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

C6A60028-2402-4048-90DF-F2B3712FB530

88ea7201-c415-5163-9d7b-54df411c3f0d

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
24.375821287779235
age_years
46
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

  • INTERFERON_ALPHA_RESPONSE+0.655
  • INTERFERON_GAMMA_RESPONSE+0.594
  • ANGIOGENESIS+0.525
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.524
  • ALLOGRAFT_REJECTION+0.514
  • IL6_JAK_STAT3_SIGNALING+0.506
  • G2M_CHECKPOINT+0.479
  • IL2_STAT5_SIGNALING+0.464
  • APOPTOSIS+0.460
  • TGF_BETA_SIGNALING+0.456

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.374
  • SPERMATOGENESIS-0.321
  • PANCREAS_BETA_CELLS-0.074
  • OXIDATIVE_PHOSPHORYLATION+0.035
  • HEDGEHOG_SIGNALING+0.075
  • MYOGENESIS+0.090
  • BILE_ACID_METABOLISM+0.094
  • HEME_METABOLISM+0.101
  • ESTROGEN_RESPONSE_EARLY+0.173
  • UV_RESPONSE_UP+0.175

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
1DB34442C-1882-495A-A2F0-2427116A1FAF
brain-umap@2
0.981
2C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.973
3SRR934750
brain-umap@2
0.969
4E9FC1686-028B-476C-B51B-4956213D874B
brain-umap@2
0.966
52DAB6792-F9AF-4565-BDD5-C9802F3132F4
brain-umap@2
0.962
659B8FDC4-299D-45B9-9AC1-526B7ED652CE
brain-umap@2
0.961
7SRR934782
brain-umap@2
0.961
8DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.960
944B1F003-553A-4C8A-A6AE-44C49262081C
brain-umap@2
0.959
10113D7756-712E-4EB4-9993-BBAF3C41AFEF
brain-umap@2
0.958

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.655Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.594Idelalisib— uncovered
ANGIOGENESIS0.525Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.524Inavolisib— uncovered
ALLOGRAFT_REJECTION0.514Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.506Inavolisib— uncovered
G2M_CHECKPOINT0.479Inavolisib— uncovered
IL2_STAT5_SIGNALING0.464Idelalisib— uncovered
APOPTOSIS0.460Idelalisib— uncovered
TGF_BETA_SIGNALING0.456Inavolisib— uncovered
COMPLEMENT0.433Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.422Inavolisib— uncovered
HYPOXIA0.420Idelalisib— uncovered
E2F_TARGETS0.397Inavolisib— uncovered
DNA_REPAIR0.393Idelalisib— uncovered
MTORC1_SIGNALING0.393Inavolisib— uncovered
NOTCH_SIGNALING0.380Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.373Idelalisib— uncovered
COAGULATION0.357Binimetinib— uncovered
GLYCOLYSIS0.357Inavolisib— uncovered