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

BS_4HQ3T2NC

pilocytic astrocytoma

9a9fb36d-7ecf-5eca-94ba-abe11133004d

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
14.09329829172142
age_years
7.86
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

  • INFLAMMATORY_RESPONSE+0.457
  • BILE_ACID_METABOLISM+0.441
  • CHOLESTEROL_HOMEOSTASIS+0.430
  • TGF_BETA_SIGNALING+0.419
  • PROTEIN_SECRETION+0.416
  • ALLOGRAFT_REJECTION+0.403
  • ANDROGEN_RESPONSE+0.397
  • IL6_JAK_STAT3_SIGNALING+0.380
  • KRAS_SIGNALING_UP+0.351
  • COMPLEMENT+0.350

Top 10 suppressed

  • E2F_TARGETS-0.566
  • G2M_CHECKPOINT-0.536
  • MYC_TARGETS_V1-0.533
  • MYC_TARGETS_V2-0.504
  • DNA_REPAIR-0.315
  • UNFOLDED_PROTEIN_RESPONSE-0.310
  • MITOTIC_SPINDLE-0.266
  • SPERMATOGENESIS-0.217
  • PANCREAS_BETA_CELLS-0.154
  • GLYCOLYSIS-0.104

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.

7 twins match this tumor's tissue · 3 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.937
2BS_K7MVS0Z7
brain-umap@2
pilocytic astrocytoma0.926
3BS_2ADZNNV4
brain-umap@2
pilocytic astrocytoma0.910
4BS_BC936YNZ
brain-umap@2
pilocytic astrocytoma0.907
5BS_3G3KWY18
brain-umap@2
low-grade glioma0.905
6BS_S50KQEXV
brain-umap@2
low-grade glioma0.902
7BS_NRPG5K4K
brain-umap@2
low-grade glioma0.900
8BS_RRAEQZ97
brain-umap@2
pilocytic astrocytoma0.900
9BS_Z0AVVB1V
brain-umap@2
pilocytic astrocytoma0.898
10BS_V89HGTET
brain-umap@2
pilocytic astrocytoma0.898

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INFLAMMATORY_RESPONSE0.457Idelalisib— uncovered
BILE_ACID_METABOLISM0.441Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.430Remibrutinib— uncovered
TGF_BETA_SIGNALING0.419Inavolisib— uncovered
PROTEIN_SECRETION0.416Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.403Idelalisib— uncovered
ANDROGEN_RESPONSE0.397Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.380Inavolisib— uncovered
KRAS_SIGNALING_UP0.351Inavolisib— uncovered
COMPLEMENT0.350Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.338Inavolisib— uncovered
ADIPOGENESIS0.336Inavolisib— uncovered
COAGULATION0.336Binimetinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.329Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.324Idelalisib— uncovered
IL2_STAT5_SIGNALING0.291Idelalisib— uncovered
MYOGENESIS0.284Inavolisib— uncovered
HEME_METABOLISM0.279Temsirolimus— uncovered
NOTCH_SIGNALING0.273Inavolisib— uncovered
UV_RESPONSE_DN0.266Inavolisib— uncovered