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

BS_6VPKXXMR

high-grade glioma

fbe3ee01-f777-50bd-aff8-625144d37a19

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

  • E2F_TARGETS+0.615
  • MYC_TARGETS_V1+0.496
  • G2M_CHECKPOINT+0.487
  • MTORC1_SIGNALING+0.367
  • OXIDATIVE_PHOSPHORYLATION+0.357
  • MYC_TARGETS_V2+0.352
  • DNA_REPAIR+0.310
  • UNFOLDED_PROTEIN_RESPONSE+0.308
  • PROTEIN_SECRETION+0.259
  • SPERMATOGENESIS+0.179

Top 10 suppressed

  • HEDGEHOG_SIGNALING-0.424
  • APICAL_SURFACE-0.371
  • ESTROGEN_RESPONSE_EARLY-0.347
  • MYOGENESIS-0.322
  • ESTROGEN_RESPONSE_LATE-0.308
  • P53_PATHWAY-0.287
  • IL2_STAT5_SIGNALING-0.282
  • UV_RESPONSE_DN-0.280
  • KRAS_SIGNALING_DN-0.273
  • ALLOGRAFT_REJECTION-0.271

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
1BS_052PZFMK
brain-umap@2
high-grade glioma0.886
2BS_YBJBSRHV
brain-umap@2
Embryonal tumors0.882
35712498e-366d-4b30-b131-ae7209d59842
colon-landscapes@1
0.860
445a758dc-af09-48d3-8cd2-15232593f385
colon-landscapes@1
0.856
5BS_A0DYVX9J
brain-umap@2
high-grade glioma0.849
6SRR12475130
colon-landscapes@1
0.849
7c6e243ee-b2d9-408e-ac05-ccbcffa805ab
melanoma-umap@29
0.846
8SRR4195680
colon-landscapes@1
0.844
9BS_G23JJAZY
medullo-epn-umap@date-based
EPNSupratentorial EPN0.839
10MNG1178
mng-umap@100
0.839

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.615Inavolisib— uncovered
MYC_TARGETS_V10.496Inavolisib— uncovered
G2M_CHECKPOINT0.487Inavolisib— uncovered
MTORC1_SIGNALING0.367Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.357Remibrutinib— uncovered
MYC_TARGETS_V20.352Idelalisib— uncovered
DNA_REPAIR0.310Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.308Idelalisib— uncovered
PROTEIN_SECRETION0.259Remibrutinib— uncovered
SPERMATOGENESIS0.179Inavolisib— uncovered
FATTY_ACID_METABOLISM0.114Inavolisib— uncovered
MITOTIC_SPINDLE0.112Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.095Inavolisib— uncovered
COAGULATION0.089Binimetinib— uncovered
GLYCOLYSIS0.088Inavolisib— uncovered
NOTCH_SIGNALING0.087Inavolisib— uncovered
PEROXISOME0.074Idelalisib— uncovered
ANDROGEN_RESPONSE0.037Inavolisib— uncovered
ADIPOGENESIS0.027Inavolisib— uncovered
HYPOXIA0.026Idelalisib— uncovered