Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
KIRhub 2.0
Sign in

C9523C23-CF9B-4C33-A256-4106AD46729D

e54c608f-be43-5e4d-bae3-a2b649e8cfb1

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
0.22996057818659657
age_years
32
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

  • PROTEIN_SECRETION+0.421
  • NOTCH_SIGNALING+0.417
  • MITOTIC_SPINDLE+0.407
  • G2M_CHECKPOINT+0.380
  • ADIPOGENESIS+0.366
  • INTERFERON_ALPHA_RESPONSE+0.358
  • FATTY_ACID_METABOLISM+0.332
  • TGF_BETA_SIGNALING+0.324
  • E2F_TARGETS+0.312
  • OXIDATIVE_PHOSPHORYLATION+0.310

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.422
  • ANGIOGENESIS-0.299
  • PANCREAS_BETA_CELLS-0.266
  • SPERMATOGENESIS-0.245
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.115
  • MYOGENESIS-0.110
  • APICAL_SURFACE-0.055
  • HEDGEHOG_SIGNALING-0.025
  • ESTROGEN_RESPONSE_LATE-0.017
  • APICAL_JUNCTION-0.004

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
133060001-05C9-4751-AA58-F194207ACC08
brain-umap@2
0.923
28C34CD93-1AC0-4920-9E72-439EED0CF85D
brain-umap@2
0.919
39ECB653A-A04F-457C-92FC-D13424511A47
brain-umap@2
0.905
495286AA4-B357-41FE-8051-3BD3EBE93885
brain-umap@2
0.897
5C543A527-3E25-4389-9722-E9325C733243
brain-umap@2
0.894
6A061C2FD-B726-422D-9470-43249B49F5BD
brain-umap@2
0.892
757AA1143-0FA1-4197-8CBE-517F6B885753
brain-umap@2
0.888
80A7A28BA-9D46-4D4F-A0A5-B3F9AA8DF29B
brain-umap@2
0.886
9SRR934819
brain-umap@2
0.884
106292335B-7CBB-45BE-AA2A-B39FFDA8768D
brain-umap@2
0.882