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

TCGA-B6-A0WW-01A-11R-A109-07

· B

0f6294bc-32f5-5932-b63d-738a5a281e5a

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
19
os_event
true

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.430
  • OXIDATIVE_PHOSPHORYLATION+0.400
  • PROTEIN_SECRETION+0.320
  • ANGIOGENESIS+0.310
  • UV_RESPONSE_DN+0.250
  • PI3K_AKT_MTOR_SIGNALING+0.240
  • TGF_BETA_SIGNALING+0.240
  • PEROXISOME+0.230
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • ESTROGEN_RESPONSE_EARLY+0.200

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.360
  • MYC_TARGETS_V2-0.320
  • IL6_JAK_STAT3_SIGNALING-0.260
  • HEDGEHOG_SIGNALING-0.230
  • INFLAMMATORY_RESPONSE-0.220
  • TNFA_SIGNALING_VIA_NFKB-0.190
  • KRAS_SIGNALING_UP-0.180
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.150
  • IL2_STAT5_SIGNALING-0.110
  • NOTCH_SIGNALING-0.100

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-A0B1-01A-12R-A056-07
breast-umap@18
B0.722
2SRR1313114
breast-umap@18
B0.654
3TCGA-BH-A1F8-01A-11R-A13Q-07
breast-umap@18
B0.650
4713c3ad2-c1d0-45ed-b69e-f6cedd57933a
colon-landscapes@1
0.642
5TCGA-AR-A24N-01A-11R-A169-07
breast-umap@18
B0.633
616dd072b-b664-43e8-8862-c9d9d945f8bc
melanoma-umap@29
0.624
7b0363d99-5ff4-42cd-849d-79dfad0eaf49
melanoma-umap@29
0.621
8SRR23303763
bladder-landscape@3
0.619
9MNG554
mng-umap@100
0.619
10SRR6013598
lung-landscapes@6
cohortA40.606

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.430Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
PROTEIN_SECRETION0.320Remibrutinib— uncovered
ANGIOGENESIS0.310Remibrutinib— uncovered
UV_RESPONSE_DN0.250Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.240Inavolisib— uncovered
TGF_BETA_SIGNALING0.240Inavolisib— uncovered
PEROXISOME0.230Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.200Idelalisib— uncovered
HEME_METABOLISM0.190Temsirolimus— uncovered
UNFOLDED_PROTEIN_RESPONSE0.190Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.160Inavolisib— uncovered
PANCREAS_BETA_CELLS0.160Cobimetinib— uncovered
ADIPOGENESIS0.150Inavolisib— uncovered
DNA_REPAIR0.120Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.100Inavolisib— uncovered