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

BS_A13BMEF5

low-grade glioma

6c75c0c3-ce46-5ba0-93c5-61072c4b3f9c

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
4.270696452036794
age_years
3.934
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+0.384
  • CHOLESTEROL_HOMEOSTASIS+0.338
  • PROTEIN_SECRETION+0.293
  • INTERFERON_GAMMA_RESPONSE+0.266
  • ADIPOGENESIS+0.254
  • MYOGENESIS+0.246
  • BILE_ACID_METABOLISM+0.200
  • FATTY_ACID_METABOLISM+0.176
  • UV_RESPONSE_DN+0.170
  • NOTCH_SIGNALING+0.167

Top 10 suppressed

  • MYC_TARGETS_V2-0.517
  • E2F_TARGETS-0.495
  • G2M_CHECKPOINT-0.448
  • MYC_TARGETS_V1-0.424
  • PANCREAS_BETA_CELLS-0.366
  • ANGIOGENESIS-0.325
  • UV_RESPONSE_UP-0.281
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.249
  • TNFA_SIGNALING_VIA_NFKB-0.249
  • HYPOXIA-0.226

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_42DY6WS7
brain-umap@2
pilocytic astrocytoma0.848
2BS_55P8HPYD
brain-umap@2
pilocytic astrocytoma0.846
3BS_66ABA973
brain-umap@2
pilocytic astrocytoma0.832
4BS_PEP9NZXN
brain-umap@2
low-grade glioma0.809
5BS_Z6BWR941
brain-umap@2
low-grade glioma0.806
6BS_52DAPP1Y
brain-umap@2
low-grade glioma0.797
7C3N-00223
lung-landscapes@6
cohortA10.788
8BS_H3FE3TH9
brain-umap@2
pilocytic astrocytoma0.786
9f7683b51.cca9.4079.9e34.b9a4fdd27d85
lung-landscapes@6
cohortA10.777
10BS_JKXA3FQC
brain-umap@2
low-grade glioma0.763

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.384Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.338Remibrutinib— uncovered
PROTEIN_SECRETION0.293Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.266Idelalisib— uncovered
ADIPOGENESIS0.254Inavolisib— uncovered
MYOGENESIS0.246Inavolisib— uncovered
BILE_ACID_METABOLISM0.200Inavolisib— uncovered
FATTY_ACID_METABOLISM0.176Inavolisib— uncovered
UV_RESPONSE_DN0.170Inavolisib— uncovered
NOTCH_SIGNALING0.167Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.155Remibrutinib— uncovered
PEROXISOME0.139Idelalisib— uncovered
APICAL_SURFACE0.087Temsirolimus— uncovered
APICAL_JUNCTION0.077Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.068Inavolisib— uncovered
ANDROGEN_RESPONSE0.027Inavolisib— uncovered
HEDGEHOG_SIGNALING0.024Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.006Inavolisib— uncovered