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

BS_GR46VD0Q

low-grade glioma

bca1fceb-1e65-562f-9184-436b5be344a2

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
249.96714848883047
age_years
4.304
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

  • WNT_BETA_CATENIN_SIGNALING+0.359
  • DNA_REPAIR+0.186
  • PANCREAS_BETA_CELLS+0.105
  • KRAS_SIGNALING_DN+0.063
  • BILE_ACID_METABOLISM+0.057
  • UV_RESPONSE_DN+0.054
  • SPERMATOGENESIS+0.011
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.006
  • XENOBIOTIC_METABOLISM-0.013
  • COAGULATION-0.028

Top 10 suppressed

  • MTORC1_SIGNALING-0.442
  • OXIDATIVE_PHOSPHORYLATION-0.410
  • CHOLESTEROL_HOMEOSTASIS-0.384
  • E2F_TARGETS-0.374
  • G2M_CHECKPOINT-0.367
  • ANDROGEN_RESPONSE-0.360
  • TNFA_SIGNALING_VIA_NFKB-0.329
  • INFLAMMATORY_RESPONSE-0.318
  • HYPOXIA-0.317
  • PROTEIN_SECRETION-0.286

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1SRR1516050
bladder-landscape@3
0.872
2TCGA-OL-A5DA-01A-11R-A27Q-07
breast-umap@18
B0.867
3MDT-AP-1160
medullo-epn-umap@date-based
MedMedulloblastoma0.865
4ea635e80-1225-4f52-a6cf-8f4c20201240
colon-landscapes@1
0.858
5d2995480-5ae0-42e1-9a21-25e1435201ee
colon-landscapes@1
0.854
6MBCProject_0814_T1_RNA
breast-umap@18
A0.852
7MBCProject_0719_T1_RNA
breast-umap@18
A0.851
8MBCProject_3946_T4_RNA
breast-umap@18
A0.847
9s0102877
melanoma-umap@29
0.843
10718c4754-af81-496f-878d-83222a2581b8
melanoma-umap@29
0.843

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
WNT_BETA_CATENIN_SIGNALING0.359Inavolisib— uncovered
DNA_REPAIR0.186Idelalisib— uncovered
PANCREAS_BETA_CELLS0.105Cobimetinib— uncovered
KRAS_SIGNALING_DN0.063Remibrutinib— uncovered
BILE_ACID_METABOLISM0.057Inavolisib— uncovered
UV_RESPONSE_DN0.054Inavolisib— uncovered
SPERMATOGENESIS0.011Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.006Inavolisib— uncovered