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

BS_M1PVEHCM

high-grade glioma

e413dbf3-8364-599d-b758-629511fa48e7

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
19.87516425755585
age_years
16.677
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

  • PANCREAS_BETA_CELLS+0.363
  • KRAS_SIGNALING_DN+0.328
  • SPERMATOGENESIS+0.255
  • HEDGEHOG_SIGNALING+0.237
  • MYOGENESIS+0.146
  • REACTIVE_OXYGEN_SPECIES_PATHWAY+0.146
  • OXIDATIVE_PHOSPHORYLATION+0.112
  • UV_RESPONSE_UP+0.096
  • APICAL_SURFACE+0.084
  • HEME_METABOLISM+0.069

Top 10 suppressed

  • E2F_TARGETS-0.589
  • G2M_CHECKPOINT-0.520
  • MYC_TARGETS_V1-0.479
  • ALLOGRAFT_REJECTION-0.456
  • INTERFERON_GAMMA_RESPONSE-0.455
  • DNA_REPAIR-0.445
  • INTERFERON_ALPHA_RESPONSE-0.439
  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.435
  • IL6_JAK_STAT3_SIGNALING-0.428
  • MYC_TARGETS_V2-0.420

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.

2 twins match this tumor's tissue · 8 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_WCRKYV0T
brain-umap@2
low-grade glioma0.967
2BS_TG93XC55
brain-umap@2
Ganglioglioma0.967
3BS_AJ6X83G5
brain-umap@2
DNET0.961
4SRR1324371
brain-umap@2
GTEX0.944
5MNG1089
mng-umap@100
0.942
6SRR1439873
brain-umap@2
GTEX0.942
7SRR1434526
brain-umap@2
GTEX0.940
8SRR1348159
brain-umap@2
GTEX0.940
9SRR1334564
brain-umap@2
GTEX0.939
10MNG1015
mng-umap@100
0.938

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PANCREAS_BETA_CELLS0.363Cobimetinib— uncovered
KRAS_SIGNALING_DN0.328Remibrutinib— uncovered
SPERMATOGENESIS0.255Inavolisib— uncovered
HEDGEHOG_SIGNALING0.237Inavolisib— uncovered
MYOGENESIS0.146Inavolisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.146Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.112Remibrutinib— uncovered
UV_RESPONSE_UP0.096Idelalisib— uncovered
APICAL_SURFACE0.084Temsirolimus— uncovered
HEME_METABOLISM0.069Temsirolimus— uncovered
ESTROGEN_RESPONSE_EARLY0.024Inavolisib— uncovered