Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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R247

7a5d0706-edbb-5e4c-aee8-e66d249eecad

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
105
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

  • PROTEIN_SECRETION+0.020
  • PEROXISOME+0.010
  • BILE_ACID_METABOLISM+0.000
  • HEME_METABOLISM+0.000
  • FATTY_ACID_METABOLISM-0.040
  • UV_RESPONSE_DN-0.050
  • DNA_REPAIR-0.080
  • INTERFERON_ALPHA_RESPONSE-0.080
  • KRAS_SIGNALING_DN-0.100
  • SPERMATOGENESIS-0.100

Top 10 suppressed

  • E2F_TARGETS-0.580
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.540
  • G2M_CHECKPOINT-0.500
  • CHOLESTEROL_HOMEOSTASIS-0.490
  • TNFA_SIGNALING_VIA_NFKB-0.490
  • ANGIOGENESIS-0.450
  • IL6_JAK_STAT3_SIGNALING-0.420
  • INFLAMMATORY_RESPONSE-0.420
  • HYPOXIA-0.410
  • MTORC1_SIGNALING-0.410

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
1SRR11296802
colon-landscapes@1
0.930
2SRR8943008
bladder-landscape@3
0.925
3EPT0291
medullo-epn-umap@date-based
EPNEPN Tumor0.923
4TCGA-CF-A27C-01A-11R-A16R-07
bladder-landscape@3
0.920
5C3N-03420
lung-landscapes@6
cohortA10.916
6SRR8613727
breast-umap@18
D0.914
7SRR8943010
bladder-landscape@3
0.912
8SRR23303775
bladder-landscape@3
0.907
9TCGA-CF-A5U8-01A-11R-A28M-07
bladder-landscape@3
0.902
10TCGA-ZF-A9R5-01A-12R-A42T-07
bladder-landscape@3
0.896

Per-pathway drug coverage

ModeledCalibratedDerived

For each elevated pathway in this tumor, the best-reversing drug across the catalog. Uncovered pathways = unmet need at pathway level for this one patient.

0 of 2 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.020Remibrutinib— uncovered
PEROXISOME0.010Idelalisib— uncovered