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

TCGA-ZF-A9R9-01A-11R-A38B-07

ba68e4ea-6918-55e5-9d3f-e69d358fbb27

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
overall_survival_months
28.38370565
os_event
true
sex
Male

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.540
  • ANGIOGENESIS+0.480
  • COAGULATION+0.410
  • MYOGENESIS+0.400
  • HEDGEHOG_SIGNALING+0.390
  • KRAS_SIGNALING_DN+0.360
  • BILE_ACID_METABOLISM+0.340
  • PANCREAS_BETA_CELLS+0.340
  • KRAS_SIGNALING_UP+0.240
  • XENOBIOTIC_METABOLISM+0.170

Top 10 suppressed

  • MYC_TARGETS_V1-0.700
  • E2F_TARGETS-0.630
  • G2M_CHECKPOINT-0.620
  • MYC_TARGETS_V2-0.600
  • OXIDATIVE_PHOSPHORYLATION-0.570
  • PROTEIN_SECRETION-0.570
  • UNFOLDED_PROTEIN_RESPONSE-0.550
  • MITOTIC_SPINDLE-0.510
  • MTORC1_SIGNALING-0.510
  • PI3K_AKT_MTOR_SIGNALING-0.480

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1TCGA-UY-A8OD-01A-11R-A36F-07
bladder-landscape@3
0.948
2TCGA-49-4512-01A-21R-1858-07
lung-landscapes@6
cohortA10.943
3SRR12202400
bladder-landscape@3
0.934
4MNG204
mng-umap@100
0.930
5SRR1330061
brain-umap@2
GTEX0.924
6MNG768
mng-umap@100
0.923
7SRR1434138
brain-umap@2
GTEX0.918
8SRR1317853
brain-umap@2
GTEX0.918
9SRR1378155
brain-umap@2
GTEX0.917
10SRR1472079
brain-umap@2
GTEX0.916

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.540Inavolisib— uncovered
ANGIOGENESIS0.480Remibrutinib— uncovered
COAGULATION0.410Binimetinib— uncovered
MYOGENESIS0.400Inavolisib— uncovered
HEDGEHOG_SIGNALING0.390Inavolisib— uncovered
KRAS_SIGNALING_DN0.360Remibrutinib— uncovered
BILE_ACID_METABOLISM0.340Inavolisib— uncovered
PANCREAS_BETA_CELLS0.340Cobimetinib— uncovered
KRAS_SIGNALING_UP0.240Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered
APICAL_JUNCTION0.150Inavolisib— uncovered
SPERMATOGENESIS0.140Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
UV_RESPONSE_DN0.110Inavolisib— uncovered
ALLOGRAFT_REJECTION0.080Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.060Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.040Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.040Inavolisib— uncovered
APOPTOSIS0.020Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.020Inavolisib— uncovered