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

TCGA-BH-A8FY-01A-11R-A36F-07

· B

85a53f9d-1466-569a-9834-129a8d5cd344

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
10

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.290
  • XENOBIOTIC_METABOLISM+0.230
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.220
  • BILE_ACID_METABOLISM+0.210
  • DNA_REPAIR+0.170
  • FATTY_ACID_METABOLISM+0.170
  • ESTROGEN_RESPONSE_LATE+0.160
  • COAGULATION+0.130
  • PANCREAS_BETA_CELLS+0.130
  • ESTROGEN_RESPONSE_EARLY+0.110

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.580
  • INTERFERON_GAMMA_RESPONSE-0.470
  • INTERFERON_ALPHA_RESPONSE-0.410
  • ALLOGRAFT_REJECTION-0.400
  • TGF_BETA_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.390
  • MITOTIC_SPINDLE-0.380
  • G2M_CHECKPOINT-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.360
  • APICAL_SURFACE-0.350

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-YF-AA3L-01A-11R-A38B-07
bladder-landscape@3
0.921
2TCGA-LL-A6FP-01A-11R-A31O-07
breast-umap@18
B0.899
3TCGA-AC-A3YJ-01A-11R-A22U-07
breast-umap@18
B0.883
4TCGA-55-6972-01A-11R-1949-07
lung-landscapes@6
cohortA20.878
5TCGA-BH-A0HN-01A-11R-A10U-07
breast-umap@18
B0.870
6TCGA-CF-A47W-01A-11R-A23W-07
bladder-landscape@3
0.865
7TCGA-55-A492-01A-11R-A24H-07
lung-landscapes@6
cohortA20.858
8TCGA-E2-A1B4-01A-11R-A12P-07
breast-umap@18
B0.856
9MDT-AP-0349
medullo-epn-umap@date-based
MedMedulloblastoma0.856
10TCGA-CF-A5U8-01A-11R-A28M-07
bladder-landscape@3
0.842

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.290Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.230Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.220Inavolisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
FATTY_ACID_METABOLISM0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
COAGULATION0.130Binimetinib— uncovered
PANCREAS_BETA_CELLS0.130Cobimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.110Inavolisib— uncovered
KRAS_SIGNALING_DN0.040Remibrutinib— uncovered
ADIPOGENESIS0.030Inavolisib— uncovered
PEROXISOME0.030Idelalisib— uncovered
HEME_METABOLISM0.010Temsirolimus— uncovered
P53_PATHWAY0.010Idelalisib— uncovered