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

BS_45J79YTF

high-grade glioma

9241e295-f5b7-5ad2-912c-1489eb70f4aa

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
7.293035479632063
age_years
4.986
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

  • E2F_TARGETS+0.601
  • G2M_CHECKPOINT+0.582
  • MYC_TARGETS_V1+0.402
  • MYC_TARGETS_V2+0.349
  • MITOTIC_SPINDLE+0.303
  • PANCREAS_BETA_CELLS+0.255
  • DNA_REPAIR+0.125
  • SPERMATOGENESIS+0.118
  • UNFOLDED_PROTEIN_RESPONSE+0.085
  • WNT_BETA_CATENIN_SIGNALING+0.009

Top 10 suppressed

  • INTERFERON_ALPHA_RESPONSE-0.509
  • INTERFERON_GAMMA_RESPONSE-0.467
  • TNFA_SIGNALING_VIA_NFKB-0.427
  • ALLOGRAFT_REJECTION-0.410
  • IL6_JAK_STAT3_SIGNALING-0.397
  • APOPTOSIS-0.394
  • BILE_ACID_METABOLISM-0.393
  • INFLAMMATORY_RESPONSE-0.384
  • TGF_BETA_SIGNALING-0.383
  • ANGIOGENESIS-0.356

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.

0 twins match this tumor's tissue · 10 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_3F5PR9GS
brain-umap@2
medulloblastoma0.967
2BS_AM70R8RG
brain-umap@2
medulloblastoma0.964
3BS_BVSW4GTG
brain-umap@2
medulloblastoma0.961
4BS_FCAKKZ20
brain-umap@2
medulloblastoma0.960
5BS_7XQRH69M
brain-umap@2
medulloblastoma0.959
6BS_W644VEVE
brain-umap@2
medulloblastoma0.958
7BS_09Z7TC35
brain-umap@2
medulloblastoma0.954
8BS_FBJ5Q54N
brain-umap@2
Embryonal tumors0.952
9BS_7C40TRCY
brain-umap@2
medulloblastoma0.950
10BS_TYAYZ9ZW
brain-umap@2
medulloblastoma0.950

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.601Inavolisib— uncovered
G2M_CHECKPOINT0.582Inavolisib— uncovered
MYC_TARGETS_V10.402Inavolisib— uncovered
MYC_TARGETS_V20.349Idelalisib— uncovered
MITOTIC_SPINDLE0.303Inavolisib— uncovered
PANCREAS_BETA_CELLS0.255Cobimetinib— uncovered
DNA_REPAIR0.125Idelalisib— uncovered
SPERMATOGENESIS0.118Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.085Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.009Inavolisib— uncovered