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

BS_4A45GGSW

pilocytic astrocytoma

e5b961b4-099d-5e4b-8bfc-6bb57a14ee50

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
47.56898817345598
age_years
13.025
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

  • ANGIOGENESIS+0.551
  • PROTEIN_SECRETION+0.550
  • TGF_BETA_SIGNALING+0.465
  • HYPOXIA+0.404
  • ADIPOGENESIS+0.378
  • IL6_JAK_STAT3_SIGNALING+0.362
  • P53_PATHWAY+0.346
  • GLYCOLYSIS+0.336
  • ANDROGEN_RESPONSE+0.326
  • COMPLEMENT+0.321

Top 10 suppressed

  • E2F_TARGETS-0.435
  • G2M_CHECKPOINT-0.355
  • MYC_TARGETS_V2-0.250
  • PANCREAS_BETA_CELLS-0.226
  • KRAS_SIGNALING_DN-0.186
  • MYC_TARGETS_V1-0.183
  • SPERMATOGENESIS-0.173
  • DNA_REPAIR-0.023
  • WNT_BETA_CATENIN_SIGNALING-0.017
  • MITOTIC_SPINDLE+0.004

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_42Y3YANN
brain-umap@2
pilocytic astrocytoma0.928
2BS_BKQZ550R
brain-umap@2
pilocytic astrocytoma0.926
3BS_Q79NP5YY
brain-umap@2
pilocytic astrocytoma0.923
4BS_FJWZ3M7V
brain-umap@2
low-grade glioma0.903
5BS_SDZY6RZ3
brain-umap@2
pilocytic astrocytoma0.902
6BS_N1E0H8YQ
brain-umap@2
low-grade glioma0.896
7BS_T0RKFEKR
brain-umap@2
pilocytic astrocytoma0.892
8BS_T4JFN54G
brain-umap@2
low-grade glioma0.892
9BS_49852ZBH
brain-umap@2
pilocytic astrocytoma0.885
10BS_2YCJV2VV
brain-umap@2
low-grade glioma0.884

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ANGIOGENESIS0.551Remibrutinib— uncovered
PROTEIN_SECRETION0.550Remibrutinib— uncovered
TGF_BETA_SIGNALING0.465Inavolisib— uncovered
HYPOXIA0.404Idelalisib— uncovered
ADIPOGENESIS0.378Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.362Inavolisib— uncovered
P53_PATHWAY0.346Idelalisib— uncovered
GLYCOLYSIS0.336Inavolisib— uncovered
ANDROGEN_RESPONSE0.326Inavolisib— uncovered
COMPLEMENT0.321Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.317Inavolisib— uncovered
COAGULATION0.315Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.315Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.315Remibrutinib— uncovered
MYOGENESIS0.308Inavolisib— uncovered
KRAS_SIGNALING_UP0.307Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.307Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.296Idelalisib— uncovered
HEME_METABOLISM0.284Temsirolimus— uncovered
INFLAMMATORY_RESPONSE0.284Idelalisib— uncovered