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

TCGA-A8-A07Z-01A-11R-A00Z-07

· B

22f22d54-6be2-57b5-bde4-fb881ac050af

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
46

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+0.490
  • ESTROGEN_RESPONSE_EARLY+0.440
  • ESTROGEN_RESPONSE_LATE+0.390
  • CHOLESTEROL_HOMEOSTASIS+0.360
  • OXIDATIVE_PHOSPHORYLATION+0.360
  • APICAL_SURFACE+0.290
  • INTERFERON_GAMMA_RESPONSE+0.260
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.250
  • FATTY_ACID_METABOLISM+0.240
  • ADIPOGENESIS+0.230

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.310
  • UV_RESPONSE_DN-0.260
  • KRAS_SIGNALING_UP-0.230
  • TNFA_SIGNALING_VIA_NFKB-0.200
  • INFLAMMATORY_RESPONSE-0.170
  • HYPOXIA-0.140
  • TGF_BETA_SIGNALING-0.140
  • HEDGEHOG_SIGNALING-0.130
  • WNT_BETA_CATENIN_SIGNALING-0.110
  • PROTEIN_SECRETION-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
1MNG565
mng-umap@100
0.757
2TCGA-39-5024-01A-21R-1820-07
lung-landscapes@6
cohortSQ10.699
3TCGA-BH-A6R8-01A-21R-A33J-07
breast-umap@18
B0.695
4TCGA-A8-A09E-01A-11R-A00Z-07
breast-umap@18
B0.694
5SRR1313114
breast-umap@18
B0.694
6MNG1088
mng-umap@100
0.687
7TCGA-BH-A0DH-01A-11R-A084-07
breast-umap@18
B0.678
847661ed9-5c0e-442d-b072-3da8b14fab02
colon-landscapes@1
0.667
97a458b19-1b7c-422c-b900-cd77e5009421
colon-landscapes@1
0.658
10ERR2208962
melanoma-umap@29
0.657

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.490Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.440Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.390Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.360Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.360Remibrutinib— uncovered
APICAL_SURFACE0.290Temsirolimus— uncovered
INTERFERON_GAMMA_RESPONSE0.260Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.250Inavolisib— uncovered
FATTY_ACID_METABOLISM0.240Inavolisib— uncovered
ADIPOGENESIS0.230Inavolisib— uncovered
DNA_REPAIR0.230Idelalisib— uncovered
P53_PATHWAY0.220Idelalisib— uncovered
BILE_ACID_METABOLISM0.210Inavolisib— uncovered
GLYCOLYSIS0.180Inavolisib— uncovered
PEROXISOME0.180Idelalisib— uncovered
E2F_TARGETS0.170Inavolisib— uncovered
MTORC1_SIGNALING0.160Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.140Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.130Inavolisib— uncovered
KRAS_SIGNALING_DN0.110Remibrutinib— uncovered