Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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3e89f105-b1ce-5bf3-b3bc-e50e17ce66d6

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
age_years
74

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • SPERMATOGENESIS+0.160
  • UV_RESPONSE_DN+0.130
  • MITOTIC_SPINDLE+0.100
  • PROTEIN_SECRETION+0.070
  • ANDROGEN_RESPONSE+0.040
  • BILE_ACID_METABOLISM-0.010
  • TGF_BETA_SIGNALING-0.030
  • KRAS_SIGNALING_DN-0.050
  • HEDGEHOG_SIGNALING-0.100
  • PI3K_AKT_MTOR_SIGNALING-0.140

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.530
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.510
  • DNA_REPAIR-0.490
  • CHOLESTEROL_HOMEOSTASIS-0.430
  • MYC_TARGETS_V1-0.430
  • UV_RESPONSE_UP-0.430
  • MYC_TARGETS_V2-0.420
  • ALLOGRAFT_REJECTION-0.390
  • FATTY_ACID_METABOLISM-0.380
  • INTERFERON_ALPHA_RESPONSE-0.380

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
162454053-936d-4f19-8522-6219c47bdd1c
colon-landscapes@1
0.977
2b8135e73-31c3-49af-b4da-a7ed5f28d68a
colon-landscapes@1
0.962
3e356598b-7611-492a-98ed-ef2ec1b77b7a
colon-landscapes@1
0.958
4TCGA-A7-A0DB-01C-02R-A277-07
breast-umap@18
D0.957
5SRR627429
brain-umap@2
GTEX0.948
669550f7f-5251-4657-863b-bd35d69c82c4
colon-landscapes@1
0.943
7d1447a31-64bb-4e70-ae50-eeff7a605f38
colon-landscapes@1
0.935
8TCGA-A7-A13G-01B-04R-A22O-07
breast-umap@18
D0.930
9SRR627451
brain-umap@2
GTEX0.927
10SRR627462
brain-umap@2
GTEX0.919

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
SPERMATOGENESIS0.160Inavolisib— uncovered
UV_RESPONSE_DN0.130Inavolisib— uncovered
MITOTIC_SPINDLE0.100Inavolisib— uncovered
PROTEIN_SECRETION0.070Remibrutinib— uncovered
ANDROGEN_RESPONSE0.040Inavolisib— uncovered