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

TCGA-A2-A04T-01A-21R-A034-07

· E

67c4d02d-8309-5ac9-a44d-8ffc06a6781d

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
E
subtype
E
overall_survival_months
75
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

  • E2F_TARGETS+0.620
  • G2M_CHECKPOINT+0.570
  • MYC_TARGETS_V1+0.550
  • MYC_TARGETS_V2+0.500
  • ALLOGRAFT_REJECTION+0.370
  • MITOTIC_SPINDLE+0.290
  • WNT_BETA_CATENIN_SIGNALING+0.270
  • KRAS_SIGNALING_DN+0.230
  • DNA_REPAIR+0.200
  • PANCREAS_BETA_CELLS+0.200

Top 10 suppressed

  • ESTROGEN_RESPONSE_EARLY-0.390
  • ANGIOGENESIS-0.350
  • INTERFERON_ALPHA_RESPONSE-0.340
  • ESTROGEN_RESPONSE_LATE-0.270
  • APICAL_SURFACE-0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.230
  • PROTEIN_SECRETION-0.220
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.220
  • COAGULATION-0.210
  • APOPTOSIS-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
1TCGA-C8-A1HJ-01A-11R-A13Q-07
breast-umap@18
E0.821
2TCGA-56-6546-01A-11R-1820-07
lung-landscapes@6
cohortMD10.807
3TCGA-A8-A07C-01A-11R-A034-07
breast-umap@18
E0.803
4TCGA-AN-A0AT-01A-11R-A034-07
breast-umap@18
E0.801
5C3N-02494
lung-landscapes@6
cohortSQ20.801
6TCGA-AO-A124-01A-11R-A10J-07
breast-umap@18
E0.799
7TCGA-A1-A0SP-01A-11R-A084-07
breast-umap@18
E0.796
8de5a4588-05ec-461f-9235-90611b01f4b6
melanoma-umap@29
0.795
920030039.TNBC
breast-umap@18
E0.793
10TCGA-85-6560-01A-11R-1820-07
lung-landscapes@6
cohortMD10.784

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.620Inavolisib— uncovered
G2M_CHECKPOINT0.570Inavolisib— uncovered
MYC_TARGETS_V10.550Inavolisib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
ALLOGRAFT_REJECTION0.370Idelalisib— uncovered
MITOTIC_SPINDLE0.290Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.270Inavolisib— uncovered
KRAS_SIGNALING_DN0.230Remibrutinib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
UV_RESPONSE_UP0.200Idelalisib— uncovered
MTORC1_SIGNALING0.180Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.180Idelalisib— uncovered
SPERMATOGENESIS0.170Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.150Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.080Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.050Inavolisib— uncovered
APICAL_JUNCTION0.020Inavolisib— uncovered