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

BS_1A6MQ9ZA

high-grade glioma

044d06ef-5ef1-589e-8920-0e153489f9dc

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
20.9592641261498
age_years
15.488
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+0.587
  • MTORC1_SIGNALING+0.553
  • MYC_TARGETS_V1+0.537
  • INTERFERON_ALPHA_RESPONSE+0.520
  • OXIDATIVE_PHOSPHORYLATION+0.518
  • E2F_TARGETS+0.491
  • G2M_CHECKPOINT+0.451
  • UNFOLDED_PROTEIN_RESPONSE+0.451
  • ANDROGEN_RESPONSE+0.425
  • INTERFERON_GAMMA_RESPONSE+0.372

Top 10 suppressed

  • APICAL_SURFACE-0.392
  • KRAS_SIGNALING_DN-0.346
  • WNT_BETA_CATENIN_SIGNALING-0.288
  • MYOGENESIS-0.214
  • ESTROGEN_RESPONSE_LATE-0.088
  • ALLOGRAFT_REJECTION-0.066
  • XENOBIOTIC_METABOLISM-0.054
  • BILE_ACID_METABOLISM-0.044
  • ESTROGEN_RESPONSE_EARLY-0.042
  • IL2_STAT5_SIGNALING-0.036

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
1BS_2EN3X6HB
brain-umap@2
high-grade glioma0.923
2SJEPD030391_D1.RNA-Seq
medullo-epn-umap@date-based
EPNSupratentorial EPN0.890
354B7F258-FE9A-4EFE-87FB-465D587B1170
brain-umap@2
0.876
4SRR934929
brain-umap@2
0.868
5MNG1191
mng-umap@100
0.868
6f9c74189-6bdc-49b9-b984-917ffe2b097d
colon-landscapes@1
0.865
7TCGA-78-7145-01A-11R-2039-07
lung-landscapes@6
cohortA10.865
8TCGA-C4-A0F0-01A-12R-A10U-07
bladder-landscape@3
0.862
9C3N-00574
lung-landscapes@6
cohortA40.861
10769432C5-4BFD-4689-8F43-467010292448
brain-umap@2
0.861

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.587Remibrutinib— uncovered
MTORC1_SIGNALING0.553Inavolisib— uncovered
MYC_TARGETS_V10.537Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.520Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.518Remibrutinib— uncovered
E2F_TARGETS0.491Inavolisib— uncovered
G2M_CHECKPOINT0.451Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.451Idelalisib— uncovered
ANDROGEN_RESPONSE0.425Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.372Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.357Inavolisib— uncovered
GLYCOLYSIS0.353Inavolisib— uncovered
HYPOXIA0.349Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.306Remibrutinib— uncovered
ANGIOGENESIS0.301Remibrutinib— uncovered
MITOTIC_SPINDLE0.295Inavolisib— uncovered
UV_RESPONSE_DN0.285Inavolisib— uncovered
ADIPOGENESIS0.269Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.266Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.257Inavolisib— uncovered