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

BS_7327SDAQ

high-grade glioma

770bb505-a4a5-5cac-ab5f-791f7810c033

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
2.463863337713535
age_years
3.896
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+0.527
  • G2M_CHECKPOINT+0.514
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.366
  • HEDGEHOG_SIGNALING+0.359
  • MYC_TARGETS_V1+0.357
  • PROTEIN_SECRETION+0.330
  • TGF_BETA_SIGNALING+0.319
  • ANGIOGENESIS+0.316
  • HYPOXIA+0.310
  • COAGULATION+0.304

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.268
  • KRAS_SIGNALING_DN-0.093
  • P53_PATHWAY-0.061
  • PEROXISOME-0.059
  • HEME_METABOLISM-0.029
  • CHOLESTEROL_HOMEOSTASIS+0.002
  • FATTY_ACID_METABOLISM+0.008
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.009
  • XENOBIOTIC_METABOLISM+0.009
  • INTERFERON_GAMMA_RESPONSE+0.014

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.

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

#SampleCancer typeSubtypecos similarity
1BS_1D6PZNKN
brain-umap@2
Diffuse intrinsic pontine glioma0.878
2BS_F6V1Y4QS
brain-umap@2
Glial-neuronal tumor NOS0.861
3TCGA-77-7337-01A-21R-2045-07
lung-landscapes@6
cohortSQ10.858
4726D58A7-23E0-492A-B5CE-15DCB11B0C90
brain-umap@2
0.853
56AF1465C-7A6C-4AAF-AFF2-3065EA5B7D0B
brain-umap@2
0.850
6SRR934963
brain-umap@2
0.848
7C3N-00211
lung-landscapes@6
cohortSQ10.841
8BS_23QW0BBA
brain-umap@2
high-grade glioma0.839
9C3L-04391
lung-landscapes@6
cohortSQ10.833
101B940F72-3C90-43C4-9267-185F21D10AC9
brain-umap@2
0.831

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
E2F_TARGETS0.527Inavolisib— uncovered
G2M_CHECKPOINT0.514Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.366Inavolisib— uncovered
HEDGEHOG_SIGNALING0.359Inavolisib— uncovered
MYC_TARGETS_V10.357Inavolisib— uncovered
PROTEIN_SECRETION0.330Remibrutinib— uncovered
TGF_BETA_SIGNALING0.319Inavolisib— uncovered
ANGIOGENESIS0.316Remibrutinib— uncovered
HYPOXIA0.310Idelalisib— uncovered
COAGULATION0.304Binimetinib— uncovered
MITOTIC_SPINDLE0.284Inavolisib— uncovered
MYC_TARGETS_V20.284Idelalisib— uncovered
GLYCOLYSIS0.260Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.240Inavolisib— uncovered
KRAS_SIGNALING_UP0.214Inavolisib— uncovered
DNA_REPAIR0.204Idelalisib— uncovered
ANDROGEN_RESPONSE0.200Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.199Idelalisib— uncovered
PANCREAS_BETA_CELLS0.196Cobimetinib— uncovered
MTORC1_SIGNALING0.191Inavolisib— uncovered