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

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • ALLOGRAFT_REJECTION+0.400
  • IL6_JAK_STAT3_SIGNALING+0.300
  • INTERFERON_ALPHA_RESPONSE+0.300
  • INTERFERON_GAMMA_RESPONSE+0.300
  • KRAS_SIGNALING_DN+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.100
  • COMPLEMENT+0.100
  • HYPOXIA+0.100
  • IL2_STAT5_SIGNALING+0.100
  • INFLAMMATORY_RESPONSE+0.100

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ANGIOGENESIS-0.400
  • HEDGEHOG_SIGNALING-0.400
  • MITOTIC_SPINDLE-0.400
  • MYC_TARGETS_V2-0.400
  • PROTEIN_SECRETION-0.400
  • TGF_BETA_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • APICAL_JUNCTION-0.300
  • COAGULATION-0.300

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-ZF-A9R7-01A-11R-A38B-07
bladder-landscape@3
0.796
2TCGA-GM-A2DO-01A-11R-A18M-07
breast-umap@18
D0.782
3aeac6db7-09bd-45f9-a5fd-c8358f86bff8
melanoma-umap@29
0.769
4TCGA-B6-A408-01A-12R-A24H-07
breast-umap@18
A0.766
5362a2015-1791-4934-be81-df39540b38ff
melanoma-umap@29
0.764
6TCGA-CV-A461-01A-41R-A266-07
head-neck@1
0.762
7s0122145
melanoma-umap@29
0.761
8OCIAML3_HAEMATOPOIETIC_AND_LYMPHOID_TISSUE
ccle-aml@v2024.1
AML0.754
9TCGA-LL-A5YN-01A-11R-A28M-07
breast-umap@18
B0.746
10b03d2223-38c1-4bb3-be8b-27db05f87b66
melanoma-umap@29
0.745