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

TCGA-BH-A0DT-01A-21R-A12D-07

· A

3bc12b8c-d447-5a0d-aa54-78d5703902aa

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
80

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+0.470
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.430
  • UV_RESPONSE_DN+0.430
  • TGF_BETA_SIGNALING+0.420
  • ESTROGEN_RESPONSE_EARLY+0.390
  • APICAL_SURFACE+0.380
  • TNFA_SIGNALING_VIA_NFKB+0.370
  • APOPTOSIS+0.280
  • APICAL_JUNCTION+0.250
  • KRAS_SIGNALING_UP+0.240

Top 10 suppressed

  • E2F_TARGETS-0.520
  • G2M_CHECKPOINT-0.420
  • MYC_TARGETS_V2-0.410
  • MTORC1_SIGNALING-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.350
  • DNA_REPAIR-0.280
  • MYC_TARGETS_V1-0.280
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.270
  • UNFOLDED_PROTEIN_RESPONSE-0.240
  • UV_RESPONSE_UP-0.210

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-AO-A12A-01A-21R-A115-07
breast-umap@18
A0.901
2TCGA-D8-A1JH-01A-11R-A13Q-07
breast-umap@18
A0.893
3TCGA-A2-A0ES-01A-11R-A115-07
breast-umap@18
A0.873
4TCGA-EW-A1J2-01A-21R-A13Q-07
breast-umap@18
A0.871
5TCGA-A2-A0YD-01A-11R-A109-07
breast-umap@18
A0.857
6TCGA-CR-7393-01A-11R-2016-07
head-neck@1
0.856
7TCGA-85-6175-01A-11R-1820-07
lung-landscapes@6
cohortSQ10.852
8TCGA-75-7030-01A-11R-1949-07
lung-landscapes@6
cohortA10.851
9TCGA-E2-A1IO-01A-11R-A144-07
breast-umap@18
A0.835
10SRR6013585
lung-landscapes@6
cohortA10.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.470Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.430Inavolisib— uncovered
UV_RESPONSE_DN0.430Inavolisib— uncovered
TGF_BETA_SIGNALING0.420Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.390Inavolisib— uncovered
APICAL_SURFACE0.380Temsirolimus— uncovered
TNFA_SIGNALING_VIA_NFKB0.370Inavolisib— uncovered
APOPTOSIS0.280Idelalisib— uncovered
APICAL_JUNCTION0.250Inavolisib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.230Idelalisib— uncovered
ALLOGRAFT_REJECTION0.220Idelalisib— uncovered
HEDGEHOG_SIGNALING0.160Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.160Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.140Inavolisib— uncovered
IL2_STAT5_SIGNALING0.130Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.130Idelalisib— uncovered
PROTEIN_SECRETION0.130Remibrutinib— uncovered
HYPOXIA0.120Idelalisib— uncovered