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

BS_SB12W1XT

high-grade glioma

72cbdd2c-6983-5c5b-ab49-dd02abfaaf95

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
16.918528252299605
age_years
2.518
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

  • PROTEIN_SECRETION+0.597
  • MYC_TARGETS_V1+0.496
  • ANDROGEN_RESPONSE+0.444
  • OXIDATIVE_PHOSPHORYLATION+0.437
  • MYC_TARGETS_V2+0.436
  • TGF_BETA_SIGNALING+0.433
  • MTORC1_SIGNALING+0.420
  • UNFOLDED_PROTEIN_RESPONSE+0.405
  • CHOLESTEROL_HOMEOSTASIS+0.392
  • ADIPOGENESIS+0.385

Top 10 suppressed

  • KRAS_SIGNALING_DN-0.352
  • PANCREAS_BETA_CELLS-0.254
  • SPERMATOGENESIS-0.221
  • MYOGENESIS-0.174
  • ESTROGEN_RESPONSE_LATE-0.023
  • BILE_ACID_METABOLISM+0.024
  • APICAL_SURFACE+0.030
  • XENOBIOTIC_METABOLISM+0.081
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.106
  • HYPOXIA+0.118

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
11A9B5D3A-CEB0-4225-9C3D-CBE98A007A3A
brain-umap@2
0.944
2ED604501-C110-4693-820B-DE9FB648FEAA
brain-umap@2
0.936
3DC01D165-E257-49D6-8B9B-37CA7DE398F6
brain-umap@2
0.934
4A7C71CEF-A5C7-4BAC-9090-9808B029190B
brain-umap@2
0.932
5DD203D19-D635-4112-AF75-9724E0A64A0B
brain-umap@2
0.923
6E317AD4C-E877-499A-B108-2F39A40D1682
brain-umap@2
0.921
7633064DB-D3ED-4B5F-B48F-6924AD719647
brain-umap@2
0.920
8A061C2FD-B726-422D-9470-43249B49F5BD
brain-umap@2
0.918
966FF1C46-83F0-4EEC-9871-448C8C7EA3AE
brain-umap@2
0.917
102566FDAC-EF10-4996-8890-FA0BEC771676
brain-umap@2
0.916

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.597Remibrutinib— uncovered
MYC_TARGETS_V10.496Inavolisib— uncovered
ANDROGEN_RESPONSE0.444Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.437Remibrutinib— uncovered
MYC_TARGETS_V20.436Idelalisib— uncovered
TGF_BETA_SIGNALING0.433Inavolisib— uncovered
MTORC1_SIGNALING0.420Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.405Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.392Remibrutinib— uncovered
ADIPOGENESIS0.385Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.381Inavolisib— uncovered
MITOTIC_SPINDLE0.374Inavolisib— uncovered
DNA_REPAIR0.362Idelalisib— uncovered
NOTCH_SIGNALING0.361Inavolisib— uncovered
APOPTOSIS0.347Idelalisib— uncovered
GLYCOLYSIS0.294Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.294Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.291Inavolisib— uncovered
UV_RESPONSE_DN0.283Inavolisib— uncovered
PEROXISOME0.277Idelalisib— uncovered