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

694B3BE3-104F-4D90-8733-4E99230EFAC6

e95f9ec4-5c59-5e07-81c4-6f6620e7b778

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
23.78449408672799
age_years
19
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

  • MYC_TARGETS_V1+0.459
  • NOTCH_SIGNALING+0.456
  • MYC_TARGETS_V2+0.428
  • WNT_BETA_CATENIN_SIGNALING+0.414
  • TGF_BETA_SIGNALING+0.369
  • G2M_CHECKPOINT+0.329
  • MITOTIC_SPINDLE+0.301
  • DNA_REPAIR+0.291
  • UNFOLDED_PROTEIN_RESPONSE+0.290
  • E2F_TARGETS+0.233

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.436
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.354
  • MYOGENESIS-0.298
  • BILE_ACID_METABOLISM-0.281
  • PANCREAS_BETA_CELLS-0.270
  • ESTROGEN_RESPONSE_LATE-0.264
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.258
  • COAGULATION-0.234
  • TNFA_SIGNALING_VIA_NFKB-0.231
  • UV_RESPONSE_UP-0.204

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
1SRR934853
brain-umap@2
0.910
27FB45FBA-A0DE-4A56-8D24-C6ED09998EC3
brain-umap@2
0.889
3SRR934847
brain-umap@2
0.887
4F99D2B23-A7C3-4115-AA68-17AE6914AC2A
brain-umap@2
0.887
5SRR934880
brain-umap@2
0.886
61AF24109-5FE4-4868-ADB9-5DFDB57BCA0F
brain-umap@2
0.882
74FC69960-8EF2-49FE-A718-7004E99E00A8
brain-umap@2
0.878
80D1652B9-93F6-4D1A-BF06-B654663C92E3
brain-umap@2
0.872
9A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.871
10DD028798-C4CB-43A8-81D7-711E015E23B5
brain-umap@2
0.870

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
MYC_TARGETS_V10.459Inavolisib— uncovered
NOTCH_SIGNALING0.456Inavolisib— uncovered
MYC_TARGETS_V20.428Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.414Inavolisib— uncovered
TGF_BETA_SIGNALING0.369Inavolisib— uncovered
G2M_CHECKPOINT0.329Inavolisib— uncovered
MITOTIC_SPINDLE0.301Inavolisib— uncovered
DNA_REPAIR0.291Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.290Idelalisib— uncovered
E2F_TARGETS0.233Inavolisib— uncovered
HEDGEHOG_SIGNALING0.231Inavolisib— uncovered
ADIPOGENESIS0.069Inavolisib— uncovered
MTORC1_SIGNALING0.063Inavolisib— uncovered
ALLOGRAFT_REJECTION0.047Idelalisib— uncovered
PROTEIN_SECRETION0.046Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.034Remibrutinib— uncovered