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

80B61352-E9FC-4B3E-BAA8-ECBFD2A6E9B3

f59a0b41-3ea5-5137-8cd8-870bd7363cc0

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
10.38107752956636
age_years
69
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+0.449
  • INTERFERON_GAMMA_RESPONSE+0.420
  • ALLOGRAFT_REJECTION+0.397
  • BILE_ACID_METABOLISM+0.345
  • IL2_STAT5_SIGNALING+0.278
  • APOPTOSIS+0.277
  • INFLAMMATORY_RESPONSE+0.254
  • COMPLEMENT+0.245
  • ADIPOGENESIS+0.227
  • DNA_REPAIR+0.226

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.414
  • PANCREAS_BETA_CELLS-0.335
  • KRAS_SIGNALING_DN-0.297
  • PI3K_AKT_MTOR_SIGNALING-0.122
  • APICAL_JUNCTION-0.118
  • ANGIOGENESIS-0.111
  • MYOGENESIS-0.109
  • UV_RESPONSE_DN-0.104
  • SPERMATOGENESIS-0.089
  • OXIDATIVE_PHOSPHORYLATION-0.041

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1415337
brain-umap@2
GTEX0.850
2433EA1F9-8F58-45FF-A330-50049827D332
brain-umap@2
0.848
31C62E679-3A4E-4D10-8BFB-5BFBF2A3B4B6
brain-umap@2
0.827
43BCD8BE5-753D-43EF-B830-EA4356620A5C
brain-umap@2
0.811
5575F780D-9288-44CC-A0EA-E28EAD80213B
brain-umap@2
0.804
6C1CCE12B-8892-49AB-8DF2-E5E280DEAE32
brain-umap@2
0.796
75C40F9B6-4A54-4861-9DE5-8852BF4B13E7
brain-umap@2
0.790
8MNG1002
mng-umap@100
0.787
9SRR934811
brain-umap@2
0.785
10722B7A0F-BF34-4368-8CFF-944FCBC7DAC4
brain-umap@2
0.785

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.449Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.420Idelalisib— uncovered
ALLOGRAFT_REJECTION0.397Idelalisib— uncovered
BILE_ACID_METABOLISM0.345Inavolisib— uncovered
IL2_STAT5_SIGNALING0.278Idelalisib— uncovered
APOPTOSIS0.277Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.254Idelalisib— uncovered
COMPLEMENT0.245Inavolisib— uncovered
ADIPOGENESIS0.227Inavolisib— uncovered
DNA_REPAIR0.226Idelalisib— uncovered
KRAS_SIGNALING_UP0.196Inavolisib— uncovered
TGF_BETA_SIGNALING0.194Inavolisib— uncovered
NOTCH_SIGNALING0.191Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.191Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.189Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.172Inavolisib— uncovered
P53_PATHWAY0.161Idelalisib— uncovered
PEROXISOME0.155Idelalisib— uncovered
COAGULATION0.149Binimetinib— uncovered
UV_RESPONSE_UP0.148Idelalisib— uncovered