Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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87F9E756-60BB-435B-9A2D-211E89C182D9

b54823c1-36ce-53c0-b81c-6c2e2f96292d

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
39.84888304862024
age_years
34
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

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

Top 10 elevated

  • OXIDATIVE_PHOSPHORYLATION+0.606
  • MYC_TARGETS_V2+0.411
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.403
  • DNA_REPAIR+0.359
  • NOTCH_SIGNALING+0.353
  • CHOLESTEROL_HOMEOSTASIS+0.326
  • MYC_TARGETS_V1+0.302
  • ADIPOGENESIS+0.301
  • HEDGEHOG_SIGNALING+0.290
  • WNT_BETA_CATENIN_SIGNALING+0.284

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.585
  • IL6_JAK_STAT3_SIGNALING-0.513
  • INTERFERON_GAMMA_RESPONSE-0.510
  • ALLOGRAFT_REJECTION-0.455
  • INFLAMMATORY_RESPONSE-0.439
  • ANGIOGENESIS-0.409
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.401
  • COAGULATION-0.373
  • TNFA_SIGNALING_VIA_NFKB-0.337
  • IL2_STAT5_SIGNALING-0.308

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
17A674726-107E-461B-9DAB-CAE728B8B129
brain-umap@2
0.883
20A4681EC-A57A-45CD-BB97-3E90A8CDECDD
brain-umap@2
0.878
3a7d1fe23-5255-4daa-a6a9-fe2f67491323
colon-landscapes@1
0.868
428E176DE-49DB-4F39-B022-C89235590CAC
brain-umap@2
0.862
5s0112311
melanoma-umap@29
0.857
6TCGA-33-A4WN-01A-11R-A262-07
lung-landscapes@6
cohortSQ20.853
74EBF33F3-DA34-4866-81E5-F2D50A18D413
brain-umap@2
0.853
8TCGA-CV-6962-01A-11R-1915-07
head-neck@1
0.851
9TCGA-4Z-AA7S-01A-11R-A39I-07
bladder-landscape@3
0.851
10SRR10900577
melanoma-umap@29
0.850