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

BS_D8N31T39

low-grade glioma

bc1ad4ae-3085-5ebb-8e57-9e35c5651ad9

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
44.283837056504595
age_years
0.378
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

  • MYC_TARGETS_V2+0.510
  • TNFA_SIGNALING_VIA_NFKB+0.466
  • ALLOGRAFT_REJECTION+0.451
  • IL6_JAK_STAT3_SIGNALING+0.448
  • ANGIOGENESIS+0.431
  • INTERFERON_GAMMA_RESPONSE+0.429
  • INFLAMMATORY_RESPONSE+0.414
  • COAGULATION+0.413
  • INTERFERON_ALPHA_RESPONSE+0.406
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.376

Top 10 suppressed

  • PROTEIN_SECRETION-0.216
  • SPERMATOGENESIS-0.161
  • UV_RESPONSE_DN-0.147
  • ANDROGEN_RESPONSE-0.126
  • TGF_BETA_SIGNALING-0.126
  • PANCREAS_BETA_CELLS-0.103
  • OXIDATIVE_PHOSPHORYLATION-0.062
  • HEDGEHOG_SIGNALING-0.055
  • KRAS_SIGNALING_DN-0.022
  • FATTY_ACID_METABOLISM+0.016

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.

8 twins match this tumor's tissue · 2 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-FD-A6TD-01A-51R-A33J-07
bladder-landscape@3
0.928
2BS_M85CXHDV
brain-umap@2
high-grade glioma0.904
325B5E54F-5858-454C-9B23-440A82450912
brain-umap@2
0.890
420050099.TNBC
breast-umap@18
D0.890
5TCGA-66-2765-01A-01R-0851-07
lung-landscapes@6
cohortSQ10.886
6MNG256
mng-umap@100
0.882
7MDT-AP-1106
medullo-epn-umap@date-based
MedMedulloblastoma0.879
85063882F-6377-4976-BB48-7275D46C44E6
brain-umap@2
0.879
953018DE1-9557-4181-A0F2-5200013F1CEA
brain-umap@2
0.878
10AE47BCDE-A2D2-43EF-8EC7-78E4D1817EEE
brain-umap@2
0.877

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.510Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.466Inavolisib— uncovered
ALLOGRAFT_REJECTION0.451Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.448Inavolisib— uncovered
ANGIOGENESIS0.431Remibrutinib— uncovered
INTERFERON_GAMMA_RESPONSE0.429Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.414Idelalisib— uncovered
COAGULATION0.413Binimetinib— uncovered
INTERFERON_ALPHA_RESPONSE0.406Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.376Inavolisib— uncovered
COMPLEMENT0.363Inavolisib— uncovered
E2F_TARGETS0.358Inavolisib— uncovered
APOPTOSIS0.319Idelalisib— uncovered
G2M_CHECKPOINT0.295Inavolisib— uncovered
P53_PATHWAY0.293Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.261Remibrutinib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.257Inavolisib— uncovered
MYC_TARGETS_V10.257Inavolisib— uncovered
GLYCOLYSIS0.244Inavolisib— uncovered
IL2_STAT5_SIGNALING0.239Idelalisib— uncovered