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

BS_M85CXHDV

high-grade glioma

11b59bbd-2d65-5bd1-ab3f-6ddc09b06771

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
27.726675427069644
age_years
18.016
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

  • IL6_JAK_STAT3_SIGNALING+0.629
  • INTERFERON_ALPHA_RESPONSE+0.618
  • ALLOGRAFT_REJECTION+0.587
  • INTERFERON_GAMMA_RESPONSE+0.584
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.573
  • INFLAMMATORY_RESPONSE+0.538
  • ANGIOGENESIS+0.502
  • COAGULATION+0.502
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.488
  • COMPLEMENT+0.484

Top 10 suppressed

  • SPERMATOGENESIS-0.073
  • KRAS_SIGNALING_DN-0.052
  • HEDGEHOG_SIGNALING-0.026
  • UV_RESPONSE_DN+0.004
  • OXIDATIVE_PHOSPHORYLATION+0.013
  • PANCREAS_BETA_CELLS+0.029
  • WNT_BETA_CATENIN_SIGNALING+0.058
  • DNA_REPAIR+0.079
  • PROTEIN_SECRETION+0.081
  • ANDROGEN_RESPONSE+0.095

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1AE47BCDE-A2D2-43EF-8EC7-78E4D1817EEE
brain-umap@2
0.944
25063882F-6377-4976-BB48-7275D46C44E6
brain-umap@2
0.941
3MNG256
mng-umap@100
0.940
4A3874F0D-53A9-43C8-87EE-65C12C0F8135
brain-umap@2
0.926
5C13F6AB6-41C0-4F51-A240-BA4F4410B68E
brain-umap@2
0.924
60E5EDC5A-5AD4-499E-8777-CA6B6F63307F
brain-umap@2
0.923
7F9A39954-57EB-4A3F-97A0-1801B08BBD53
brain-umap@2
0.921
8SRR934903
brain-umap@2
0.921
9665044AD-F2DD-43C2-BCDE-982A8F5C5830
brain-umap@2
0.920
10BS_1JDG6JV5
brain-umap@2
pilocytic astrocytoma0.919

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
IL6_JAK_STAT3_SIGNALING0.629Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.618Inavolisib— uncovered
ALLOGRAFT_REJECTION0.587Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.584Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.573Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.538Idelalisib— uncovered
ANGIOGENESIS0.502Remibrutinib— uncovered
COAGULATION0.502Binimetinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.488Inavolisib— uncovered
COMPLEMENT0.484Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.464Inavolisib— uncovered
APOPTOSIS0.429Idelalisib— uncovered
IL2_STAT5_SIGNALING0.416Idelalisib— uncovered
MTORC1_SIGNALING0.389Inavolisib— uncovered
E2F_TARGETS0.380Inavolisib— uncovered
HYPOXIA0.371Idelalisib— uncovered
KRAS_SIGNALING_UP0.348Inavolisib— uncovered
G2M_CHECKPOINT0.343Inavolisib— uncovered
NOTCH_SIGNALING0.332Inavolisib— uncovered
GLYCOLYSIS0.310Inavolisib— uncovered