F_TARGETS-0.610
  • MITOTIC_SPINDLE-0.570
  • PROTEIN_SECRETION-0.560
  • MTORC1_SIGNALING-0.420
  • UNFOLDED_PROTEIN_RESPONSE-0.420
  • MYC_TARGETS_V2-0.320
  • ANDROGEN_RESPONSE-0.310
  • UV_RESPONSE_DN-0.300
  • MYC_TARGETS_V1-0.290

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-A42U-01A-12R-A24H-07
breast-umap@18
B0.926
2TCGA-AC-A3QP-01A-11R-A22U-07
breast-umap@18
B0.916
3TCGA-AR-A2LJ-01A-12R-A19W-07
breast-umap@18
B0.911
4TCGA-FD-A43S-01A-21R-A23W-07
bladder-landscape@3
0.896
5TCGA-OL-A66L-01A-12R-A31O-07
breast-umap@18
B0.891
6TCGA-WT-AB44-01A-11R-A41B-07
breast-umap@18
B0.891
7TCGA-AO-A0J9-01A-11R-A034-07
breast-umap@18
A0.873
8TCGA-LD-A66U-01A-11R-A31O-07
breast-umap@18
B0.873
9SRR5088872
melanoma-umap@29
0.866
10TCGA-FD-A43U-01A-11R-A23W-07
bladder-landscape@3
0.865

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.420Binimetinib— uncovered
ALLOGRAFT_REJECTION0.380Idelalisib— uncovered
MYOGENESIS0.350Inavolisib— uncovered
PANCREAS_BETA_CELLS0.300Cobimetinib— uncovered
P53_PATHWAY0.290Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.290Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.270Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.250Idelalisib— uncovered
KRAS_SIGNALING_DN0.250Remibrutinib— uncovered
KRAS_SIGNALING_UP0.250Inavolisib— uncovered
ANGIOGENESIS0.230Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.230Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.210Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
COMPLEMENT0.160Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.140Inavolisib— uncovered
HYPOXIA0.140Idelalisib— uncovered
IL2_STAT5_SIGNALING0.140Idelalisib— uncovered
NOTCH_SIGNALING0.140Inavolisib— uncovered
APICAL_JUNCTION0.130Inavolisib— uncovered