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

BS_T55Y4Z0Y

low-grade glioma

ee5d3dd9-095a-5b04-a7d0-2e1eb5fe5393

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
age_years
1.016
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+0.549
  • COAGULATION+0.525
  • INTERFERON_GAMMA_RESPONSE+0.520
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.511
  • INFLAMMATORY_RESPONSE+0.500
  • ALLOGRAFT_REJECTION+0.476
  • IL6_JAK_STAT3_SIGNALING+0.465
  • MYOGENESIS+0.464
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.453
  • TNFA_SIGNALING_VIA_NFKB+0.436

Top 10 suppressed

  • E2F_TARGETS-0.594
  • G2M_CHECKPOINT-0.548
  • MYC_TARGETS_V1-0.520
  • MYC_TARGETS_V2-0.283
  • DNA_REPAIR-0.281
  • PROTEIN_SECRETION-0.263
  • MITOTIC_SPINDLE-0.234
  • UNFOLDED_PROTEIN_RESPONSE-0.219
  • OXIDATIVE_PHOSPHORYLATION-0.151
  • SPERMATOGENESIS-0.151

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_24AHZ9ZW
brain-umap@2
low-grade glioma0.972
2BS_478TN841
brain-umap@2
Ganglioglioma0.956
3BS_4BWB0FA0
brain-umap@2
low-grade glioma0.954
4BS_EFEZB0ZH
brain-umap@2
low-grade glioma0.954
5BS_769BDPDB
brain-umap@2
pilocytic astrocytoma0.948
6MDT-AP-0384
medullo-epn-umap@date-based
MedMedulloblastoma0.948
7BS_D3YBV7KB
brain-umap@2
low-grade glioma0.947
8SAMN03290926
melanoma-umap@29
0.943
9BS_S9929Z8B
brain-umap@2
Ganglioglioma0.941
10s_150203_1a
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.937

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.549Inavolisib— uncovered
COAGULATION0.525Binimetinib— uncovered
INTERFERON_GAMMA_RESPONSE0.520Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.511Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.500Idelalisib— uncovered
ALLOGRAFT_REJECTION0.476Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.465Inavolisib— uncovered
MYOGENESIS0.464Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.453Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.436Inavolisib— uncovered
ESTROGEN_RESPONSE_EARLY0.403Inavolisib— uncovered
IL2_STAT5_SIGNALING0.401Idelalisib— uncovered
COMPLEMENT0.394Inavolisib— uncovered
APICAL_JUNCTION0.390Inavolisib— uncovered
ANGIOGENESIS0.358Remibrutinib— uncovered
APOPTOSIS0.358Idelalisib— uncovered
APICAL_SURFACE0.354Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.351Idelalisib— uncovered
HYPOXIA0.344Idelalisib— uncovered
KRAS_SIGNALING_DN0.319Remibrutinib— uncovered