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

  • KRAS_SIGNALING_DN+0.200
  • MYC_TARGETS_V1+0.200
  • SPERMATOGENESIS+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.100
  • ADIPOGENESIS+0.000
  • PANCREAS_BETA_CELLS+0.000
  • ANDROGEN_RESPONSE-0.100
  • BILE_ACID_METABOLISM-0.100
  • ESTROGEN_RESPONSE_EARLY-0.100
  • HEME_METABOLISM-0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.600
  • ALLOGRAFT_REJECTION-0.500
  • ANGIOGENESIS-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • IL6_JAK_STAT3_SIGNALING-0.500
  • INFLAMMATORY_RESPONSE-0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.500
  • APICAL_JUNCTION-0.400
  • COAGULATION-0.400

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR10899984
melanoma-umap@29
0.912
2SRR1338669
brain-umap@2
GTEX0.910
3SRR1398992
brain-umap@2
GTEX0.908
4SRR1367870
brain-umap@2
GTEX0.903
5MNG852
mng-umap@100
0.900
6SRR1404969
brain-umap@2
GTEX0.897
7SRR1456514
brain-umap@2
GTEX0.896
8SRR1479510
brain-umap@2
GTEX0.895
9SRR1434867
brain-umap@2
GTEX0.894
10SRR5088853
melanoma-umap@29
0.893