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

BS_CGB2WS2A

pilocytic astrocytoma

07fb2942-9abf-5600-a9bd-f65d92eacd04

Score in workbench →

Clinical attributes

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

cancer_type
pilocytic astrocytoma
cancer_type_detailed
subtype
cancer_type
pilocytic astrocytoma
overall_survival_months
55.84756898817346
age_years
5.901
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

  • BILE_ACID_METABOLISM+0.308
  • ADIPOGENESIS+0.306
  • MYOGENESIS+0.286
  • HEME_METABOLISM+0.270
  • NOTCH_SIGNALING+0.267
  • KRAS_SIGNALING_DN+0.264
  • HEDGEHOG_SIGNALING+0.238
  • UV_RESPONSE_DN+0.234
  • PANCREAS_BETA_CELLS+0.223
  • XENOBIOTIC_METABOLISM+0.202

Top 10 suppressed

  • E2F_TARGETS-0.633
  • MYC_TARGETS_V1-0.611
  • MYC_TARGETS_V2-0.572
  • G2M_CHECKPOINT-0.540
  • UNFOLDED_PROTEIN_RESPONSE-0.372
  • DNA_REPAIR-0.355
  • MTORC1_SIGNALING-0.324
  • INTERFERON_ALPHA_RESPONSE-0.316
  • ALLOGRAFT_REJECTION-0.308
  • TNFA_SIGNALING_VIA_NFKB-0.297

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_VMMJYN8Z
brain-umap@2
Ganglioglioma0.889
2BS_ET8CJXSF
brain-umap@2
pilocytic astrocytoma0.887
3BS_SDA4RMMG
brain-umap@2
pilocytic astrocytoma0.870
4BS_CVGFNCBJ
brain-umap@2
low-grade glioma0.868
5TCGA-44-6776-01A-11R-1858-07
lung-landscapes@6
cohortA20.855
6SRR1356444
brain-umap@2
GTEX0.855
7TCGA-97-7547-01A-11R-2039-07
lung-landscapes@6
cohortA10.842
8BS_13CGKADW
brain-umap@2
pilocytic astrocytoma0.839
9BS_TMTV769C
brain-umap@2
low-grade glioma0.834
10SRR8518290
breast-umap@18
F0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
BILE_ACID_METABOLISM0.308Inavolisib— uncovered
ADIPOGENESIS0.306Inavolisib— uncovered
MYOGENESIS0.286Inavolisib— uncovered
HEME_METABOLISM0.270Temsirolimus— uncovered
NOTCH_SIGNALING0.267Inavolisib— uncovered
KRAS_SIGNALING_DN0.264Remibrutinib— uncovered
HEDGEHOG_SIGNALING0.238Inavolisib— uncovered
UV_RESPONSE_DN0.234Inavolisib— uncovered
PANCREAS_BETA_CELLS0.223Cobimetinib— uncovered
XENOBIOTIC_METABOLISM0.202Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.190Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.164Inavolisib— uncovered
APICAL_JUNCTION0.151Inavolisib— uncovered
PEROXISOME0.150Idelalisib— uncovered
PROTEIN_SECRETION0.145Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.140Inavolisib— uncovered
APICAL_SURFACE0.120Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.106Idelalisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.089Remibrutinib— uncovered
CHOLESTEROL_HOMEOSTASIS0.069Remibrutinib— uncovered