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

1A796849-8FD9-4B27-9CD9-A17B04CBE264

3573bc38-58f1-51bc-ae3b-8c50035b5940

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
46.02496714848883
age_years
30
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+0.529
  • TGF_BETA_SIGNALING+0.472
  • MYC_TARGETS_V1+0.447
  • MYC_TARGETS_V2+0.383
  • OXIDATIVE_PHOSPHORYLATION+0.364
  • DNA_REPAIR+0.354
  • MTORC1_SIGNALING+0.350
  • UNFOLDED_PROTEIN_RESPONSE+0.349
  • PROTEIN_SECRETION+0.342
  • ADIPOGENESIS+0.334

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.171
  • ANGIOGENESIS-0.161
  • SPERMATOGENESIS-0.123
  • MYOGENESIS-0.115
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.063
  • COAGULATION-0.056
  • APICAL_JUNCTION-0.033
  • IL6_JAK_STAT3_SIGNALING-0.012
  • IL2_STAT5_SIGNALING+0.015
  • PANCREAS_BETA_CELLS+0.016

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
18EFB3C39-094A-4F91-8B8D-EE8A32AC7E1F
brain-umap@2
0.918
27E9D6B6D-3276-4240-B5C5-F3F982076358
brain-umap@2
0.905
367B5E93E-6F06-4247-86DD-A914279EFFC5
brain-umap@2
0.900
4BE6A3670-34C4-4FD3-9794-C5B3254D9224
brain-umap@2
0.892
5EA485E4A-5956-430C-8584-E14D865E3758
brain-umap@2
0.884
62566FDAC-EF10-4996-8890-FA0BEC771676
brain-umap@2
0.873
75889DC37-2B83-4FA7-926E-EA69556FB769
brain-umap@2
0.872
8C969CDC5-D2DC-4F7B-B84B-C53CEF26B2CF
brain-umap@2
0.872
9SRR934819
brain-umap@2
0.871
1033060001-05C9-4751-AA58-F194207ACC08
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 42 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
NOTCH_SIGNALING0.529Inavolisib— uncovered
TGF_BETA_SIGNALING0.472Inavolisib— uncovered
MYC_TARGETS_V10.447Inavolisib— uncovered
MYC_TARGETS_V20.383Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.364Remibrutinib— uncovered
DNA_REPAIR0.354Idelalisib— uncovered
MTORC1_SIGNALING0.350Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.349Idelalisib— uncovered
PROTEIN_SECRETION0.342Remibrutinib— uncovered
ADIPOGENESIS0.334Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.325Inavolisib— uncovered
E2F_TARGETS0.282Inavolisib— uncovered
UV_RESPONSE_UP0.280Idelalisib— uncovered
G2M_CHECKPOINT0.272Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.236Remibrutinib— uncovered
UV_RESPONSE_DN0.229Inavolisib— uncovered
APOPTOSIS0.220Idelalisib— uncovered
PEROXISOME0.217Idelalisib— uncovered
MITOTIC_SPINDLE0.209Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.197Inavolisib— uncovered