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

BS_NRPG5K4K

low-grade glioma

d5d11bbd-d58a-5135-930e-bd059831c955

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
58.04862023653088
age_years
3.723
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

  • INTERFERON_ALPHA_RESPONSE+0.503
  • INTERFERON_GAMMA_RESPONSE+0.494
  • ALLOGRAFT_REJECTION+0.431
  • CHOLESTEROL_HOMEOSTASIS+0.427
  • INFLAMMATORY_RESPONSE+0.425
  • TNFA_SIGNALING_VIA_NFKB+0.424
  • IL6_JAK_STAT3_SIGNALING+0.417
  • COAGULATION+0.411
  • IL2_STAT5_SIGNALING+0.371
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.370

Top 10 suppressed

  • E2F_TARGETS-0.538
  • MYC_TARGETS_V2-0.478
  • G2M_CHECKPOINT-0.470
  • MYC_TARGETS_V1-0.417
  • DNA_REPAIR-0.273
  • SPERMATOGENESIS-0.191
  • OXIDATIVE_PHOSPHORYLATION-0.157
  • MITOTIC_SPINDLE-0.149
  • PANCREAS_BETA_CELLS-0.132
  • WNT_BETA_CATENIN_SIGNALING-0.010

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.

3 twins match this tumor's tissue · 7 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_V89HGTET
brain-umap@2
pilocytic astrocytoma0.979
2BS_M4TTKPNR
brain-umap@2
pilocytic astrocytoma0.962
3BS_HC5M8JTC
brain-umap@2
low-grade glioma0.953
4BS_GWCRMKE6
brain-umap@2
pilocytic astrocytoma0.953
5BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.950
6BS_MF9X3PKH
brain-umap@2
low-grade glioma0.948
7BS_X16PENSA
brain-umap@2
pilocytic astrocytoma0.946
8BS_V3REENH9
brain-umap@2
pilocytic astrocytoma0.945
9BS_014EVM2D
brain-umap@2
low-grade glioma0.944
10BS_GYXSDZ56
brain-umap@2
pilocytic astrocytoma0.944

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.503Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.494Idelalisib— uncovered
ALLOGRAFT_REJECTION0.431Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.427Remibrutinib— uncovered
INFLAMMATORY_RESPONSE0.425Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.424Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.417Inavolisib— uncovered
COAGULATION0.411Binimetinib— uncovered
IL2_STAT5_SIGNALING0.371Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.370Inavolisib— uncovered
APICAL_SURFACE0.347Temsirolimus— uncovered
APOPTOSIS0.339Idelalisib— uncovered
COMPLEMENT0.317Inavolisib— uncovered
MYOGENESIS0.313Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.312Inavolisib— uncovered
ADIPOGENESIS0.311Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.311Inavolisib— uncovered
KRAS_SIGNALING_UP0.305Inavolisib— uncovered
PROTEIN_SECRETION0.305Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.302Inavolisib— uncovered