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

  • MYC_TARGETS_V2+0.600
  • E2F_TARGETS+0.500
  • G2M_CHECKPOINT+0.500
  • MYC_TARGETS_V1+0.500
  • DNA_REPAIR+0.300
  • SPERMATOGENESIS+0.300
  • GLYCOLYSIS+0.200
  • MITOTIC_SPINDLE+0.200
  • MTORC1_SIGNALING+0.200
  • UNFOLDED_PROTEIN_RESPONSE+0.200

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.700
  • INTERFERON_GAMMA_RESPONSE-0.600
  • ALLOGRAFT_REJECTION-0.400
  • APICAL_SURFACE-0.400
  • CHOLESTEROL_HOMEOSTASIS-0.400
  • COMPLEMENT-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • APOPTOSIS-0.300
  • COAGULATION-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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_R439VVPK
brain-umap@2
medulloblastoma0.908
2SRR10899976
melanoma-umap@29
0.907
3C3N-03076
lung-landscapes@6
cohortMD10.907
4BS_HE57E1RP
brain-umap@2
medulloblastoma0.905
5BS_81SP2HX4
brain-umap@2
medulloblastoma0.902
60edf46a2-3dfb-4bae-b642-281e05975bd1
melanoma-umap@29
0.899
7BS_FKDQJJB5
brain-umap@2
medulloblastoma0.893
8BS_AHEFXG7W
brain-umap@2
medulloblastoma0.890
9SRR15069603
head-neck@1
0.889
10SRR6013537
lung-landscapes@6
cohortA30.888

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.600Idelalisib— uncovered
E2F_TARGETS0.500Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
DNA_REPAIR0.300Idelalisib— uncovered
SPERMATOGENESIS0.300Inavolisib— uncovered
GLYCOLYSIS0.200Inavolisib— uncovered
MITOTIC_SPINDLE0.200Inavolisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.200Idelalisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
HYPOXIA0.100Idelalisib— uncovered