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

D35E148D-0537-4186-8B19-17915782AF18

43dfd84a-f682-51bc-b252-f7d85be4d2f9

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
33.70565045992115
age_years
32
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

  • E2F_TARGETS+0.392
  • MYC_TARGETS_V1+0.385
  • G2M_CHECKPOINT+0.377
  • NOTCH_SIGNALING+0.374
  • MYC_TARGETS_V2+0.341
  • MITOTIC_SPINDLE+0.338
  • UNFOLDED_PROTEIN_RESPONSE+0.321
  • DNA_REPAIR+0.317
  • WNT_BETA_CATENIN_SIGNALING+0.314
  • TGF_BETA_SIGNALING+0.285

Top 10 suppressed

  • COAGULATION-0.366
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.352
  • ANGIOGENESIS-0.341
  • KRAS_SIGNALING_DN-0.324
  • ALLOGRAFT_REJECTION-0.315
  • COMPLEMENT-0.306
  • MYOGENESIS-0.303
  • INFLAMMATORY_RESPONSE-0.281
  • TNFA_SIGNALING_VIA_NFKB-0.275
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.239

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
110FB7E59-9D71-4AB9-8D06-9CFD2304D1BC
brain-umap@2
0.952
2713B4DA5-FA8A-4E52-BACF-19B912467FBB
brain-umap@2
0.949
32C70D7BF-85C4-447B-B0F9-A129D6B49E77
brain-umap@2
0.945
4B8B72B5C-536A-40E3-9E7F-95E7629874D3
brain-umap@2
0.941
5SRR934777
brain-umap@2
0.941
6DB57CFA5-B8EA-4A08-B6CC-EF55C0E213D4
brain-umap@2
0.937
7A770E81F-8898-4632-A839-7950EED7CF7A
brain-umap@2
0.934
846BEFC7F-2F51-4331-BA86-9823EC5781B3
brain-umap@2
0.934
9CA9E9B92-5D16-4455-ACC8-ACBFDFB754C5
brain-umap@2
0.933
102DA298A9-AB20-4F9D-B83F-C7FC0679F889
brain-umap@2
0.930

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.392Inavolisib— uncovered
MYC_TARGETS_V10.385Inavolisib— uncovered
G2M_CHECKPOINT0.377Inavolisib— uncovered
NOTCH_SIGNALING0.374Inavolisib— uncovered
MYC_TARGETS_V20.341Idelalisib— uncovered
MITOTIC_SPINDLE0.338Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.321Idelalisib— uncovered
DNA_REPAIR0.317Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.314Inavolisib— uncovered
TGF_BETA_SIGNALING0.285Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.257Remibrutinib— uncovered
PROTEIN_SECRETION0.229Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.191Remibrutinib— uncovered
MTORC1_SIGNALING0.123Inavolisib— uncovered
ADIPOGENESIS0.120Inavolisib— uncovered
ANDROGEN_RESPONSE0.056Inavolisib— uncovered
HEME_METABOLISM0.042Temsirolimus— uncovered
PEROXISOME0.020Idelalisib— uncovered
FATTY_ACID_METABOLISM0.005Inavolisib— uncovered