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

TCGA-CV-A6K2-01A-11R-A31N-07

bb3bc8ad-60d1-509f-ad46-2eedf5c9aefb

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
overall_survival_months
0.072374429
sex
male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • PROTEIN_SECRETION+0.430
  • INTERFERON_ALPHA_RESPONSE+0.340
  • OXIDATIVE_PHOSPHORYLATION+0.310
  • COMPLEMENT+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • TGF_BETA_SIGNALING+0.290
  • INTERFERON_GAMMA_RESPONSE+0.270
  • CHOLESTEROL_HOMEOSTASIS+0.260
  • TNFA_SIGNALING_VIA_NFKB+0.260
  • IL6_JAK_STAT3_SIGNALING+0.250

Top 10 suppressed

  • MYC_TARGETS_V2-0.440
  • MYOGENESIS-0.410
  • SPERMATOGENESIS-0.260
  • WNT_BETA_CATENIN_SIGNALING-0.250
  • KRAS_SIGNALING_DN-0.220
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.200
  • HEDGEHOG_SIGNALING-0.130
  • E2F_TARGETS-0.120
  • APICAL_JUNCTION-0.100
  • APICAL_SURFACE-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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1DRR168598
bladder-landscape@3
0.784
2BS_XF0ZX2B3
brain-umap@2
Supratentorial Ependymoma0.735
3BS_49852ZBH
brain-umap@2
pilocytic astrocytoma0.731
4BS_E3EJHXQV
brain-umap@2
low-grade glioma0.728
5BS_NS7GSHB9
brain-umap@2
pilocytic astrocytoma0.724
6SRR12696744
melanoma-umap@29
0.722
7TCGA-44-2656-01A-02R-0946-07
lung-landscapes@6
cohortA10.717
8TCGA-CQ-7071-01A-12R-A30B-07
head-neck@1
0.715
9TCGA-CQ-6223-01A-11R-1915-07
head-neck@1
0.712
1031D3488A-212B-4818-8F09-EBF1E8B135AD
brain-umap@2
0.711

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.430Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.340Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.310Remibrutinib— uncovered
COMPLEMENT0.300Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
TGF_BETA_SIGNALING0.290Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.270Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.260Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.260Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.250Inavolisib— uncovered
P53_PATHWAY0.230Idelalisib— uncovered
ANDROGEN_RESPONSE0.220Inavolisib— uncovered
GLYCOLYSIS0.220Inavolisib— uncovered
PEROXISOME0.220Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.220Inavolisib— uncovered
COAGULATION0.190Binimetinib— uncovered
MTORC1_SIGNALING0.190Inavolisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
ADIPOGENESIS0.140Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.140Inavolisib— uncovered