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

  • E2F_TARGETS+0.600
  • G2M_CHECKPOINT+0.600
  • MYC_TARGETS_V1+0.500
  • MITOTIC_SPINDLE+0.400
  • MYC_TARGETS_V2+0.400
  • UNFOLDED_PROTEIN_RESPONSE+0.400
  • PROTEIN_SECRETION+0.300
  • ALLOGRAFT_REJECTION+0.200
  • DNA_REPAIR+0.200
  • MTORC1_SIGNALING+0.200

Top 10 suppressed

  • ANGIOGENESIS-0.500
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • ADIPOGENESIS-0.400
  • BILE_ACID_METABOLISM-0.300
  • ESTROGEN_RESPONSE_EARLY-0.300
  • ESTROGEN_RESPONSE_LATE-0.300
  • FATTY_ACID_METABOLISM-0.300
  • HEDGEHOG_SIGNALING-0.300
  • HYPOXIA-0.300
  • IL6_JAK_STAT3_SIGNALING-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.

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

#SampleCancer typeSubtypecos similarity
1TCGA-A8-A07C-01A-11R-A034-07
breast-umap@18
E0.881
2242a1034-4aae-46f8-a40d-91710af30d0a
colon-landscapes@1
0.847
30f095e03-de38-4be9-874c-c58893e031d9
colon-landscapes@1
0.830
4TCGA-AR-A0U2-01A-11R-A109-07
breast-umap@18
B0.823
5BS_TV5B86ZD
brain-umap@2
Embryonal tumors0.822
6SRR11296736
colon-landscapes@1
0.821
7SRR650141
bladder-landscape@3
0.819
8BS_S6S7SK3P
brain-umap@2
high-grade glioma0.819
9BS_8GW1TMV2
brain-umap@2
medulloblastoma0.818
10TCGA-44-7669-01A-21R-2066-07
lung-landscapes@6
cohortA30.813

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
E2F_TARGETS0.600Inavolisib— uncovered
G2M_CHECKPOINT0.600Inavolisib— uncovered
MYC_TARGETS_V10.500Inavolisib— uncovered
MITOTIC_SPINDLE0.400Inavolisib— uncovered
MYC_TARGETS_V20.400Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.400Idelalisib— uncovered
PROTEIN_SECRETION0.300Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.200Idelalisib— uncovered
DNA_REPAIR0.200Idelalisib— uncovered
MTORC1_SIGNALING0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
SPERMATOGENESIS0.100Inavolisib— uncovered