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

TCGA-AO-A0JA-01A-11R-A056-07

· A

dff4c459-4ce5-59f2-b955-e8f8b627be5a

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
22
os_event
false

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.420
  • PROTEIN_SECRETION+0.410
  • UV_RESPONSE_DN+0.400
  • MITOTIC_SPINDLE+0.360
  • TGF_BETA_SIGNALING+0.350
  • APICAL_JUNCTION+0.320
  • COAGULATION+0.320
  • HEDGEHOG_SIGNALING+0.310
  • COMPLEMENT+0.280
  • ANGIOGENESIS+0.270

Top 10 suppressed

  • MYC_TARGETS_V2-0.580
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.230
  • KRAS_SIGNALING_DN-0.210
  • MTORC1_SIGNALING-0.180
  • IL6_JAK_STAT3_SIGNALING-0.170
  • HYPOXIA-0.160
  • DNA_REPAIR-0.140
  • GLYCOLYSIS-0.140
  • MYC_TARGETS_V1-0.120

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
1TCGA-AR-A24M-01A-11R-A169-07
breast-umap@18
B0.780
2SRR5088836
melanoma-umap@29
0.765
3TCGA-AQ-A1H3-01A-31R-A13Q-07
breast-umap@18
A0.765
4TCGA-55-6642-01A-11R-1858-07
lung-landscapes@6
cohortA30.757
5TCGA-DK-A2HX-01A-12R-A18C-07
bladder-landscape@3
0.756
6TCGA-91-6829-01A-21R-1858-07
lung-landscapes@6
cohortA10.755
7TCGA-44-6775-01A-11R-A278-07
lung-landscapes@6
cohortMD20.751
8SAMN03290934
melanoma-umap@29
0.749
9TCGA-64-1679-01A-21R-2066-07
lung-landscapes@6
cohortA10.746
10f5e6497a-ed39-408d-9034-a965baaafbf7
melanoma-umap@29
0.745

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.420Inavolisib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
UV_RESPONSE_DN0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.360Inavolisib— uncovered
TGF_BETA_SIGNALING0.350Inavolisib— uncovered
APICAL_JUNCTION0.320Inavolisib— uncovered
COAGULATION0.320Binimetinib— uncovered
HEDGEHOG_SIGNALING0.310Inavolisib— uncovered
COMPLEMENT0.280Inavolisib— uncovered
ANGIOGENESIS0.270Remibrutinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.250Inavolisib— uncovered
ANDROGEN_RESPONSE0.230Inavolisib— uncovered
KRAS_SIGNALING_UP0.210Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.210Inavolisib— uncovered
G2M_CHECKPOINT0.200Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.190Inavolisib— uncovered
NOTCH_SIGNALING0.170Inavolisib— uncovered
MYOGENESIS0.160Inavolisib— uncovered
APOPTOSIS0.150Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.110Idelalisib— uncovered