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

BS_7Z93ZYMS

pilocytic astrocytoma

00e86c85-52f6-5c52-83bf-3ec9c019b9a2

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
2.592
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

  • INTERFERON_ALPHA_RESPONSE+0.645
  • INTERFERON_GAMMA_RESPONSE+0.574
  • CHOLESTEROL_HOMEOSTASIS+0.536
  • ALLOGRAFT_REJECTION+0.497
  • IL6_JAK_STAT3_SIGNALING+0.447
  • PROTEIN_SECRETION+0.407
  • ANDROGEN_RESPONSE+0.378
  • COMPLEMENT+0.335
  • MYOGENESIS+0.330
  • INFLAMMATORY_RESPONSE+0.325

Top 10 suppressed

  • E2F_TARGETS-0.517
  • G2M_CHECKPOINT-0.478
  • MYC_TARGETS_V2-0.453
  • MYC_TARGETS_V1-0.369
  • DNA_REPAIR-0.289
  • WNT_BETA_CATENIN_SIGNALING-0.270
  • SPERMATOGENESIS-0.218
  • UV_RESPONSE_UP-0.178
  • MITOTIC_SPINDLE-0.173
  • UNFOLDED_PROTEIN_RESPONSE-0.095

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.933
2BS_X16PENSA
brain-umap@2
pilocytic astrocytoma0.921
3BS_V89HGTET
brain-umap@2
pilocytic astrocytoma0.918
4BS_V3REENH9
brain-umap@2
pilocytic astrocytoma0.912
5BS_NRPG5K4K
brain-umap@2
low-grade glioma0.912
6BS_MF9X3PKH
brain-umap@2
low-grade glioma0.904
7BS_3W07B2TG
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.902
8BS_014EVM2D
brain-umap@2
low-grade glioma0.901
9BS_Z7Y2466H
brain-umap@2
pilocytic astrocytoma0.897
10BS_F8N6CFQE
brain-umap@2
low-grade glioma0.897

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
INTERFERON_ALPHA_RESPONSE0.645Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.574Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.536Remibrutinib— uncovered
ALLOGRAFT_REJECTION0.497Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.447Inavolisib— uncovered
PROTEIN_SECRETION0.407Remibrutinib— uncovered
ANDROGEN_RESPONSE0.378Inavolisib— uncovered
COMPLEMENT0.335Inavolisib— uncovered
MYOGENESIS0.330Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.325Idelalisib— uncovered
IL2_STAT5_SIGNALING0.315Idelalisib— uncovered
ADIPOGENESIS0.283Inavolisib— uncovered
TGF_BETA_SIGNALING0.264Inavolisib— uncovered
APOPTOSIS0.231Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.226Inavolisib— uncovered
FATTY_ACID_METABOLISM0.224Inavolisib— uncovered
HEDGEHOG_SIGNALING0.216Inavolisib— uncovered
KRAS_SIGNALING_UP0.209Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.193Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.182Inavolisib— uncovered