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

  • ALLOGRAFT_REJECTION+0.500
  • IL6_JAK_STAT3_SIGNALING+0.500
  • INTERFERON_ALPHA_RESPONSE+0.500
  • INTERFERON_GAMMA_RESPONSE+0.500
  • KRAS_SIGNALING_DN+0.400
  • APICAL_SURFACE+0.300
  • INFLAMMATORY_RESPONSE+0.300
  • MYOGENESIS+0.300
  • APICAL_JUNCTION+0.200
  • COAGULATION+0.200

Top 10 suppressed

  • MITOTIC_SPINDLE-0.500
  • MYC_TARGETS_V1-0.500
  • ANDROGEN_RESPONSE-0.400
  • E2F_TARGETS-0.400
  • G2M_CHECKPOINT-0.400
  • MYC_TARGETS_V2-0.400
  • PROTEIN_SECRETION-0.400
  • UV_RESPONSE_DN-0.300
  • DNA_REPAIR-0.200
  • MTORC1_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
19075936e-cc58-4740-abf4-1c733abb3d9f
melanoma-umap@29
0.898
2TCGA-E9-A5FK-01A-11R-A27Q-07
breast-umap@18
B0.896
3SJEPD001535_R2.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.891
423849071-df2e-4421-b91d-90f66ec2c162
melanoma-umap@29
0.881
5c5e09ad2-1f0b-4ea3-9565-a1664f1bb468
melanoma-umap@29
0.875
6R101
bladder-landscape@3
0.874
7SRR1468574
brain-umap@2
GTEX0.872
8SJEPD029_D.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.869
9TCGA-85-A513-01A-12R-A26W-07
lung-landscapes@6
cohortA10.869
10TCGA-A2-A0CR-01A-11R-A22K-07
breast-umap@18
B0.862

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.500Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.500Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.500Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.500Idelalisib— uncovered
KRAS_SIGNALING_DN0.400Remibrutinib— uncovered
APICAL_SURFACE0.300Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.300Idelalisib— uncovered
MYOGENESIS0.300Inavolisib— uncovered
APICAL_JUNCTION0.200Inavolisib— uncovered
COAGULATION0.200Binimetinib— uncovered
COMPLEMENT0.200Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.200Inavolisib— uncovered
ESTROGEN_RESPONSE_LATE0.200Idelalisib— uncovered
HEDGEHOG_SIGNALING0.200Inavolisib— uncovered
IL2_STAT5_SIGNALING0.200Idelalisib— uncovered
KRAS_SIGNALING_UP0.200Inavolisib— uncovered
PANCREAS_BETA_CELLS0.200Cobimetinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.200Inavolisib— uncovered