Research Use Only. KIRhub outputs are computational research artifacts. They are not validated for clinical decision-making, diagnosis, or treatment.

A43D720D-0CA3-48CF-ADC7-5AC72BD5EEA9

0ed00cfb-c1da-507a-b8df-540f6fd03849

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
sex
Male

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+0.603
  • MYC_TARGETS_V1+0.552
  • IL6_JAK_STAT3_SIGNALING+0.546
  • G2M_CHECKPOINT+0.496
  • ALLOGRAFT_REJECTION+0.488
  • INTERFERON_GAMMA_RESPONSE+0.484
  • DNA_REPAIR+0.477
  • TNFA_SIGNALING_VIA_NFKB+0.476
  • MTORC1_SIGNALING+0.443
  • INFLAMMATORY_RESPONSE+0.437

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.362
  • KRAS_SIGNALING_DN-0.344
  • MYOGENESIS-0.281
  • APICAL_SURFACE-0.216
  • UV_RESPONSE_DN-0.186
  • WNT_BETA_CATENIN_SIGNALING-0.173
  • ESTROGEN_RESPONSE_EARLY-0.167
  • APICAL_JUNCTION-0.129
  • BILE_ACID_METABOLISM-0.120
  • SPERMATOGENESIS-0.116

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
1CA6E11F4-8B85-4C73-9B48-C28F5D5D91D6
brain-umap@2
0.976
2DF145DF3-D7FD-48C9-ADC8-0B8618DC65A8
brain-umap@2
0.971
3AB5294B5-4A59-493A-9016-C2778735745F
brain-umap@2
0.965
4E92DD0CC-DD0F-469D-8357-228A4A67DBD6
brain-umap@2
0.965
53E499D12-B08A-491C-98C6-19EA420BDC99
brain-umap@2
0.960
6A2170829-B80C-49F2-8FB6-39B8ACFB27CB
brain-umap@2
0.959
7FFECD0E9-70C2-44BD-B0B4-E8C4B60B793A
brain-umap@2
0.956
84A54E284-9902-4E4C-A5BC-1BF144106EA3
brain-umap@2
0.955
9FCD3124F-0F41-448E-B2B9-D9934D4EC1A7
brain-umap@2
0.955
10AF548E30-7121-4F9F-A2CD-F1A540E9C4EE
brain-umap@2
0.955

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.603Inavolisib— uncovered
MYC_TARGETS_V10.552Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.546Inavolisib— uncovered
G2M_CHECKPOINT0.496Inavolisib— uncovered
ALLOGRAFT_REJECTION0.488Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.484Idelalisib— uncovered
DNA_REPAIR0.477Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.476Inavolisib— uncovered
MTORC1_SIGNALING0.443Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.437Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.433Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.392Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.391Idelalisib— uncovered
GLYCOLYSIS0.386Inavolisib— uncovered
ANGIOGENESIS0.380Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.373Remibrutinib— uncovered
COMPLEMENT0.365Inavolisib— uncovered
HYPOXIA0.356Idelalisib— uncovered
APOPTOSIS0.351Idelalisib— uncovered
MYC_TARGETS_V20.334Idelalisib— uncovered