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

BS_84XCR9GG

high-grade glioma

769097ad-f324-570f-9f73-a80214ee7711

Score in workbench →

Clinical attributes

From the source cohort, normalized into canonical keys plus the project's native columns.

cancer_type
high-grade glioma
cancer_type_detailed
subtype
cancer_type
high-grade glioma
overall_survival_months
24.605781865965834
age_years
6.501
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

  • E2F_TARGETS+0.621
  • G2M_CHECKPOINT+0.583
  • MYC_TARGETS_V2+0.507
  • MYC_TARGETS_V1+0.489
  • MTORC1_SIGNALING+0.429
  • ANGIOGENESIS+0.381
  • TNFA_SIGNALING_VIA_NFKB+0.357
  • UNFOLDED_PROTEIN_RESPONSE+0.352
  • INFLAMMATORY_RESPONSE+0.273
  • TGF_BETA_SIGNALING+0.218

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.320
  • MYOGENESIS-0.279
  • XENOBIOTIC_METABOLISM-0.247
  • ADIPOGENESIS-0.215
  • OXIDATIVE_PHOSPHORYLATION-0.214
  • ESTROGEN_RESPONSE_EARLY-0.195
  • HEDGEHOG_SIGNALING-0.178
  • HEME_METABOLISM-0.176
  • PEROXISOME-0.168
  • FATTY_ACID_METABOLISM-0.155

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.

10 twins match this tumor's tissue · 0 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1TCGA-D8-A1XK-01A-21R-A14M-07
breast-umap@18
E0.858
2SRR934852
brain-umap@2
0.845
3TCGA-BH-A18V-01A-11R-A12D-07
breast-umap@18
E0.838
4E1B8B320-25EE-4B2C-B705-AB50C3EF5E29
brain-umap@2
0.836
5ERR2208969
melanoma-umap@29
0.834
64d36189e-fe88-4cfb-970b-a51b8e9e0783
melanoma-umap@29
0.833
7SRR8943028
bladder-landscape@3
0.833
8SRR934813
brain-umap@2
0.831
98ACC0F29-A39E-4C1C-A04C-ED6E5FA80C24
brain-umap@2
0.821
10SAMN03290909
melanoma-umap@29
0.818

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.621Inavolisib— uncovered
G2M_CHECKPOINT0.583Inavolisib— uncovered
MYC_TARGETS_V20.507Idelalisib— uncovered
MYC_TARGETS_V10.489Inavolisib— uncovered
MTORC1_SIGNALING0.429Inavolisib— uncovered
ANGIOGENESIS0.381Remibrutinib— uncovered
TNFA_SIGNALING_VIA_NFKB0.357Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.352Idelalisib— uncovered
INFLAMMATORY_RESPONSE0.273Idelalisib— uncovered
TGF_BETA_SIGNALING0.218Inavolisib— uncovered
ALLOGRAFT_REJECTION0.212Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.201Inavolisib— uncovered
DNA_REPAIR0.197Idelalisib— uncovered
GLYCOLYSIS0.197Inavolisib— uncovered
HYPOXIA0.197Idelalisib— uncovered
MITOTIC_SPINDLE0.188Inavolisib— uncovered
PANCREAS_BETA_CELLS0.174Cobimetinib— uncovered
NOTCH_SIGNALING0.172Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.161Remibrutinib— uncovered
ANDROGEN_RESPONSE0.156Inavolisib— uncovered