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

BS_PN2CE34A

low-grade glioma

ff3d1f2b-3e30-50f7-a883-84774a651953

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
low-grade glioma
cancer_type_detailed
subtype
cancer_type
low-grade glioma
overall_survival_months
20.49934296977661
age_years
5.362
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

  • MYOGENESIS+0.298
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.204
  • HYPOXIA+0.174
  • MYC_TARGETS_V2+0.152
  • KRAS_SIGNALING_DN+0.132
  • COAGULATION+0.104
  • APICAL_JUNCTION+0.085
  • P53_PATHWAY+0.077
  • IL2_STAT5_SIGNALING+0.065
  • ALLOGRAFT_REJECTION+0.053

Top 10 suppressed

  • PROTEIN_SECRETION-0.498
  • MYC_TARGETS_V1-0.478
  • ANDROGEN_RESPONSE-0.440
  • MTORC1_SIGNALING-0.413
  • E2F_TARGETS-0.404
  • OXIDATIVE_PHOSPHORYLATION-0.383
  • G2M_CHECKPOINT-0.370
  • PANCREAS_BETA_CELLS-0.316
  • CHOLESTEROL_HOMEOSTASIS-0.307
  • HEDGEHOG_SIGNALING-0.262

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
1R33
bladder-landscape@3
0.817
2BS_G5QBBHDV
brain-umap@2
low-grade glioma0.802
3MNG779
mng-umap@100
0.792
4MNG656
mng-umap@100
0.792
5MNG1087
mng-umap@100
0.788
6SRR8942953
bladder-landscape@3
0.782
7BS_77317DY4
medullo-epn-umap@date-based
MedMedulloblastoma0.774
8MNG655
mng-umap@100
0.768
9BS_0XEG6SNV
brain-umap@2
Supratentorial Ependymoma0.761
10R76
bladder-landscape@3
0.755

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYOGENESIS0.298Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.204Inavolisib— uncovered
HYPOXIA0.174Idelalisib— uncovered
MYC_TARGETS_V20.152Idelalisib— uncovered
KRAS_SIGNALING_DN0.132Remibrutinib— uncovered
COAGULATION0.104Binimetinib— uncovered
APICAL_JUNCTION0.085Inavolisib— uncovered
P53_PATHWAY0.077Idelalisib— uncovered
IL2_STAT5_SIGNALING0.065Idelalisib— uncovered
ALLOGRAFT_REJECTION0.053Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.044Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.016Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.012Inavolisib— uncovered