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

BS_X4X1SFSE

high-grade glioma

e40f7bf2-8d97-5951-816f-6a79acaab138

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
12.319316688567673
age_years
7.31
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

  • FATTY_ACID_METABOLISM+0.328
  • E2F_TARGETS+0.325
  • PROTEIN_SECRETION+0.310
  • OXIDATIVE_PHOSPHORYLATION+0.299
  • MTORC1_SIGNALING+0.294
  • G2M_CHECKPOINT+0.283
  • NOTCH_SIGNALING+0.230
  • MYC_TARGETS_V1+0.216
  • MITOTIC_SPINDLE+0.208
  • BILE_ACID_METABOLISM+0.173

Top 10 suppressed

  • ANGIOGENESIS-0.396
  • TNFA_SIGNALING_VIA_NFKB-0.351
  • APICAL_SURFACE-0.347
  • IL6_JAK_STAT3_SIGNALING-0.328
  • COAGULATION-0.309
  • MYC_TARGETS_V2-0.309
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.303
  • WNT_BETA_CATENIN_SIGNALING-0.284
  • INFLAMMATORY_RESPONSE-0.265
  • APICAL_JUNCTION-0.257

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
1R391
bladder-landscape@3
0.844
2BS_5965SFPZ
brain-umap@2
Diffuse intrinsic pontine glioma0.839
3R288
bladder-landscape@3
0.826
4R150
bladder-landscape@3
0.813
5SRR12202430
bladder-landscape@3
0.806
6MNG641
mng-umap@100
0.790
7DRR168591
bladder-landscape@3
0.782
8BS_QXKRN6CR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.771
9R137
bladder-landscape@3
0.764
1048507_S107
lung-landscapes@6
cohortMD10.758

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
FATTY_ACID_METABOLISM0.328Inavolisib— uncovered
E2F_TARGETS0.325Inavolisib— uncovered
PROTEIN_SECRETION0.310Remibrutinib— uncovered
OXIDATIVE_PHOSPHORYLATION0.299Remibrutinib— uncovered
MTORC1_SIGNALING0.294Inavolisib— uncovered
G2M_CHECKPOINT0.283Inavolisib— uncovered
NOTCH_SIGNALING0.230Inavolisib— uncovered
MYC_TARGETS_V10.216Inavolisib— uncovered
MITOTIC_SPINDLE0.208Inavolisib— uncovered
BILE_ACID_METABOLISM0.173Inavolisib— uncovered
ANDROGEN_RESPONSE0.164Inavolisib— uncovered
PANCREAS_BETA_CELLS0.138Cobimetinib— uncovered
SPERMATOGENESIS0.123Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.109Remibrutinib— uncovered
UV_RESPONSE_DN0.099Inavolisib— uncovered
HEME_METABOLISM0.093Temsirolimus— uncovered
INTERFERON_ALPHA_RESPONSE0.090Inavolisib— uncovered
PEROXISOME0.081Idelalisib— uncovered
ADIPOGENESIS0.068Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.027Inavolisib— uncovered