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+0.500
  • MYC_TARGETS_V2+0.500
  • MYC_TARGETS_V1+0.400
  • MITOTIC_SPINDLE+0.300
  • WNT_BETA_CATENIN_SIGNALING+0.300
  • NOTCH_SIGNALING+0.200
  • PI3K_AKT_MTOR_SIGNALING+0.200
  • ANGIOGENESIS+0.100
  • DNA_REPAIR+0.100

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.600
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.400
  • COAGULATION-0.400
  • COMPLEMENT-0.400
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • KRAS_SIGNALING_UP-0.400
  • APOPTOSIS-0.300
  • BILE_ACID_METABOLISM-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
1SRR12696755
melanoma-umap@29
0.925
2BS_N6N147BY
brain-umap@2
Embryonal tumors0.907
3BS_K25F4J3V
brain-umap@2
ATRT0.901
4BS_5P1TN10Z
brain-umap@2
Embryonal tumors0.899
5TCGA-77-A5G6-01A-11R-A27Q-07
lung-landscapes@6
cohortSQ10.899
6de19e3c1-3508-4c13-b2cf-7079ee934a55
melanoma-umap@29
0.897
7SJEPD030795_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.894
8SAMN03290940
melanoma-umap@29
0.893
9SAMN03290918
melanoma-umap@29
0.892
10SJEPD031150_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.600Inavolisib— uncovered
G2M_CHECKPOINT0.500Inavolisib— uncovered
MYC_TARGETS_V20.500Idelalisib— uncovered
MYC_TARGETS_V10.400Inavolisib— uncovered
MITOTIC_SPINDLE0.300Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.300Inavolisib— uncovered
NOTCH_SIGNALING0.200Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
ANGIOGENESIS0.100Remibrutinib— uncovered
DNA_REPAIR0.100Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.100Remibrutinib— uncovered