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

BS_AWH9757B

high-grade glioma

e5378256-1aa5-582d-8a53-6a1bc8728f87

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
31.110381077529563
age_years
8.507
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

  • E2F_TARGETS+0.408
  • G2M_CHECKPOINT+0.392
  • PANCREAS_BETA_CELLS+0.315
  • SPERMATOGENESIS+0.303
  • MITOTIC_SPINDLE+0.293
  • MYC_TARGETS_V1+0.224
  • MYC_TARGETS_V2+0.117
  • KRAS_SIGNALING_DN+0.098
  • HEDGEHOG_SIGNALING+0.082
  • UV_RESPONSE_UP+0.036

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.651
  • INTERFERON_GAMMA_RESPONSE-0.575
  • IL6_JAK_STAT3_SIGNALING-0.414
  • TNFA_SIGNALING_VIA_NFKB-0.369
  • IL2_STAT5_SIGNALING-0.354
  • APOPTOSIS-0.353
  • P53_PATHWAY-0.346
  • ALLOGRAFT_REJECTION-0.318
  • INFLAMMATORY_RESPONSE-0.296
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.294

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.

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

#SampleCancer typeSubtypecos similarity
1BS_WH5HDE0A
brain-umap@2
medulloblastoma0.918
2TCGA-C4-A0EZ-01A-21R-A24X-07
bladder-landscape@3
0.903
3BS_QWNBZ9RJ
brain-umap@2
Embryonal tumors0.901
4BS_FEV5A0HN
brain-umap@2
high-grade glioma0.895
591648
medullo-epn-umap@date-based
EPNSupratentorial EPN0.888
6BS_AM70R8RG
brain-umap@2
medulloblastoma0.887
7BS_45J79YTF
brain-umap@2
high-grade glioma0.886
8TCGA-D8-A13Y-01A-11R-A115-07
breast-umap@18
B0.884
9DRR168561
bladder-landscape@3
0.883
10SRR13780251
lung-landscapes@6
cohortSC0.881

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.408Inavolisib— uncovered
G2M_CHECKPOINT0.392Inavolisib— uncovered
PANCREAS_BETA_CELLS0.315Cobimetinib— uncovered
SPERMATOGENESIS0.303Inavolisib— uncovered
MITOTIC_SPINDLE0.293Inavolisib— uncovered
MYC_TARGETS_V10.224Inavolisib— uncovered
MYC_TARGETS_V20.117Idelalisib— uncovered
KRAS_SIGNALING_DN0.098Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.082Inavolisib— uncovered
UV_RESPONSE_UP0.036Idelalisib— uncovered
FATTY_ACID_METABOLISM0.027Inavolisib— uncovered
APICAL_JUNCTION0.026Inavolisib— uncovered
DNA_REPAIR0.026Idelalisib— uncovered
MYOGENESIS0.010Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.008Remibrutinib— uncovered