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

BS_JG9JZTA9

low-grade glioma

f1c518ee-900e-56d9-a2e2-1577750abd61

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
55.38764783180026
age_years
4.236
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

  • INTERFERON_ALPHA_RESPONSE+0.656
  • OXIDATIVE_PHOSPHORYLATION+0.629
  • INTERFERON_GAMMA_RESPONSE+0.572
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.560
  • ALLOGRAFT_REJECTION+0.527
  • IL6_JAK_STAT3_SIGNALING+0.518
  • ADIPOGENESIS+0.459
  • FATTY_ACID_METABOLISM+0.449
  • INFLAMMATORY_RESPONSE+0.395
  • MTORC1_SIGNALING+0.385

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.285
  • SPERMATOGENESIS-0.178
  • UV_RESPONSE_DN-0.130
  • HEDGEHOG_SIGNALING-0.106
  • MITOTIC_SPINDLE-0.099
  • KRAS_SIGNALING_DN-0.067
  • WNT_BETA_CATENIN_SIGNALING-0.060
  • NOTCH_SIGNALING-0.059
  • APICAL_JUNCTION-0.044
  • PANCREAS_BETA_CELLS-0.040

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
1SRR1078879
brain-umap@2
GTEX0.889
20E9EAAED-A9A2-41E7-AC3A-49E94C933432
brain-umap@2
0.887
33BCD8BE5-753D-43EF-B830-EA4356620A5C
brain-umap@2
0.884
4BS_8Z3SCKB5
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.884
5SJEPD031215_D1.RNA-Seq
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.878
6BS_M8WP5T16
brain-umap@2
low-grade glioma0.876
7BS_3TQSE8HF
brain-umap@2
subependymal giant cell astrocytoma(SEGA)0.875
85B9DEC62-3DC7-4DE2-8B20-3E191594FCB4
brain-umap@2
0.873
9SRR1369148
brain-umap@2
GTEX0.873
10SRR3147741
colon-landscapes@1
0.872

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_RESPONSE0.656Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.629Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.572Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.560Inavolisib— uncovered
ALLOGRAFT_REJECTION0.527Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.518Inavolisib— uncovered
ADIPOGENESIS0.459Inavolisib— uncovered
FATTY_ACID_METABOLISM0.449Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.395Idelalisib— uncovered
MTORC1_SIGNALING0.385Inavolisib— uncovered
COMPLEMENT0.381Inavolisib— uncovered
APOPTOSIS0.379Idelalisib— uncovered
PROTEIN_SECRETION0.374Remibrutinib— uncovered
HYPOXIA0.341Idelalisib— uncovered
XENOBIOTIC_METABOLISM0.340Inavolisib— uncovered
GLYCOLYSIS0.337Inavolisib— uncovered
P53_PATHWAY0.336Idelalisib— uncovered
COAGULATION0.333Binimetinib— uncovered
HEME_METABOLISM0.301Temsirolimus— uncovered
PI3K_AKT_MTOR_SIGNALING0.296Inavolisib— uncovered