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

A130FABA-F55F-412D-940E-7305057B4D1A

dd7a399f-1914-5519-a923-8b92db544874

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
30.420499342969777
age_years
44
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • HEDGEHOG_SIGNALING+0.403
  • WNT_BETA_CATENIN_SIGNALING+0.379
  • NOTCH_SIGNALING+0.373
  • MITOTIC_SPINDLE+0.332
  • DNA_REPAIR+0.291
  • G2M_CHECKPOINT+0.279
  • MYC_TARGETS_V2+0.278
  • TGF_BETA_SIGNALING+0.271
  • E2F_TARGETS+0.220
  • UNFOLDED_PROTEIN_RESPONSE+0.115

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.383
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.363
  • KRAS_SIGNALING_DN-0.351
  • OXIDATIVE_PHOSPHORYLATION-0.337
  • COAGULATION-0.317
  • MYOGENESIS-0.299
  • ESTROGEN_RESPONSE_LATE-0.294
  • ANGIOGENESIS-0.293
  • ALLOGRAFT_REJECTION-0.284
  • COMPLEMENT-0.272

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
14FC69960-8EF2-49FE-A718-7004E99E00A8
brain-umap@2
0.918
29CC5EB30-A8C2-4FDF-8074-467AA98ED1CA
brain-umap@2
0.897
3SRR934951
brain-umap@2
0.896
4SRR934847
brain-umap@2
0.892
54A2E75AE-A92F-4497-9253-64AC42CFA745
brain-umap@2
0.889
67C225672-8372-4202-A749-3D8E9A0747CC
brain-umap@2
0.887
74549956C-8D25-4B37-894C-E82D5C7684F0
brain-umap@2
0.881
80730F3DB-384B-43E6-A69F-BF3F7C2CCE78
brain-umap@2
0.876
9SRR934853
brain-umap@2
0.872
10SRR934805
brain-umap@2
0.869

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HEDGEHOG_SIGNALING0.403Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.379Inavolisib— uncovered
NOTCH_SIGNALING0.373Inavolisib— uncovered
MITOTIC_SPINDLE0.332Inavolisib— uncovered
DNA_REPAIR0.291Idelalisib— uncovered
G2M_CHECKPOINT0.279Inavolisib— uncovered
MYC_TARGETS_V20.278Idelalisib— uncovered
TGF_BETA_SIGNALING0.271Inavolisib— uncovered
E2F_TARGETS0.220Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.115Idelalisib— uncovered
MYC_TARGETS_V10.102Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.078Inavolisib— uncovered
PROTEIN_SECRETION0.075Remibrutinib— uncovered
HEME_METABOLISM0.033Temsirolimus— uncovered
UV_RESPONSE_DN0.028Inavolisib— uncovered
P53_PATHWAY0.014Idelalisib— uncovered