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

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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

  • OXIDATIVE_PHOSPHORYLATION+0.500
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.400
  • MYC_TARGETS_V2+0.300
  • ADIPOGENESIS+0.200
  • BILE_ACID_METABOLISM+0.200
  • COAGULATION+0.200
  • DNA_REPAIR+0.200
  • FATTY_ACID_METABOLISM+0.200
  • MYC_TARGETS_V1+0.200
  • PEROXISOME+0.200

Top 10 suppressed

  • ANDROGEN_RESPONSE-0.400
  • ANGIOGENESIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • G2M_CHECKPOINT-0.300
  • INFLAMMATORY_RESPONSE-0.300
  • KRAS_SIGNALING_UP-0.300
  • MITOTIC_SPINDLE-0.300
  • NOTCH_SIGNALING-0.300
  • TGF_BETA_SIGNALING-0.300
  • UV_RESPONSE_DN-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-GU-A763-01A-11R-A32O-07
bladder-landscape@3
0.863
2TCGA-A2-A3XV-01A-21R-A239-07
breast-umap@18
B0.835
3TCGA-MT-A67A-01A-11R-A30B-07
head-neck@1
0.835
4SRR1313092
breast-umap@18
B0.812
5fa9f3cc6-06eb-4cfd-8f85-9d13df39d11e
melanoma-umap@29
0.807
6TCGA-LL-A5YM-01A-11R-A28M-07
breast-umap@18
B0.791
7MDT-AP-1302
medullo-epn-umap@date-based
MedMedulloblastoma0.781
8MNG908
mng-umap@100
0.780
920140057.LumB
breast-umap@18
B0.775
10TCGA-AC-A3YJ-01A-11R-A22U-07
breast-umap@18
B0.775

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.500Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.400Inavolisib— uncovered
MYC_TARGETS_V20.300Idelalisib— uncovered
ADIPOGENESIS0.200Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
MYC_TARGETS_V10.200Inavolisib— uncovered
PEROXISOME0.200Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered
GLYCOLYSIS0.100Inavolisib— uncovered
PANCREAS_BETA_CELLS0.100Cobimetinib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered
UV_RESPONSE_UP0.100Idelalisib— uncovered