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

BS_2EMW8ZG3

low-grade glioma

593521d1-c7ce-503d-8a25-1cabc5007231

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
0.8541392904073587
age_years
13.079
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

  • OXIDATIVE_PHOSPHORYLATION+0.531
  • ADIPOGENESIS+0.431
  • BILE_ACID_METABOLISM+0.425
  • PROTEIN_SECRETION+0.415
  • NOTCH_SIGNALING+0.403
  • FATTY_ACID_METABOLISM+0.378
  • INTERFERON_ALPHA_RESPONSE+0.375
  • INTERFERON_GAMMA_RESPONSE+0.371
  • XENOBIOTIC_METABOLISM+0.336
  • COMPLEMENT+0.301

Top 10 suppressed

  • G2M_CHECKPOINT-0.458
  • E2F_TARGETS-0.441
  • MYC_TARGETS_V2-0.304
  • MYC_TARGETS_V1-0.230
  • MITOTIC_SPINDLE-0.222
  • SPERMATOGENESIS-0.155
  • UNFOLDED_PROTEIN_RESPONSE-0.140
  • TGF_BETA_SIGNALING-0.127
  • DNA_REPAIR-0.100
  • WNT_BETA_CATENIN_SIGNALING-0.063

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.

4 twins match this tumor's tissue · 6 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1SRR15030885
colon-landscapes@1
0.872
2BS_FJZPQZ2C
brain-umap@2
pleomorphic xanthoastrocytoma(PXA)0.870
3BS_8Z3SCKB5
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.866
4SRR8518286
breast-umap@18
F0.866
5BS_3W07B2TG
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.865
6BS_HV8PFRBR
brain-umap@2
pilocytic astrocytoma0.857
7BS_F4E8R9VY
brain-umap@2
Ganglioglioma0.856
8BS_X16PENSA
brain-umap@2
pilocytic astrocytoma0.855
96E2BE9AA-5DB6-45A4-80E0-C20F074C6CE6
brain-umap@2
0.854
10BS_T4JFN54G
brain-umap@2
low-grade glioma0.849

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.531Remibrutinib— uncovered
ADIPOGENESIS0.431Inavolisib— uncovered
BILE_ACID_METABOLISM0.425Inavolisib— uncovered
PROTEIN_SECRETION0.415Remibrutinib— uncovered
NOTCH_SIGNALING0.403Inavolisib— uncovered
FATTY_ACID_METABOLISM0.378Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.375Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.371Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.336Inavolisib— uncovered
COMPLEMENT0.301Inavolisib— uncovered
ANDROGEN_RESPONSE0.268Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.254Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.246Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.242Inavolisib— uncovered
PEROXISOME0.241Idelalisib— uncovered
HEME_METABOLISM0.239Temsirolimus— uncovered
APOPTOSIS0.237Idelalisib— uncovered
MTORC1_SIGNALING0.233Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.227Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.225Inavolisib— uncovered