Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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TCGA-ZF-A9R5-01A-12R-A42T-07

4b56fc0c-7c11-5502-9a5c-d7c2127ecf81

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
35.80814717
os_event
false
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

  • INTERFERON_ALPHA_RESPONSE+0.410
  • OXIDATIVE_PHOSPHORYLATION+0.240
  • MYC_TARGETS_V2+0.060
  • DNA_REPAIR+0.010
  • PROTEIN_SECRETION+0.000
  • BILE_ACID_METABOLISM-0.010
  • INTERFERON_GAMMA_RESPONSE-0.050
  • HEME_METABOLISM-0.060
  • MYC_TARGETS_V1-0.060
  • PANCREAS_BETA_CELLS-0.090

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.630
  • E2F_TARGETS-0.580
  • TNFA_SIGNALING_VIA_NFKB-0.510
  • CHOLESTEROL_HOMEOSTASIS-0.480
  • ANGIOGENESIS-0.470
  • G2M_CHECKPOINT-0.470
  • COAGULATION-0.460
  • INFLAMMATORY_RESPONSE-0.450
  • HYPOXIA-0.420
  • MTORC1_SIGNALING-0.420

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
1SRR5088854
melanoma-umap@29
0.900
2R247
bladder-landscape@3
0.896
3AUR-AEPZ-TTM1-A-1-1-R-A742-41
breast-umap@18
B0.873
4SAMN03290916
melanoma-umap@29
0.871
5SRR2755094
melanoma-umap@29
0.845
6b6a7e87e-2674-4a48-a3c2-c8a9806762b5
melanoma-umap@29
0.845
7TCGA-E7-A678-01A-11R-A30C-07
bladder-landscape@3
0.843
8SRR650134
bladder-landscape@3
0.840
9sclc283559_S82.txt
lung-landscapes@6
cohortSC0.837
10SAMN03290914
melanoma-umap@29
0.835

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 4 elevated pathways have at least one drug that meaningfully reverses them.

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.410Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.240Remibrutinib— uncovered
MYC_TARGETS_V20.060Idelalisib— uncovered
DNA_REPAIR0.010Idelalisib— uncovered