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

ca188ec2-4185-4871-b71b-d024a37e5654

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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

  • COAGULATION+0.300
  • KRAS_SIGNALING_DN+0.300
  • MYOGENESIS+0.300
  • ALLOGRAFT_REJECTION+0.200
  • APICAL_JUNCTION+0.200
  • CHOLESTEROL_HOMEOSTASIS+0.200
  • INTERFERON_ALPHA_RESPONSE+0.200
  • MYC_TARGETS_V2+0.200
  • PANCREAS_BETA_CELLS+0.200
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.200

Top 10 suppressed

  • PROTEIN_SECRETION-0.500
  • E2F_TARGETS-0.400
  • G2M_CHECKPOINT-0.400
  • MITOTIC_SPINDLE-0.400
  • TGF_BETA_SIGNALING-0.400
  • UV_RESPONSE_DN-0.400
  • ANDROGEN_RESPONSE-0.300
  • MYC_TARGETS_V1-0.300
  • NOTCH_SIGNALING-0.300
  • ANGIOGENESIS-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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1MDT-AP-0720
medullo-epn-umap@date-based
MedMedulloblastoma0.862
2TCGA-E9-A3X8-01A-31R-A22U-07
breast-umap@18
B0.840
3MNG718
mng-umap@100
0.840
4edef6762-dd96-4284-81e6-2e128af287fa
melanoma-umap@29
0.839
5MNG1103
mng-umap@100
0.832
684f39507-9883-4bab-98f9-8bd72d2aee7b
melanoma-umap@29
0.819
7TCGA-A7-A56D-01A-11R-A27Q-07
breast-umap@18
B0.815
8SJEPD001516_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.814
9SJEPD006_D.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.797
10SJEPD001512_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.787

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
COAGULATION0.300Binimetinib— uncovered
KRAS_SIGNALING_DN0.300Remibrutinib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.200Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
ADIPOGENESIS0.100Inavolisib— uncovered
APICAL_SURFACE0.100Temsirolimus— uncovered
COMPLEMENT0.100Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.100Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.100Idelalisib— uncovered
FATTY_ACID_METABOLISM0.100Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.100Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered
P53_PATHWAY0.100Idelalisib— uncovered