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

9bc1ce84-45e5-4c83-871c-02356d8311b9

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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+0.400
  • PROTEIN_SECRETION+0.300
  • TGF_BETA_SIGNALING+0.300
  • UV_RESPONSE_DN+0.300
  • ANDROGEN_RESPONSE+0.200
  • ANGIOGENESIS+0.200
  • BILE_ACID_METABOLISM+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • COAGULATION+0.200
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.200

Top 10 suppressed

  • E2F_TARGETS-0.400
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V2-0.400
  • MYC_TARGETS_V1-0.300
  • WNT_BETA_CATENIN_SIGNALING-0.300
  • ALLOGRAFT_REJECTION-0.200
  • APICAL_SURFACE-0.200
  • INFLAMMATORY_RESPONSE-0.200
  • PANCREAS_BETA_CELLS-0.200
  • GLYCOLYSIS-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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-E2-A1BC-01A-11R-A12P-07
breast-umap@18
A0.769
2C3N-02088
lung-landscapes@6
cohortA10.740
3C3N-01021
lung-landscapes@6
cohortA10.734
4BS_WFD0GE5X
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.725
5TCGA-D8-A1XU-01A-11R-A14M-07
breast-umap@18
A0.723
6BS_66ABA973
brain-umap@2
pilocytic astrocytoma0.719
720020070.LumA
breast-umap@18
A0.710
8BS_4FZS7TX4
medullo-epn-umap@date-based
EPNEPN Tumor0.706
9SRR8613754
breast-umap@18
F0.696
10C3L-02508
lung-landscapes@6
cohortA10.692

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.400Remibrutinib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
TGF_BETA_SIGNALING0.300Inavolisib— uncovered
UV_RESPONSE_DN0.300Inavolisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
ANGIOGENESIS0.200Remibrutinib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
COAGULATION0.200Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.200Inavolisib— uncovered
HEME_METABOLISM0.200Temsirolimus— uncovered
P53_PATHWAY0.200Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
APICAL_JUNCTION0.100Inavolisib— uncovered
COMPLEMENT0.100Inavolisib— uncovered
HEDGEHOG_SIGNALING0.100Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.100Inavolisib— uncovered