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

BS_G7AGNB5G

low-grade glioma

a762e5fa-8122-532f-8e0d-ec0211c07b3d

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
49.40867279894875
age_years
12.211
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+0.257
  • FATTY_ACID_METABOLISM+0.161
  • BILE_ACID_METABOLISM+0.152
  • WNT_BETA_CATENIN_SIGNALING+0.143
  • PEROXISOME+0.142
  • ADIPOGENESIS+0.138
  • MITOTIC_SPINDLE+0.108
  • NOTCH_SIGNALING+0.068
  • SPERMATOGENESIS+0.068
  • PROTEIN_SECRETION+0.053

Top 10 suppressed

  • ALLOGRAFT_REJECTION-0.494
  • IL6_JAK_STAT3_SIGNALING-0.490
  • TNFA_SIGNALING_VIA_NFKB-0.478
  • INFLAMMATORY_RESPONSE-0.401
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.400
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.394
  • APOPTOSIS-0.382
  • INTERFERON_GAMMA_RESPONSE-0.381
  • IL2_STAT5_SIGNALING-0.377
  • MYC_TARGETS_V2-0.372

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.

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

#SampleCancer typeSubtypecos similarity
1BS_FWMJPKCV
brain-umap@2
DNET0.921
2MBCProject_0004_T1_RNA
breast-umap@18
C0.870
3BS_A46RDWGM
brain-umap@2
low-grade glioma0.861
4BS_67Z63A2K
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.857
5BS_264RCK7G
brain-umap@2
DNET0.845
6DRR168589
bladder-landscape@3
0.840
7SJEPD031319_D1.RNA-Seq
medullo-epn-umap@date-based
EPNEPN Tumor0.833
8SRR5088848
melanoma-umap@29
0.832
9BS_68BW2163
brain-umap@2
low-grade glioma0.829
10SRR15069618
head-neck@1
0.817

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
OXIDATIVE_PHOSPHORYLATION0.257Remibrutinib— uncovered
FATTY_ACID_METABOLISM0.161Inavolisib— uncovered
BILE_ACID_METABOLISM0.152Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.143Inavolisib— uncovered
PEROXISOME0.142Idelalisib— uncovered
ADIPOGENESIS0.138Inavolisib— uncovered
MITOTIC_SPINDLE0.108Inavolisib— uncovered
NOTCH_SIGNALING0.068Inavolisib— uncovered
SPERMATOGENESIS0.068Inavolisib— uncovered
PROTEIN_SECRETION0.053Remibrutinib— uncovered
G2M_CHECKPOINT0.008Inavolisib— uncovered
ANDROGEN_RESPONSE0.006Inavolisib— uncovered