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

824433bf-151c-46ea-9ea7-f53813f66a97

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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

  • MITOTIC_SPINDLE+0.400
  • TGF_BETA_SIGNALING+0.400
  • ANGIOGENESIS+0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.300
  • G2M_CHECKPOINT+0.300
  • HEDGEHOG_SIGNALING+0.300
  • UV_RESPONSE_DN+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • APICAL_JUNCTION+0.200
  • KRAS_SIGNALING_UP+0.200

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.600
  • CHOLESTEROL_HOMEOSTASIS-0.500
  • FATTY_ACID_METABOLISM-0.500
  • ADIPOGENESIS-0.400
  • INTERFERON_ALPHA_RESPONSE-0.400
  • MTORC1_SIGNALING-0.400
  • MYC_TARGETS_V2-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.400
  • BILE_ACID_METABOLISM-0.300
  • ESTROGEN_RESPONSE_EARLY-0.300

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
1TCGA-58-8388-01A-11R-2326-07
lung-landscapes@6
cohortSQ10.888
2a83e78c0-8b1b-4576-aace-4bee1dee5046
colon-landscapes@1
0.829
3BS_C41DJZ1F
brain-umap@2
high-grade glioma0.829
4TCGA-A7-A26I-01B-06R-A22O-07
breast-umap@18
D0.826
50918cbd5-edd0-41c8-8b67-677f35ad4611
melanoma-umap@29
0.825
620140156.TNBC
breast-umap@18
D0.825
7TCGA-64-5779-01A-01R-1628-07
lung-landscapes@6
cohortA30.824
8SRR8518444
breast-umap@18
D0.822
91fd89d3a-5991-4bfb-b27f-66b5f2a289d8
melanoma-umap@29
0.818
10TCGA-AC-A3QQ-01B-06R-A22O-07
breast-umap@18
D0.801

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MITOTIC_SPINDLE0.400Inavolisib— uncovered
TGF_BETA_SIGNALING0.400Inavolisib— uncovered
ANGIOGENESIS0.300Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.300Inavolisib— uncovered
G2M_CHECKPOINT0.300Inavolisib— uncovered
HEDGEHOG_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
E2F_TARGETS0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered