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

TCGA-A8-A09A-01A-11R-A00Z-07

· B

74ade6d1-8d4c-5d41-9779-90e63d4936b6

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
10
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

  • ANGIOGENESIS+0.450
  • PROTEIN_SECRETION+0.410
  • UV_RESPONSE_DN+0.370
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.360
  • MITOTIC_SPINDLE+0.330
  • ANDROGEN_RESPONSE+0.300
  • TGF_BETA_SIGNALING+0.300
  • APICAL_JUNCTION+0.260
  • WNT_BETA_CATENIN_SIGNALING+0.260
  • ESTROGEN_RESPONSE_EARLY+0.210

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.420
  • MYC_TARGETS_V2-0.390
  • E2F_TARGETS-0.340
  • TNFA_SIGNALING_VIA_NFKB-0.310
  • INTERFERON_GAMMA_RESPONSE-0.280
  • PANCREAS_BETA_CELLS-0.270
  • HYPOXIA-0.250
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.250
  • DNA_REPAIR-0.240
  • MYC_TARGETS_V1-0.240

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-AN-A0XL-01A-11R-A10J-07
breast-umap@18
A0.784
25b6bd2fd-de8e-4d58-9b38-c3b2bf2ed418
melanoma-umap@29
0.778
3TCGA-AR-A24M-01A-11R-A169-07
breast-umap@18
B0.772
4TCGA-91-6829-01A-21R-1858-07
lung-landscapes@6
cohortA10.770
5TCGA-CR-7372-01A-11R-2016-07
head-neck@1
0.769
6TCGA-AR-A24L-01A-11R-A169-07
breast-umap@18
B0.767
7TCGA-D8-A1X8-01A-11R-A14M-07
breast-umap@18
B0.751
8TCGA-AO-A0J5-01A-11R-A034-07
breast-umap@18
A0.749
9TCGA-55-6642-01A-11R-1858-07
lung-landscapes@6
cohortA30.737
10TCGA-BH-A0W4-01A-11R-A109-07
breast-umap@18
A0.734

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.450Remibrutinib— uncovered
PROTEIN_SECRETION0.410Remibrutinib— uncovered
UV_RESPONSE_DN0.370Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.360Inavolisib— uncovered
MITOTIC_SPINDLE0.330Inavolisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
APICAL_JUNCTION0.260Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.260Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.210Inavolisib— uncovered
NOTCH_SIGNALING0.190Inavolisib— uncovered
ADIPOGENESIS0.170Inavolisib— uncovered
BILE_ACID_METABOLISM0.160Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.150Inavolisib— uncovered
KRAS_SIGNALING_UP0.130Inavolisib— uncovered
HEDGEHOG_SIGNALING0.110Inavolisib— uncovered
MYOGENESIS0.110Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
IL2_STAT5_SIGNALING0.090Idelalisib— uncovered