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

55E3F1FB-D55D-42F8-A9E1-7828F7BFF595

8b4bdf08-4145-59b7-9754-3f857e81e7f6

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
14.520367936925098
age_years
66
sex
Female

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+0.669
  • MYC_TARGETS_V1+0.643
  • G2M_CHECKPOINT+0.641
  • MYC_TARGETS_V2+0.622
  • UNFOLDED_PROTEIN_RESPONSE+0.561
  • MTORC1_SIGNALING+0.550
  • DNA_REPAIR+0.525
  • INTERFERON_ALPHA_RESPONSE+0.491
  • ANGIOGENESIS+0.467
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.459

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.445
  • PANCREAS_BETA_CELLS-0.242
  • MYOGENESIS-0.234
  • SPERMATOGENESIS-0.191
  • BILE_ACID_METABOLISM-0.122
  • ESTROGEN_RESPONSE_EARLY-0.074
  • ESTROGEN_RESPONSE_LATE-0.072
  • XENOBIOTIC_METABOLISM-0.002
  • HEME_METABOLISM+0.016
  • APICAL_SURFACE+0.048

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
1EB8F7B74-694A-4F9F-9C0B-F04006033CA4
brain-umap@2
0.971
21B940F72-3C90-43C4-9267-185F21D10AC9
brain-umap@2
0.971
394640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.970
4769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.966
5E317AD4C-E877-499A-B108-2F39A40D1682
brain-umap@2
0.962
6A21476BD-0550-4D87-80EA-6E1454E0896D
brain-umap@2
0.961
752F6F0A9-8D2D-49BC-9B49-E20E5E53561C
brain-umap@2
0.961
8SRR934861
brain-umap@2
0.960
9DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.960
10C5C8713B-05C1-4C5C-8685-2A546B99BA50
brain-umap@2
0.960

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.669Inavolisib— uncovered
MYC_TARGETS_V10.643Inavolisib— uncovered
G2M_CHECKPOINT0.641Inavolisib— uncovered
MYC_TARGETS_V20.622Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.561Idelalisib— uncovered
MTORC1_SIGNALING0.550Inavolisib— uncovered
DNA_REPAIR0.525Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.491Inavolisib— uncovered
ANGIOGENESIS0.467Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.459Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.450Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.432Remibrutinib— uncovered
TGF_BETA_SIGNALING0.415Inavolisib— uncovered
PROTEIN_SECRETION0.405Remibrutinib— uncovered
GLYCOLYSIS0.400Inavolisib— uncovered
MITOTIC_SPINDLE0.389Inavolisib— uncovered
HYPOXIA0.374Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.368Inavolisib— uncovered
APOPTOSIS0.356Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.350Inavolisib— uncovered