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

BS_SHMC4902

pilocytic astrocytoma

8357c5e8-0e4f-524c-ae0c-6c0b5c974a3f

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
1.745
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+0.470
  • IL6_JAK_STAT3_SIGNALING+0.404
  • CHOLESTEROL_HOMEOSTASIS+0.386
  • ADIPOGENESIS+0.378
  • TGF_BETA_SIGNALING+0.375
  • INTERFERON_ALPHA_RESPONSE+0.358
  • OXIDATIVE_PHOSPHORYLATION+0.358
  • INTERFERON_GAMMA_RESPONSE+0.343
  • COMPLEMENT+0.287
  • HEDGEHOG_SIGNALING+0.282

Top 10 suppressed

  • E2F_TARGETS-0.428
  • G2M_CHECKPOINT-0.419
  • PANCREAS_BETA_CELLS-0.257
  • SPERMATOGENESIS-0.198
  • MYC_TARGETS_V1-0.120
  • KRAS_SIGNALING_DN-0.103
  • MYC_TARGETS_V2-0.098
  • MITOTIC_SPINDLE-0.084
  • ESTROGEN_RESPONSE_LATE-0.052
  • APICAL_SURFACE-0.024

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_BKQZ550R
brain-umap@2
pilocytic astrocytoma0.939
2BS_49852ZBH
brain-umap@2
pilocytic astrocytoma0.910
3BS_T4JFN54G
brain-umap@2
low-grade glioma0.908
4BS_T1W4JA94
brain-umap@2
pilocytic astrocytoma0.896
5BS_0J9SHHSC
brain-umap@2
low-grade glioma0.893
6BS_S50KQEXV
brain-umap@2
low-grade glioma0.892
7BS_FJWZ3M7V
brain-umap@2
low-grade glioma0.892
8BS_S1KK7XRH
brain-umap@2
low-grade glioma0.883
9BS_ZZMYDZJW
brain-umap@2
pilocytic astrocytoma0.882
10BS_MBSTWZA6
brain-umap@2
pilocytic astrocytoma0.882

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.470Remibrutinib— uncovered
IL6_JAK_STAT3_SIGNALING0.404Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.386Remibrutinib— uncovered
ADIPOGENESIS0.378Inavolisib— uncovered
TGF_BETA_SIGNALING0.375Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.358Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.358Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.343Idelalisib— uncovered
COMPLEMENT0.287Inavolisib— uncovered
HEDGEHOG_SIGNALING0.282Inavolisib— uncovered
ALLOGRAFT_REJECTION0.277Idelalisib— uncovered
ANDROGEN_RESPONSE0.253Inavolisib— uncovered
FATTY_ACID_METABOLISM0.249Inavolisib— uncovered
P53_PATHWAY0.232Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.228Idelalisib— uncovered
NOTCH_SIGNALING0.216Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.209Idelalisib— uncovered
MYOGENESIS0.205Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.200Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.193Inavolisib— uncovered