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

TCGA-55-8096-01A-11R-2241-07

· cohortA1

b185e5c6-6f1c-5a6f-b022-00e346c5b5fd

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
cohortA1
subtype
cohortA1
age_years
67

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+0.460
  • ANGIOGENESIS+0.440
  • COAGULATION+0.370
  • MYOGENESIS+0.340
  • KRAS_SIGNALING_UP+0.320
  • PANCREAS_BETA_CELLS+0.290
  • KRAS_SIGNALING_DN+0.190
  • COMPLEMENT+0.180
  • INFLAMMATORY_RESPONSE+0.180
  • HEDGEHOG_SIGNALING+0.170

Top 10 suppressed

  • E2F_TARGETS-0.680
  • MYC_TARGETS_V1-0.630
  • G2M_CHECKPOINT-0.600
  • MYC_TARGETS_V2-0.580
  • OXIDATIVE_PHOSPHORYLATION-0.490
  • UNFOLDED_PROTEIN_RESPONSE-0.450
  • DNA_REPAIR-0.440
  • INTERFERON_ALPHA_RESPONSE-0.410
  • MTORC1_SIGNALING-0.370
  • PI3K_AKT_MTOR_SIGNALING-0.370

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
1SRR15069598
head-neck@1
0.907
2TCGA-BB-8596-01A-11R-2403-07
head-neck@1
0.897
3SRR8518451
breast-umap@18
A0.895
4TCGA-97-8547-01A-11R-2403-07
lung-landscapes@6
cohortA10.889
5DRR168582
bladder-landscape@3
0.889
6TCGA-ZF-A9R9-01A-11R-A38B-07
bladder-landscape@3
0.887
7SRR8942991
bladder-landscape@3
0.884
8TCGA-G2-A2EC-01A-11R-A180-07
bladder-landscape@3
0.884
9TCGA-49-4512-01A-21R-1858-07
lung-landscapes@6
cohortA10.883
10SRR12202400
bladder-landscape@3
0.882

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
EPITHELIAL_MESENCHYMAL_TRANSITION0.460Inavolisib— uncovered
ANGIOGENESIS0.440Remibrutinib— uncovered
COAGULATION0.370Binimetinib— uncovered
MYOGENESIS0.340Inavolisib— uncovered
KRAS_SIGNALING_UP0.320Inavolisib— uncovered
PANCREAS_BETA_CELLS0.290Cobimetinib— uncovered
KRAS_SIGNALING_DN0.190Remibrutinib— uncovered
COMPLEMENT0.180Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.180Idelalisib— uncovered
HEDGEHOG_SIGNALING0.170Inavolisib— uncovered
APICAL_JUNCTION0.120Inavolisib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered
ALLOGRAFT_REJECTION0.070Idelalisib— uncovered
BILE_ACID_METABOLISM0.070Inavolisib— uncovered
UV_RESPONSE_DN0.050Inavolisib— uncovered
HYPOXIA0.040Idelalisib— uncovered
TGF_BETA_SIGNALING0.030Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.010Inavolisib— uncovered