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

BS_42DY6WS7

pilocytic astrocytoma

e6a9495a-16c6-5c23-8779-b02a5f0ffb93

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
age_years
4.425
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

  • PROTEIN_SECRETION+0.370
  • INTERFERON_ALPHA_RESPONSE+0.325
  • ANDROGEN_RESPONSE+0.302
  • BILE_ACID_METABOLISM+0.233
  • ADIPOGENESIS+0.227
  • INTERFERON_GAMMA_RESPONSE+0.212
  • CHOLESTEROL_HOMEOSTASIS+0.202
  • MYOGENESIS+0.201
  • TGF_BETA_SIGNALING+0.174
  • FATTY_ACID_METABOLISM+0.168

Top 10 suppressed

  • E2F_TARGETS-0.526
  • G2M_CHECKPOINT-0.468
  • MYC_TARGETS_V1-0.386
  • MYC_TARGETS_V2-0.378
  • PANCREAS_BETA_CELLS-0.299
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.260
  • MTORC1_SIGNALING-0.228
  • UV_RESPONSE_UP-0.172
  • UNFOLDED_PROTEIN_RESPONSE-0.161
  • GLYCOLYSIS-0.156

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_5PV5N4HQ
brain-umap@2
pilocytic astrocytoma0.892
2BS_66ABA973
brain-umap@2
pilocytic astrocytoma0.879
3BS_CTR5X93B
brain-umap@2
pilocytic astrocytoma0.864
4BS_3Q0GTSYH
brain-umap@2
pilocytic astrocytoma0.861
5BS_A13BMEF5
brain-umap@2
low-grade glioma0.848
6BS_H3FE3TH9
brain-umap@2
pilocytic astrocytoma0.847
7BS_9SJWWYQ4
brain-umap@2
pilocytic astrocytoma0.846
8BS_GHNJ4CYC
brain-umap@2
low-grade glioma0.844
9BS_Y0PCBNJV
brain-umap@2
pilocytic astrocytoma0.841
10BS_JVA2NQFF
brain-umap@2
pilocytic astrocytoma0.819

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.370Remibrutinib— uncovered
INTERFERON_ALPHA_RESPONSE0.325Inavolisib— uncovered
ANDROGEN_RESPONSE0.302Inavolisib— uncovered
BILE_ACID_METABOLISM0.233Inavolisib— uncovered
ADIPOGENESIS0.227Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.212Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.202Remibrutinib— uncovered
MYOGENESIS0.201Inavolisib— uncovered
TGF_BETA_SIGNALING0.174Inavolisib— uncovered
FATTY_ACID_METABOLISM0.168Inavolisib— uncovered
ALLOGRAFT_REJECTION0.160Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.154Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.148Idelalisib— uncovered
P53_PATHWAY0.138Idelalisib— uncovered
UV_RESPONSE_DN0.136Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.131Inavolisib— uncovered
HEME_METABOLISM0.122Temsirolimus— uncovered
KRAS_SIGNALING_UP0.118Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.116Remibrutinib— uncovered
APICAL_SURFACE0.108Temsirolimus— uncovered