Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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59B8FDC4-299D-45B9-9AC1-526B7ED652CE

7f8f822b-2b18-5626-b77e-5b8df3c36004

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
26.905387647831798
age_years
57
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_GAMMA_RESPONSE+0.484
  • ANGIOGENESIS+0.471
  • INTERFERON_ALPHA_RESPONSE+0.469
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.467
  • NOTCH_SIGNALING+0.437
  • APOPTOSIS+0.414
  • KRAS_SIGNALING_UP+0.392
  • TNFA_SIGNALING_VIA_NFKB+0.388
  • IL2_STAT5_SIGNALING+0.379
  • IL6_JAK_STAT3_SIGNALING+0.377

Top 10 suppressed

  • SPERMATOGENESIS-0.266
  • KRAS_SIGNALING_DN-0.246
  • PANCREAS_BETA_CELLS-0.181
  • HEME_METABOLISM-0.008
  • MYOGENESIS+0.005
  • XENOBIOTIC_METABOLISM+0.067
  • BILE_ACID_METABOLISM+0.092
  • ESTROGEN_RESPONSE_LATE+0.103
  • HEDGEHOG_SIGNALING+0.107
  • MYC_TARGETS_V1+0.144

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
1DB34442C-1882-495A-A2F0-2427116A1FAF
brain-umap@2
0.969
2C6A60028-2402-4048-90DF-F2B3712FB530
brain-umap@2
0.961
3DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.958
48976C50F-B340-488D-B9C1-12CCAC780397
brain-umap@2
0.957
5SRR934897
brain-umap@2
0.955
6C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.955
72D0A1BA3-EC1D-4B4F-A383-9353C0F4BE85
brain-umap@2
0.952
8A9B59C46-7F32-4DD1-9649-B1788CA5E909
brain-umap@2
0.948
92DAB6792-F9AF-4565-BDD5-C9802F3132F4
brain-umap@2
0.946
1044B1F003-553A-4C8A-A6AE-44C49262081C
brain-umap@2
0.945