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

BS_G3RJTBZD

high-grade glioma

3a325c8f-f39d-501b-acc1-bd450fe4c0b7

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
17.969776609724047
age_years
7.967
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

  • MYC_TARGETS_V2+0.466
  • OXIDATIVE_PHOSPHORYLATION+0.466
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.417
  • UNFOLDED_PROTEIN_RESPONSE+0.415
  • FATTY_ACID_METABOLISM+0.409
  • ADIPOGENESIS+0.408
  • HYPOXIA+0.386
  • INTERFERON_ALPHA_RESPONSE+0.381
  • MTORC1_SIGNALING+0.346
  • CHOLESTEROL_HOMEOSTASIS+0.339

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.442
  • APICAL_SURFACE-0.413
  • ANGIOGENESIS-0.400
  • INFLAMMATORY_RESPONSE-0.340
  • KRAS_SIGNALING_UP-0.256
  • PANCREAS_BETA_CELLS-0.210
  • KRAS_SIGNALING_DN-0.193
  • IL6_JAK_STAT3_SIGNALING-0.181
  • E2F_TARGETS-0.137
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.136

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
1A0DA6087-9D43-41F9-8569-9F9320E4A9E8
brain-umap@2
0.835
2SRR6013510
lung-landscapes@6
cohortA40.800
3ee24b470-4509-4687-a91e-6d2b967336b9
colon-landscapes@1
0.796
4b0363d99-5ff4-42cd-849d-79dfad0eaf49
melanoma-umap@29
0.784
5ULC1452T_S57
lung-landscapes@6
cohortA10.783
6EA6A086B-F655-47E8-9E70-8A2D36FC2AE1
brain-umap@2
0.782
7SRR6013565
lung-landscapes@6
cohortA40.760
8F2FCC449-3487-474C-82A6-8F2ED71E41BC
brain-umap@2
0.760
9SRR6013598
lung-landscapes@6
cohortA40.757
10656B6084-9C58-469A-BEAF-FFC1D089E658
brain-umap@2
0.756

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.466Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.466Remibrutinib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.417Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.415Idelalisib— uncovered
FATTY_ACID_METABOLISM0.409Inavolisib— uncovered
ADIPOGENESIS0.408Inavolisib— uncovered
HYPOXIA0.386Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.381Inavolisib— uncovered
MTORC1_SIGNALING0.346Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.339Remibrutinib— uncovered
GLYCOLYSIS0.324Inavolisib— uncovered
PROTEIN_SECRETION0.299Remibrutinib— uncovered
DNA_REPAIR0.297Idelalisib— uncovered
HEME_METABOLISM0.263Temsirolimus— uncovered
PEROXISOME0.245Idelalisib— uncovered
NOTCH_SIGNALING0.240Inavolisib— uncovered
UV_RESPONSE_UP0.210Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.203Inavolisib— uncovered
TGF_BETA_SIGNALING0.202Inavolisib— uncovered
MYC_TARGETS_V10.184Inavolisib— uncovered