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

BS_47SJZ3PH

low-grade glioma

8a1cdd1b-567c-521a-a40e-2f045d4ab887

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
low-grade glioma
cancer_type_detailed
subtype
cancer_type
low-grade glioma
overall_survival_months
77.29960578186596
age_years
15.356
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

  • ALLOGRAFT_REJECTION+0.486
  • INTERFERON_GAMMA_RESPONSE+0.426
  • IL6_JAK_STAT3_SIGNALING+0.420
  • INTERFERON_ALPHA_RESPONSE+0.419
  • COAGULATION+0.387
  • ANDROGEN_RESPONSE+0.379
  • COMPLEMENT+0.378
  • ANGIOGENESIS+0.375
  • PROTEIN_SECRETION+0.362
  • BILE_ACID_METABOLISM+0.357

Top 10 suppressed

  • E2F_TARGETS-0.457
  • G2M_CHECKPOINT-0.452
  • MYC_TARGETS_V2-0.431
  • MYC_TARGETS_V1-0.400
  • OXIDATIVE_PHOSPHORYLATION-0.247
  • DNA_REPAIR-0.230
  • PANCREAS_BETA_CELLS-0.218
  • UV_RESPONSE_UP-0.190
  • WNT_BETA_CATENIN_SIGNALING-0.180
  • SPERMATOGENESIS-0.169

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.

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

#SampleCancer typeSubtypecos similarity
1BS_BC936YNZ
brain-umap@2
pilocytic astrocytoma0.926
2BS_Z7Y2466H
brain-umap@2
pilocytic astrocytoma0.914
3BS_MY9D8XZ1
brain-umap@2
pilocytic astrocytoma0.907
4SRR1346813
brain-umap@2
GTEX0.904
5BS_2ADZNNV4
brain-umap@2
pilocytic astrocytoma0.900
6BS_JWSR581E
brain-umap@2
low-grade glioma0.897
7BS_S4V9E1XJ
brain-umap@2
pilocytic astrocytoma0.893
8BS_F8N6CFQE
brain-umap@2
low-grade glioma0.889
9BS_AP0SZ364
brain-umap@2
low-grade glioma0.889
10BS_4HQ3T2NC
brain-umap@2
pilocytic astrocytoma0.888

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
ALLOGRAFT_REJECTION0.486Idelalisib— uncovered
INTERFERON_GAMMA_RESPONSE0.426Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.420Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.419Inavolisib— uncovered
COAGULATION0.387Binimetinib— uncovered
ANDROGEN_RESPONSE0.379Inavolisib— uncovered
COMPLEMENT0.378Inavolisib— uncovered
ANGIOGENESIS0.375Remibrutinib— uncovered
PROTEIN_SECRETION0.362Remibrutinib— uncovered
BILE_ACID_METABOLISM0.357Inavolisib— uncovered
P53_PATHWAY0.357Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.348Idelalisib— uncovered
KRAS_SIGNALING_UP0.348Inavolisib— uncovered
IL2_STAT5_SIGNALING0.339Idelalisib— uncovered
FATTY_ACID_METABOLISM0.317Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.293Remibrutinib— uncovered
UV_RESPONSE_DN0.291Inavolisib— uncovered
APOPTOSIS0.234Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.225Inavolisib— uncovered
XENOBIOTIC_METABOLISM0.222Inavolisib— uncovered