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

TCGA-AO-A03T-01A-21R-A034-07

· B

0b484441-66a5-5fa2-b6d1-b65403358a79

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
B
subtype
B
overall_survival_months
71
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

  • PANCREAS_BETA_CELLS+0.420
  • KRAS_SIGNALING_DN+0.350
  • ESTROGEN_RESPONSE_LATE+0.330
  • INTERFERON_ALPHA_RESPONSE+0.280
  • BILE_ACID_METABOLISM+0.270
  • PEROXISOME+0.210
  • ESTROGEN_RESPONSE_EARLY+0.200
  • MYOGENESIS+0.190
  • OXIDATIVE_PHOSPHORYLATION+0.190
  • INTERFERON_GAMMA_RESPONSE+0.180

Top 10 suppressed

  • MITOTIC_SPINDLE-0.450
  • TGF_BETA_SIGNALING-0.410
  • UV_RESPONSE_DN-0.380
  • WNT_BETA_CATENIN_SIGNALING-0.330
  • PROTEIN_SECRETION-0.300
  • INFLAMMATORY_RESPONSE-0.260
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.250
  • NOTCH_SIGNALING-0.250
  • ANDROGEN_RESPONSE-0.230
  • G2M_CHECKPOINT-0.220

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-LL-A6FQ-01A-11R-A31O-07
breast-umap@18
B0.810
2TCGA-E2-A572-01A-13R-A31O-07
breast-umap@18
B0.803
3TCGA-UL-AAZ6-01A-11R-A41B-07
breast-umap@18
B0.763
4TCGA-LL-A9Q3-01A-11R-A41B-07
breast-umap@18
B0.743
5edef6762-dd96-4284-81e6-2e128af287fa
melanoma-umap@29
0.740
6TCGA-LL-A5YM-01A-11R-A28M-07
breast-umap@18
B0.734
7TCGA-AQ-A54O-01A-11R-A266-07
breast-umap@18
B0.733
8MDT-AP-2389
medullo-epn-umap@date-based
MedMedulloblastoma0.731
9TCGA-75-7031-01A-11R-1949-07
lung-landscapes@6
cohortA30.726
1084f39507-9883-4bab-98f9-8bd72d2aee7b
melanoma-umap@29
0.718

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
PANCREAS_BETA_CELLS0.420Cobimetinib— uncovered
KRAS_SIGNALING_DN0.350Remibrutinib— uncovered
ESTROGEN_RESPONSE_LATE0.330Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.280Inavolisib— uncovered
BILE_ACID_METABOLISM0.270Inavolisib— uncovered
PEROXISOME0.210Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
MYOGENESIS0.190Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.190Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.180Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.150Inavolisib— uncovered
COAGULATION0.130Binimetinib— uncovered
UV_RESPONSE_UP0.130Idelalisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.080Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.080Inavolisib— uncovered
SPERMATOGENESIS0.080Inavolisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.070Inavolisib— uncovered
DNA_REPAIR0.060Idelalisib— uncovered