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

BS_1EN5V3XW

high-grade glioma

830c7e02-48a3-50ea-ba3d-f41d75c39b57

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
high-grade glioma
cancer_type_detailed
subtype
cancer_type
high-grade glioma
overall_survival_months
23.915900131406044
age_years
15.764
sex
Female

GSVA pathway preview (50 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

Top 10 elevated

  • WNT_BETA_CATENIN_SIGNALING+0.490
  • E2F_TARGETS+0.483
  • G2M_CHECKPOINT+0.464
  • MITOTIC_SPINDLE+0.379
  • MYC_TARGETS_V1+0.372
  • DNA_REPAIR+0.361
  • NOTCH_SIGNALING+0.258
  • MYC_TARGETS_V2+0.234
  • HEDGEHOG_SIGNALING+0.211
  • OXIDATIVE_PHOSPHORYLATION+0.104

Top 10 suppressed

  • INFLAMMATORY_RESPONSE-0.441
  • ALLOGRAFT_REJECTION-0.426
  • IL2_STAT5_SIGNALING-0.407
  • IL6_JAK_STAT3_SIGNALING-0.401
  • APICAL_SURFACE-0.374
  • KRAS_SIGNALING_UP-0.350
  • COMPLEMENT-0.335
  • INTERFERON_GAMMA_RESPONSE-0.311
  • TNFA_SIGNALING_VIA_NFKB-0.303
  • COAGULATION-0.281

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_5P1TN10Z
brain-umap@2
Embryonal tumors0.912
2ERR2598206
medullo-epn-umap@date-based
fetalfetal0.911
3ERR2598195
medullo-epn-umap@date-based
fetalfetal0.907
4ERR2598238
medullo-epn-umap@date-based
fetalfetal0.906
5TCGA-33-4587-01A-11R-2125-07
lung-landscapes@6
cohortMD10.891
64938761D-0762-4984-A399-BC036D6D2140
brain-umap@2
0.891
7SRR934765
brain-umap@2
0.890
8TCGA-O2-A5IB-01A-11R-A27Q-07
lung-landscapes@6
cohortMD10.887
9ERR2598226
medullo-epn-umap@date-based
fetalfetal0.885
10ERR2598235
medullo-epn-umap@date-based
fetalfetal0.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.490Inavolisib— uncovered
E2F_TARGETS0.483Inavolisib— uncovered
G2M_CHECKPOINT0.464Inavolisib— uncovered
MITOTIC_SPINDLE0.379Inavolisib— uncovered
MYC_TARGETS_V10.372Inavolisib— uncovered
DNA_REPAIR0.361Idelalisib— uncovered
NOTCH_SIGNALING0.258Inavolisib— uncovered
MYC_TARGETS_V20.234Idelalisib— uncovered
HEDGEHOG_SIGNALING0.211Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.104Remibrutinib— uncovered
PEROXISOME0.091Idelalisib— uncovered
PROTEIN_SECRETION0.046Remibrutinib— uncovered
SPERMATOGENESIS0.039Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.006Idelalisib— uncovered