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

  • DNA_REPAIR+0.200
  • PROTEIN_SECRETION+0.200
  • INTERFERON_ALPHA_RESPONSE+0.100
  • ANDROGEN_RESPONSE+0.000
  • COAGULATION+0.000
  • COMPLEMENT+0.000
  • E2F_TARGETS+0.000
  • G2M_CHECKPOINT+0.000
  • HEME_METABOLISM+0.000
  • INTERFERON_GAMMA_RESPONSE+0.000

Top 10 suppressed

  • ADIPOGENESIS-0.300
  • ANGIOGENESIS-0.300
  • CHOLESTEROL_HOMEOSTASIS-0.300
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.300
  • MYC_TARGETS_V2-0.300
  • MYOGENESIS-0.300
  • OXIDATIVE_PHOSPHORYLATION-0.300
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.300
  • APICAL_JUNCTION-0.200
  • ESTROGEN_RESPONSE_LATE-0.200

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-3269
medullo-epn-umap@date-based
MedMedulloblastoma0.825
2TCGA-E2-A15I-01A-21R-A137-07
breast-umap@18
B0.759
3SRR4195674
colon-landscapes@1
0.756
4SRR4195665
colon-landscapes@1
0.753
5MNG452
mng-umap@100
0.748
6SRR35579813
breast-umap@18
B0.748
7TCGA-78-7143-01A-11R-2039-07
lung-landscapes@6
cohortA10.738
8SRR8942972
bladder-landscape@3
0.729
90357aa51-9436-4923-9b1e-eb22bdf647df
colon-landscapes@1
0.724
10SJEPD030097_D2.RNA-Seq
medullo-epn-umap@date-based
EPNSpinal EPN0.723

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
DNA_REPAIR0.200Idelalisib— uncovered
PROTEIN_SECRETION0.200Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.100Inavolisib— uncovered