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

BS_H1ZS5FMZ

high-grade glioma

4147fe2a-7957-5c15-8f0f-0c49c138a715

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
82.49014454664915
age_years
9.499
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

  • INTERFERON_ALPHA_RESPONSE+0.658
  • INTERFERON_GAMMA_RESPONSE+0.544
  • E2F_TARGETS+0.497
  • MYC_TARGETS_V2+0.482
  • G2M_CHECKPOINT+0.470
  • ALLOGRAFT_REJECTION+0.406
  • NOTCH_SIGNALING+0.296
  • MYC_TARGETS_V1+0.280
  • INFLAMMATORY_RESPONSE+0.275
  • IL6_JAK_STAT3_SIGNALING+0.249

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.331
  • ANDROGEN_RESPONSE-0.253
  • CHOLESTEROL_HOMEOSTASIS-0.253
  • P53_PATHWAY-0.253
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.253
  • HYPOXIA-0.227
  • BILE_ACID_METABOLISM-0.226
  • HEME_METABOLISM-0.196
  • ADIPOGENESIS-0.193
  • FATTY_ACID_METABOLISM-0.190

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
1C3N-03093
lung-landscapes@6
cohortA10.877
2TCGA-22-5480-01A-01R-1635-07
lung-landscapes@6
cohortSQ10.846
33F932445-1D8F-4128-A8DA-F36EA9F6E745
brain-umap@2
0.835
4TCGA-98-8023-01A-11R-2247-07
lung-landscapes@6
cohortSQ10.834
5C3N-02152
lung-landscapes@6
cohortA10.833
6TCGA-83-5908-01A-21R-2287-07
lung-landscapes@6
cohortA10.832
7SRR934757
brain-umap@2
0.829
86DFB9EF2-4993-4CF1-B0F7-F8A9409DF3B5
brain-umap@2
0.816
9TCGA-S3-AA10-01A-21R-A41B-07
breast-umap@18
E0.813
10BS_K17VQECG
brain-umap@2
high-grade glioma0.812

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
INTERFERON_ALPHA_RESPONSE0.658Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.544Idelalisib— uncovered
E2F_TARGETS0.497Inavolisib— uncovered
MYC_TARGETS_V20.482Idelalisib— uncovered
G2M_CHECKPOINT0.470Inavolisib— uncovered
ALLOGRAFT_REJECTION0.406Idelalisib— uncovered
NOTCH_SIGNALING0.296Inavolisib— uncovered
MYC_TARGETS_V10.280Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.275Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.249Inavolisib— uncovered
MITOTIC_SPINDLE0.208Inavolisib— uncovered
DNA_REPAIR0.201Idelalisib— uncovered
TGF_BETA_SIGNALING0.201Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.173Inavolisib— uncovered
HEDGEHOG_SIGNALING0.161Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.136Idelalisib— uncovered
KRAS_SIGNALING_UP0.112Inavolisib— uncovered
COMPLEMENT0.107Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.103Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.079Inavolisib— uncovered