Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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F56466DC-3C0F-48BE-8A72-CEDEAEF52F00

7908b7ef-9321-5f95-a19c-eef7feb0c619

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
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

  • E2F_TARGETS+0.591
  • G2M_CHECKPOINT+0.564
  • MYC_TARGETS_V2+0.558
  • MYC_TARGETS_V1+0.534
  • WNT_BETA_CATENIN_SIGNALING+0.484
  • DNA_REPAIR+0.461
  • MITOTIC_SPINDLE+0.417
  • TGF_BETA_SIGNALING+0.389
  • NOTCH_SIGNALING+0.373
  • UNFOLDED_PROTEIN_RESPONSE+0.355

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.436
  • PANCREAS_BETA_CELLS-0.404
  • APICAL_SURFACE-0.326
  • SPERMATOGENESIS-0.313
  • MYOGENESIS-0.307
  • ESTROGEN_RESPONSE_LATE-0.255
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.240
  • INFLAMMATORY_RESPONSE-0.176
  • COAGULATION-0.167
  • HYPOXIA-0.149

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
11F4B7E2E-E242-410A-AE78-8FC412D3C0A9
brain-umap@2
0.947
27FB45FBA-A0DE-4A56-8D24-C6ED09998EC3
brain-umap@2
0.938
317C2A071-0813-4992-96D8-5C432D6EC9E6
brain-umap@2
0.935
48BC036E8-0EA0-4346-A551-2A5F8975FEAB
brain-umap@2
0.928
5DD028798-C4CB-43A8-81D7-711E015E23B5
brain-umap@2
0.920
6A1E55AC6-A41F-454A-A3B6-8F49D2AAFEF2
brain-umap@2
0.918
784778027-9C8E-4364-9069-70D8B86D6916
brain-umap@2
0.915
8BB2A06D9-AF9B-4BF6-8EEC-8F53BD5536B0
brain-umap@2
0.913
97779D220-647F-4D6C-890B-022208B51F57
brain-umap@2
0.913
10SRR934724
brain-umap@2
0.903