Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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9EE765BF-748F-41B9-926F-FFD0E8C079E3

ecbb1fda-7a5c-51a9-a60e-3cc537b7b1d6

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
20.66360052562418
age_years
29
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

  • TGF_BETA_SIGNALING+0.502
  • G2M_CHECKPOINT+0.463
  • NOTCH_SIGNALING+0.453
  • MITOTIC_SPINDLE+0.428
  • E2F_TARGETS+0.400
  • PROTEIN_SECRETION+0.338
  • MYC_TARGETS_V2+0.316
  • WNT_BETA_CATENIN_SIGNALING+0.314
  • UV_RESPONSE_DN+0.306
  • ALLOGRAFT_REJECTION+0.298

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.392
  • PANCREAS_BETA_CELLS-0.341
  • SPERMATOGENESIS-0.287
  • MYOGENESIS-0.227
  • ANGIOGENESIS-0.197
  • OXIDATIVE_PHOSPHORYLATION-0.157
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.142
  • HYPOXIA-0.141
  • APICAL_SURFACE-0.131
  • COAGULATION-0.071

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
17604968C-689A-458D-96BA-33B163B238F8
brain-umap@2
0.948
20F8BE394-BA6A-401C-87D0-9B3CF50FB0C8
brain-umap@2
0.928
3B4030747-7C26-4B9B-A5CB-E1F56D9B1281
brain-umap@2
0.923
4EFB459E3-9B6A-4020-8556-6409065823B7
brain-umap@2
0.916
5745233F1-DF41-4DDA-9146-1666DD59355E
brain-umap@2
0.905
6BFA78EE1-F867-4DBD-BE12-2C647C2F53E6
brain-umap@2
0.897
7B2D8ED43-A698-4165-9A96-0ADEEFDA29ED
brain-umap@2
0.893
815838786-D895-4F63-88A9-BDE627AE7958
brain-umap@2
0.892
988EFD03C-1AD1-4E15-9C1E-1F60EA806D72
brain-umap@2
0.888
1053BA607F-7939-40D9-BEFA-DC4ABDC7630B
brain-umap@2
0.888