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

C5C8713B-05C1-4C5C-8685-2A546B99BA50

cb1015f7-4b03-5703-9c5d-0e40fdabfc22

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
27.33245729303548
age_years
65
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+0.577
  • G2M_CHECKPOINT+0.569
  • INTERFERON_ALPHA_RESPONSE+0.536
  • INTERFERON_GAMMA_RESPONSE+0.495
  • MTORC1_SIGNALING+0.481
  • MYC_TARGETS_V1+0.473
  • DNA_REPAIR+0.467
  • UNFOLDED_PROTEIN_RESPONSE+0.446
  • GLYCOLYSIS+0.422
  • OXIDATIVE_PHOSPHORYLATION+0.416

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.339
  • PANCREAS_BETA_CELLS-0.334
  • SPERMATOGENESIS-0.278
  • MYOGENESIS-0.205
  • APICAL_SURFACE-0.116
  • ESTROGEN_RESPONSE_EARLY+0.022
  • XENOBIOTIC_METABOLISM+0.059
  • KRAS_SIGNALING_UP+0.062
  • HEDGEHOG_SIGNALING+0.073
  • HEME_METABOLISM+0.078

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
1769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.970
246061E4B-5256-42AD-BA9A-FBCEBE92B09A
brain-umap@2
0.969
3DE370889-1057-4355-AFD8-CCFCDC6CD00F
brain-umap@2
0.967
4228C2042-804C-47FA-B565-1993E1015D40
brain-umap@2
0.964
594640BD8-E1D9-482D-A597-4790F6EEA6B7
brain-umap@2
0.964
6DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.961
7DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.960
855E3F1FB-D55D-42F8-A9E1-7828F7BFF595
brain-umap@2
0.960
90E66EFB0-712B-4A52-8F75-A37F030CABEF
brain-umap@2
0.959
108730AABF-0720-4754-82B0-722150A485B8
brain-umap@2
0.959

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.577Inavolisib— uncovered
G2M_CHECKPOINT0.569Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.536Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.495Idelalisib— uncovered
MTORC1_SIGNALING0.481Inavolisib— uncovered
MYC_TARGETS_V10.473Inavolisib— uncovered
DNA_REPAIR0.467Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.446Idelalisib— uncovered
GLYCOLYSIS0.422Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.416Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.414Inavolisib— uncovered
HYPOXIA0.413Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.397Remibrutinib— uncovered
ADIPOGENESIS0.389Inavolisib— uncovered
PROTEIN_SECRETION0.380Remibrutinib— uncovered
ANDROGEN_RESPONSE0.377Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.370Inavolisib— uncovered
ANGIOGENESIS0.359Remibrutinib— uncovered
MYC_TARGETS_V20.359Idelalisib— uncovered
APOPTOSIS0.345Idelalisib— uncovered