Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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604B16D3-7546-4E8C-8443-F1447CC5DFD5

4d16e008-53dc-5bc9-892d-5d529ae58a75

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
17.181340341655716
age_years
49
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+0.420
  • DNA_REPAIR+0.415
  • MYC_TARGETS_V1+0.407
  • HEDGEHOG_SIGNALING+0.397
  • CHOLESTEROL_HOMEOSTASIS+0.392
  • UNFOLDED_PROTEIN_RESPONSE+0.357
  • NOTCH_SIGNALING+0.337
  • OXIDATIVE_PHOSPHORYLATION+0.332
  • PROTEIN_SECRETION+0.321
  • FATTY_ACID_METABOLISM+0.300

Top 10 suppressed

  • SPERMATOGENESIS-0.305
  • INFLAMMATORY_RESPONSE-0.254
  • COAGULATION-0.243
  • KRAS_SIGNALING_DN-0.238
  • ALLOGRAFT_REJECTION-0.226
  • APICAL_SURFACE-0.218
  • APICAL_JUNCTION-0.198
  • TNFA_SIGNALING_VIA_NFKB-0.197
  • MYOGENESIS-0.181
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.150

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
183BB732E-132F-4677-B70D-5ADE69831226
brain-umap@2
0.931
20093DCB6-A7C8-4841-8383-0671A71DDA71
brain-umap@2
0.915
32482156E-29A8-4B6B-91BD-219EAC9229B5
brain-umap@2
0.914
4194676E1-632C-4B99-A9C8-80E36DD6C85E
brain-umap@2
0.879
553426017-24F2-4348-BEE1-05E80B6A0E6B
brain-umap@2
0.877
63A2D0D6F-66C3-48EE-9EA4-68668FF9B043
brain-umap@2
0.872
7111625A4-390B-4D8C-BF80-020062CE9D89
brain-umap@2
0.865
8656B6084-9C58-469A-BEAF-FFC1D089E658
brain-umap@2
0.863
97E7AAFFD-6EEB-4357-88AD-9EB12BB78602
brain-umap@2
0.859
107465EA24-534F-45A3-8CD3-AD985E574BFF
brain-umap@2
0.857