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

BS_YEW22W35

high-grade glioma

9ccb7f13-6b63-5c61-88c3-b87e6f02e2b4

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
14.388961892247043
age_years
14.844
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+0.649
  • G2M_CHECKPOINT+0.544
  • SPERMATOGENESIS+0.330
  • MYC_TARGETS_V2+0.309
  • MYC_TARGETS_V1+0.250
  • MITOTIC_SPINDLE+0.193
  • INTERFERON_ALPHA_RESPONSE+0.114
  • DNA_REPAIR+0.073
  • FATTY_ACID_METABOLISM+0.066
  • KRAS_SIGNALING_DN+0.026

Top 10 suppressed

  • TGF_BETA_SIGNALING-0.437
  • ALLOGRAFT_REJECTION-0.413
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.411
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.378
  • TNFA_SIGNALING_VIA_NFKB-0.351
  • MYOGENESIS-0.329
  • INFLAMMATORY_RESPONSE-0.327
  • IL6_JAK_STAT3_SIGNALING-0.319
  • PROTEIN_SECRETION-0.314
  • IL2_STAT5_SIGNALING-0.309

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
1SRR23303756
bladder-landscape@3
0.896
2SRR12202476
bladder-landscape@3
0.887
3C3N-02728
lung-landscapes@6
cohortMD10.873
4TCGA-85-A510-01A-11R-A26W-07
lung-landscapes@6
cohortA30.870
5C3N-02155
lung-landscapes@6
cohortA30.868
6SRR8526719
lung-landscapes@6
cohortMD10.864
7SRR650202
bladder-landscape@3
0.863
8SRR5088911
melanoma-umap@29
0.858
9TCGA-HN-A2NL-01A-11R-A18M-07
breast-umap@18
E0.858
10085e4228-8ed7-44d7-9ab5-8a096434b650
colon-landscapes@1
0.858

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.649Inavolisib— uncovered
G2M_CHECKPOINT0.544Inavolisib— uncovered
SPERMATOGENESIS0.330Inavolisib— uncovered
MYC_TARGETS_V20.309Idelalisib— uncovered
MYC_TARGETS_V10.250Inavolisib— uncovered
MITOTIC_SPINDLE0.193Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.114Inavolisib— uncovered
DNA_REPAIR0.073Idelalisib— uncovered
FATTY_ACID_METABOLISM0.066Inavolisib— uncovered
KRAS_SIGNALING_DN0.026Remibrutinib— uncovered