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

0915FD2C-0C30-4437-83BA-DFBDF3CDBC61

81cd3b6b-3603-5943-8b56-6139fca4abf3

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
17.871222076215506
age_years
47
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

  • NOTCH_SIGNALING+0.554
  • WNT_BETA_CATENIN_SIGNALING+0.498
  • MYC_TARGETS_V2+0.450
  • DNA_REPAIR+0.408
  • MYC_TARGETS_V1+0.380
  • TGF_BETA_SIGNALING+0.347
  • MITOTIC_SPINDLE+0.273
  • UNFOLDED_PROTEIN_RESPONSE+0.273
  • G2M_CHECKPOINT+0.259
  • ADIPOGENESIS+0.252

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.369
  • SPERMATOGENESIS-0.321
  • PANCREAS_BETA_CELLS-0.299
  • INFLAMMATORY_RESPONSE-0.176
  • TNFA_SIGNALING_VIA_NFKB-0.141
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.131
  • KRAS_SIGNALING_UP-0.126
  • MYOGENESIS-0.089
  • HYPOXIA-0.081
  • UV_RESPONSE_DN-0.065

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
17ACD648E-76FD-4C83-86AA-51F581A0B09C
brain-umap@2
0.882
217C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.879
3635170D3-D669-4165-B69C-9C9A246BFF11
brain-umap@2
0.865
4E81FA8B7-3FFE-4F73-94AF-0B5257D7F81A
brain-umap@2
0.861
553BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.857
651708DA2-649D-4817-BB26-7FD153C65965
brain-umap@2
0.854
7B13E4D9F-672E-4A9A-8745-0AE5308678C1
brain-umap@2
0.851
81F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.847
99FCC850A-554E-4E56-95BA-F7F5CF0D5012
brain-umap@2
0.846
108EB94F84-902E-4547-BF1D-5171931EDEDD
brain-umap@2
0.846

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.554Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.498Inavolisib— uncovered
MYC_TARGETS_V20.450Idelalisib— uncovered
DNA_REPAIR0.408Idelalisib— uncovered
MYC_TARGETS_V10.380Inavolisib— uncovered
TGF_BETA_SIGNALING0.347Inavolisib— uncovered
MITOTIC_SPINDLE0.273Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.273Idelalisib— uncovered
G2M_CHECKPOINT0.259Inavolisib— uncovered
ADIPOGENESIS0.252Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.208Inavolisib— uncovered
E2F_TARGETS0.196Inavolisib— uncovered
PEROXISOME0.188Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.171Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.154Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.147Inavolisib— uncovered
MTORC1_SIGNALING0.133Inavolisib— uncovered
FATTY_ACID_METABOLISM0.132Inavolisib— uncovered
HEDGEHOG_SIGNALING0.130Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.123Inavolisib— uncovered