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

271ce4d2-844f-4515-be45-10712b3685c5

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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

  • INTERFERON_ALPHA_RESPONSE+0.400
  • INTERFERON_GAMMA_RESPONSE+0.400
  • ANDROGEN_RESPONSE+0.300
  • IL6_JAK_STAT3_SIGNALING+0.300
  • ALLOGRAFT_REJECTION+0.200
  • COMPLEMENT+0.200
  • MITOTIC_SPINDLE+0.200
  • PROTEIN_SECRETION+0.200
  • APOPTOSIS+0.100
  • BILE_ACID_METABOLISM+0.100

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.400
  • E2F_TARGETS-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • ADIPOGENESIS-0.200
  • ANGIOGENESIS-0.200
  • APICAL_SURFACE-0.200
  • DNA_REPAIR-0.200
  • MYC_TARGETS_V1-0.200
  • ESTROGEN_RESPONSE_EARLY-0.100

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
1SRR25043624
head-neck@1
0.759
23a2b80a5-6937-423a-92bf-9e25a0b23c5b
melanoma-umap@29
0.738
388340
medullo-epn-umap@date-based
EPNSupratentorial EPN0.731
4TCGA-EW-A1J5-01A-11R-A13Q-07
breast-umap@18
B0.711
5SRR23303769
bladder-landscape@3
0.708
6TCGA-62-A46U-01A-11R-A24H-07
lung-landscapes@6
cohortA10.704
7R134
bladder-landscape@3
0.700
8e598b2c1-abeb-4421-acf8-79fe3d507ef8
melanoma-umap@29
0.699
9GSM5359418
bladder-landscape@3
0.695
103e17c945-a810-4d82-af11-93debdee3f21
melanoma-umap@29
0.694

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.400Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.400Idelalisib— uncovered
ANDROGEN_RESPONSE0.300Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
APOPTOSIS0.100Idelalisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.100Remibrutinib— uncovered
COAGULATION0.100Binimetinib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
HEME_METABOLISM0.100Temsirolimus— uncovered
HYPOXIA0.100Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.100Idelalisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.100Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.100Inavolisib— uncovered
UV_RESPONSE_DN0.100Inavolisib— uncovered