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

TCGA-ZF-AA56-01A-31R-A39I-07

92687e84-6828-5c0d-b173-342a74d5451b

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
8.508541393
os_event
true
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.560
  • INTERFERON_ALPHA_RESPONSE+0.520
  • INTERFERON_GAMMA_RESPONSE+0.520
  • MTORC1_SIGNALING+0.500
  • PROTEIN_SECRETION+0.490
  • IL6_JAK_STAT3_SIGNALING+0.480
  • INFLAMMATORY_RESPONSE+0.480
  • TGF_BETA_SIGNALING+0.460
  • MYC_TARGETS_V1+0.450
  • TNFA_SIGNALING_VIA_NFKB+0.440

Top 10 suppressed

  • PANCREAS_BETA_CELLS-0.200
  • SPERMATOGENESIS-0.160
  • MYOGENESIS-0.090
  • KRAS_SIGNALING_DN-0.050
  • BILE_ACID_METABOLISM+0.000
  • DNA_REPAIR+0.140
  • APICAL_SURFACE+0.180
  • MYC_TARGETS_V2+0.180
  • UV_RESPONSE_UP+0.190
  • PEROXISOME+0.200

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
12DAB6792-F9AF-4565-BDD5-C9802F3132F4
brain-umap@2
0.951
2443B59BB-0BFD-459A-896E-FA07AA6C3A45
brain-umap@2
0.948
3TCGA-CQ-5324-01A-01R-1686-07
head-neck@1
0.946
4DB34442C-1882-495A-A2F0-2427116A1FAF
brain-umap@2
0.935
5E9FC1686-028B-476C-B51B-4956213D874B
brain-umap@2
0.935
6SRR934750
brain-umap@2
0.932
7TCGA-E7-A97P-01A-11R-A38B-07
bladder-landscape@3
0.931
87E198F8E-BBAA-419D-8986-359C109FBE74
brain-umap@2
0.931
9C6A60028-2402-4048-90DF-F2B3712FB530
brain-umap@2
0.931
10SRR934921
brain-umap@2
0.930

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
REACTIVE_OXYGEN_SPECIES_PATHWAY0.560Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.520Idelalisib— uncovered
MTORC1_SIGNALING0.500Inavolisib— uncovered
PROTEIN_SECRETION0.490Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.480Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.480Idelalisib— uncovered
TGF_BETA_SIGNALING0.460Inavolisib— uncovered
MYC_TARGETS_V10.450Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.440Inavolisib— uncovered
ANDROGEN_RESPONSE0.430Inavolisib— uncovered
GLYCOLYSIS0.430Inavolisib— uncovered
COMPLEMENT0.420Inavolisib— uncovered
ALLOGRAFT_REJECTION0.410Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.410Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.400Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.380Idelalisib— uncovered
G2M_CHECKPOINT0.380Inavolisib— uncovered
KRAS_SIGNALING_UP0.380Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered