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

DAE9D154-5E0C-4961-9110-9E5653AAA787

58fe1fcc-b9bc-58c2-903f-781fe603752d

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
14.848883048620236
age_years
59
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_V2+0.654
  • MYC_TARGETS_V1+0.645
  • E2F_TARGETS+0.588
  • G2M_CHECKPOINT+0.569
  • OXIDATIVE_PHOSPHORYLATION+0.539
  • DNA_REPAIR+0.532
  • UNFOLDED_PROTEIN_RESPONSE+0.500
  • MTORC1_SIGNALING+0.462
  • PROTEIN_SECRETION+0.363
  • NOTCH_SIGNALING+0.333

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.464
  • APICAL_SURFACE-0.291
  • BILE_ACID_METABOLISM-0.278
  • PANCREAS_BETA_CELLS-0.182
  • SPERMATOGENESIS-0.179
  • ESTROGEN_RESPONSE_LATE-0.156
  • MYOGENESIS-0.145
  • APICAL_JUNCTION-0.122
  • UV_RESPONSE_DN-0.103
  • ESTROGEN_RESPONSE_EARLY-0.088

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
1C8E7072F-6FBB-4BF8-8917-0C0CBDAF7605
brain-umap@2
0.960
223F34B20-F029-44F5-B3B5-06A74FC0FC9D
brain-umap@2
0.955
3A4821960-9921-4B07-98CE-C4FDCA15146D
brain-umap@2
0.952
4ECCC2F18-409F-41BA-B49F-95B23893B80B
brain-umap@2
0.942
5726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.931
68F828A42-3E60-40C1-9E7D-428ABEA6C72F
brain-umap@2
0.931
758A2E073-D3DE-44B2-9065-3DE14B53B3A2
brain-umap@2
0.930
8AA605CB6-ABD9-4802-8784-75A18A74C87B
brain-umap@2
0.927
9SRR934817
brain-umap@2
0.922
104FE5EDE2-7790-4A75-9BB6-93260A8154A0
brain-umap@2
0.918

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.654Idelalisib— uncovered
MYC_TARGETS_V10.645Inavolisib— uncovered
E2F_TARGETS0.588Inavolisib— uncovered
G2M_CHECKPOINT0.569Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.539Remibrutinib— uncovered
DNA_REPAIR0.532Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.500Idelalisib— uncovered
MTORC1_SIGNALING0.462Inavolisib— uncovered
PROTEIN_SECRETION0.363Remibrutinib— uncovered
NOTCH_SIGNALING0.333Inavolisib— uncovered
GLYCOLYSIS0.331Inavolisib— uncovered
ANGIOGENESIS0.319Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.316Inavolisib— uncovered
APOPTOSIS0.299Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.282Inavolisib— uncovered
ADIPOGENESIS0.279Inavolisib— uncovered
TGF_BETA_SIGNALING0.279Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.271Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.248Inavolisib— uncovered
ANDROGEN_RESPONSE0.227Inavolisib— uncovered