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

TCGA-A2-A3KC-01A-11R-A213-07

· A

18bd5c1b-b1d4-55da-bd62-82f4c182e802

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
A
subtype
A
overall_survival_months
37

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • NOTCH_SIGNALING+0.550
  • WNT_BETA_CATENIN_SIGNALING+0.510
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.390
  • UV_RESPONSE_DN+0.390
  • MYOGENESIS+0.370
  • ANGIOGENESIS+0.360
  • APICAL_JUNCTION+0.330
  • APICAL_SURFACE+0.310
  • HEDGEHOG_SIGNALING+0.280
  • MITOTIC_SPINDLE+0.280

Top 10 suppressed

  • MYC_TARGETS_V1-0.550
  • OXIDATIVE_PHOSPHORYLATION-0.550
  • MTORC1_SIGNALING-0.540
  • MYC_TARGETS_V2-0.440
  • E2F_TARGETS-0.420
  • UNFOLDED_PROTEIN_RESPONSE-0.420
  • GLYCOLYSIS-0.370
  • FATTY_ACID_METABOLISM-0.330
  • INTERFERON_ALPHA_RESPONSE-0.330
  • G2M_CHECKPOINT-0.320

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
17900174d-af00-444f-a5b2-226a45f7e76a
colon-landscapes@1
0.898
2TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.895
3f65f4ed5-9726-4eff-8638-63752686d2c9
colon-landscapes@1
0.891
4TCGA-EW-A1IX-01A-12R-A144-07
breast-umap@18
A0.886
520050037.TNBC
breast-umap@18
C0.885
6SRR8613732
breast-umap@18
A0.884
7TCGA-DK-A3IQ-01A-31R-A32Y-07
bladder-landscape@3
0.882
8TCGA-HN-A2OB-01A-21R-A27Q-07
breast-umap@18
A0.873
9R116
bladder-landscape@3
0.868
10TCGA-CR-6488-01A-12R-2081-07
head-neck@1
0.867

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.550Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.510Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.390Inavolisib— uncovered
UV_RESPONSE_DN0.390Inavolisib— uncovered
MYOGENESIS0.370Inavolisib— uncovered
ANGIOGENESIS0.360Remibrutinib— uncovered
APICAL_JUNCTION0.330Inavolisib— uncovered
APICAL_SURFACE0.310Temsirolimus— uncovered
HEDGEHOG_SIGNALING0.280Inavolisib— uncovered
MITOTIC_SPINDLE0.280Inavolisib— uncovered
TGF_BETA_SIGNALING0.280Inavolisib— uncovered
COAGULATION0.270Binimetinib— uncovered
ESTROGEN_RESPONSE_EARLY0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.180Inavolisib— uncovered
APOPTOSIS0.160Idelalisib— uncovered
COMPLEMENT0.140Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.120Inavolisib— uncovered
IL2_STAT5_SIGNALING0.110Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.090Idelalisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered