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

TCGA-AO-A12A-01A-21R-A115-07

· A

af0d686d-4b50-5900-a4b9-9d8df9a3021d

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
104

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.380
  • APICAL_SURFACE+0.360
  • UV_RESPONSE_DN+0.330
  • TNFA_SIGNALING_VIA_NFKB+0.310
  • ESTROGEN_RESPONSE_EARLY+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.270
  • TGF_BETA_SIGNALING+0.270
  • APICAL_JUNCTION+0.260
  • APOPTOSIS+0.210
  • HEDGEHOG_SIGNALING+0.200

Top 10 suppressed

  • E2F_TARGETS-0.560
  • MYC_TARGETS_V2-0.550
  • MYC_TARGETS_V1-0.450
  • G2M_CHECKPOINT-0.440
  • MTORC1_SIGNALING-0.410
  • OXIDATIVE_PHOSPHORYLATION-0.380
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.370
  • GLYCOLYSIS-0.310
  • PEROXISOME-0.250
  • UNFOLDED_PROTEIN_RESPONSE-0.230

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-BH-A0DT-01A-21R-A12D-07
breast-umap@18
A0.901
2TCGA-EW-A1J2-01A-21R-A13Q-07
breast-umap@18
A0.838
3TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.835
4TCGA-EW-A1IX-01A-12R-A144-07
breast-umap@18
A0.834
5TCGA-MS-A51U-01A-31R-A266-07
breast-umap@18
A0.833
6TCGA-A2-A0ES-01A-11R-A115-07
breast-umap@18
A0.821
7TCGA-50-8457-01A-11R-2326-07
lung-landscapes@6
cohortA10.817
8SRR6013585
lung-landscapes@6
cohortA10.814
9TCGA-D8-A1JH-01A-11R-A13Q-07
breast-umap@18
A0.813
10TCGA-D8-A27L-01A-11R-A16F-07
breast-umap@18
A0.811

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.380Inavolisib— uncovered
APICAL_SURFACE0.360Temsirolimus— uncovered
UV_RESPONSE_DN0.330Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.310Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.300Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.270Inavolisib— uncovered
TGF_BETA_SIGNALING0.270Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
APOPTOSIS0.210Idelalisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.170Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.160Inavolisib— uncovered
MYOGENESIS0.150Inavolisib— uncovered
KRAS_SIGNALING_UP0.140Inavolisib— uncovered
ALLOGRAFT_REJECTION0.110Idelalisib— uncovered
NOTCH_SIGNALING0.110Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
PANCREAS_BETA_CELLS0.070Cobimetinib— uncovered