Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.
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d14f7871-db2f-423a-9e08-4ca84e452d61

d0ed4306-111f-5a64-b360-4bb7b6a32e10

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_V1+0.200
  • MYC_TARGETS_V2+0.200
  • OXIDATIVE_PHOSPHORYLATION+0.200
  • ANDROGEN_RESPONSE+0.100
  • BILE_ACID_METABOLISM+0.100
  • KRAS_SIGNALING_DN+0.100
  • NOTCH_SIGNALING+0.100
  • CHOLESTEROL_HOMEOSTASIS+0.000
  • DNA_REPAIR+0.000
  • E2F_TARGETS+0.000

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.500
  • INTERFERON_ALPHA_RESPONSE-0.500
  • INTERFERON_GAMMA_RESPONSE-0.500
  • ALLOGRAFT_REJECTION-0.400
  • IL6_JAK_STAT3_SIGNALING-0.400
  • INFLAMMATORY_RESPONSE-0.400
  • ANGIOGENESIS-0.300
  • COMPLEMENT-0.300
  • GLYCOLYSIS-0.300
  • IL2_STAT5_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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1e97f9781-5033-40bd-bc5c-7a703ef965b1
melanoma-umap@29
0.853
2R230
bladder-landscape@3
0.852
3ERR3262565
melanoma-umap@29
0.851
432a200c7-6f8a-4393-ae39-48c73b7935cf
melanoma-umap@29
0.850
5TCGA-60-2716-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.841
6R16
bladder-landscape@3
0.841
7SRR8518365
breast-umap@18
E0.839
8SRR5088853
melanoma-umap@29
0.836
9TCGA-56-7221-01A-11R-2045-07
lung-landscapes@6
cohortSQ20.833
10s0112225
melanoma-umap@29
0.832

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.200Inavolisib— uncovered
MYC_TARGETS_V20.200Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
ANDROGEN_RESPONSE0.100Inavolisib— uncovered
BILE_ACID_METABOLISM0.100Inavolisib— uncovered
KRAS_SIGNALING_DN0.100Remibrutinib— uncovered
NOTCH_SIGNALING0.100Inavolisib— uncovered