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

526e2e75-cc0e-4c03-916c-908fbc271854

74462d45-3fa1-5451-90cf-f98c98fdbcc4

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
84

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • INTERFERON_ALPHA_RESPONSE+0.700
  • INTERFERON_GAMMA_RESPONSE+0.630
  • ALLOGRAFT_REJECTION+0.500
  • OXIDATIVE_PHOSPHORYLATION+0.480
  • IL6_JAK_STAT3_SIGNALING+0.460
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.390
  • FATTY_ACID_METABOLISM+0.370
  • INFLAMMATORY_RESPONSE+0.370
  • COMPLEMENT+0.310
  • IL2_STAT5_SIGNALING+0.300

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.340
  • UV_RESPONSE_DN-0.270
  • WNT_BETA_CATENIN_SIGNALING-0.260
  • MYC_TARGETS_V2-0.250
  • SPERMATOGENESIS-0.220
  • PROTEIN_SECRETION-0.180
  • TGF_BETA_SIGNALING-0.160
  • G2M_CHECKPOINT-0.140
  • MITOTIC_SPINDLE-0.140
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.130

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
1SRR9879272
lung-landscapes@6
cohortSQ10.852
2BS_R634WKN7
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.841
334b0602a-c93d-4734-b860-a2cb66091e2e
colon-landscapes@1
0.836
4SRR1369148
brain-umap@2
GTEX0.835
5DRR168511
bladder-landscape@3
0.833
6BS_CS66RYDA
brain-umap@2
Schwannoma0.832
7TCGA-49-4494-01A-01R-1206-07
lung-landscapes@6
cohortA10.831
8TCGA-05-4418-01A-01R-1206-07
lung-landscapes@6
cohortA40.831
9BS_3TQSE8HF
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.826
10BS_JG9JZTA9
brain-umap@2
low-grade glioma0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.700Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.630Idelalisib— uncovered
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.480Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.460Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.390Inavolisib— uncovered
FATTY_ACID_METABOLISM0.370Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.370Idelalisib— uncovered
COMPLEMENT0.310Inavolisib— uncovered
IL2_STAT5_SIGNALING0.300Idelalisib— uncovered
ADIPOGENESIS0.290Inavolisib— uncovered
GLYCOLYSIS0.270Inavolisib— uncovered
P53_PATHWAY0.250Idelalisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.210Inavolisib— uncovered
DNA_REPAIR0.170Idelalisib— uncovered
ESTROGEN_RESPONSE_LATE0.170Idelalisib— uncovered
HYPOXIA0.170Idelalisib— uncovered
UV_RESPONSE_UP0.170Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.170Inavolisib— uncovered