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

BS_4Z2F4P9N

pilocytic astrocytoma

9ea16f3b-a542-5a15-8c64-2319edd9b943

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
0.863
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+0.596
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.568
  • IL6_JAK_STAT3_SIGNALING+0.558
  • COAGULATION+0.475
  • INFLAMMATORY_RESPONSE+0.458
  • ALLOGRAFT_REJECTION+0.449
  • INTERFERON_GAMMA_RESPONSE+0.449
  • INTERFERON_ALPHA_RESPONSE+0.442
  • COMPLEMENT+0.430
  • TNFA_SIGNALING_VIA_NFKB+0.430

Top 10 suppressed

  • SPERMATOGENESIS-0.297
  • PANCREAS_BETA_CELLS-0.282
  • E2F_TARGETS-0.205
  • G2M_CHECKPOINT-0.201
  • HEME_METABOLISM-0.131
  • MITOTIC_SPINDLE-0.067
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.041
  • PEROXISOME-0.030
  • BILE_ACID_METABOLISM-0.029
  • KRAS_SIGNALING_DN-0.008

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_77CDMEY4
brain-umap@2
Ganglioglioma0.920
2BS_06AMMCXR
brain-umap@2
low-grade glioma0.916
3BS_DEHJF4C7
brain-umap@2
low-grade glioma0.913
4BS_EN2VK7NY
brain-umap@2
low-grade glioma0.908
5BS_N1E0H8YQ
brain-umap@2
low-grade glioma0.899
6BS_4T0HPZDC
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.898
7BS_2YCJV2VV
brain-umap@2
low-grade glioma0.897
8BS_HX0S30NE
brain-umap@2
pilocytic astrocytoma0.895
9A3874F0D-53A9-43C8-87EE-65C12C0F8135
brain-umap@2
0.888
10BS_WRHDP7WF
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.883

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
ANGIOGENESIS0.596Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.568Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.558Inavolisib— uncovered
COAGULATION0.475Binimetinib— uncovered
INFLAMMATORY_RESPONSE0.458Idelalisib— uncovered
ALLOGRAFT_REJECTION0.449Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.449Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.442Inavolisib— uncovered
COMPLEMENT0.430Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.430Inavolisib— uncovered
IL2_STAT5_SIGNALING0.417Idelalisib— uncovered
KRAS_SIGNALING_UP0.414Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.401Remibrutinib— uncovered
XENOBIOTIC_METABOLISM0.384Inavolisib— uncovered
ANDROGEN_RESPONSE0.383Inavolisib— uncovered
HEDGEHOG_SIGNALING0.370Inavolisib— uncovered
P53_PATHWAY0.369Idelalisib— uncovered
TGF_BETA_SIGNALING0.364Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.358Inavolisib— uncovered
APOPTOSIS0.337Idelalisib— uncovered