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

TCGA-C4-A0EZ-01A-21R-A24X-07

40c9a5a3-367f-5db6-ac21-d536bc1194a1

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
overall_survival_months
8.968462549
os_event
true

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+0.630
  • G2M_CHECKPOINT+0.580
  • PANCREAS_BETA_CELLS+0.440
  • MYC_TARGETS_V1+0.430
  • SPERMATOGENESIS+0.400
  • DNA_REPAIR+0.370
  • MITOTIC_SPINDLE+0.230
  • OXIDATIVE_PHOSPHORYLATION+0.200
  • HEDGEHOG_SIGNALING+0.090
  • KRAS_SIGNALING_DN+0.080

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.690
  • TNFA_SIGNALING_VIA_NFKB-0.640
  • INTERFERON_GAMMA_RESPONSE-0.630
  • INFLAMMATORY_RESPONSE-0.590
  • IL6_JAK_STAT3_SIGNALING-0.570
  • ALLOGRAFT_REJECTION-0.540
  • P53_PATHWAY-0.460
  • TGF_BETA_SIGNALING-0.450
  • COMPLEMENT-0.440
  • IL2_STAT5_SIGNALING-0.440

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_WH5HDE0A
brain-umap@2
medulloblastoma0.958
2C3N-02283
lung-landscapes@6
cohortMD10.952
3BS_Y8D1F5WW
brain-umap@2
medulloblastoma0.952
4TCGA-NK-A5D1-01A-11R-A26W-07
lung-landscapes@6
cohortMD10.952
5BS_TYAYZ9ZW
brain-umap@2
medulloblastoma0.946
6BS_4PH1MBGR
brain-umap@2
medulloblastoma0.946
7BS_AM70R8RG
brain-umap@2
medulloblastoma0.945
8BS_HD4EJYE3
brain-umap@2
medulloblastoma0.943
9BS_EFE4YEK3
brain-umap@2
medulloblastoma0.943
10BS_NKRYMHEP
brain-umap@2
medulloblastoma0.942

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_TARGETS0.630Inavolisib— uncovered
G2M_CHECKPOINT0.580Inavolisib— uncovered
PANCREAS_BETA_CELLS0.440Cobimetinib— uncovered
MYC_TARGETS_V10.430Inavolisib— uncovered
SPERMATOGENESIS0.400Inavolisib— uncovered
DNA_REPAIR0.370Idelalisib— uncovered
MITOTIC_SPINDLE0.230Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.200Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.090Inavolisib— uncovered
KRAS_SIGNALING_DN0.080Remibrutinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.060Inavolisib— uncovered