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

BS_C7N3J4NW

high-grade glioma

d4926b1d-69cc-54f5-b4fc-7b46ae234390

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
163.00919842312746
age_years
15.521
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

  • KRAS_SIGNALING_DN+0.478
  • PANCREAS_BETA_CELLS+0.364
  • MYOGENESIS+0.304
  • SPERMATOGENESIS+0.263
  • HEDGEHOG_SIGNALING+0.242
  • APICAL_SURFACE+0.229
  • ESTROGEN_RESPONSE_LATE+0.115
  • ESTROGEN_RESPONSE_EARLY+0.112
  • APICAL_JUNCTION+0.090
  • BILE_ACID_METABOLISM+0.042

Top 10 suppressed

  • MYC_TARGETS_V1-0.671
  • E2F_TARGETS-0.614
  • MYC_TARGETS_V2-0.579
  • G2M_CHECKPOINT-0.573
  • UNFOLDED_PROTEIN_RESPONSE-0.560
  • INTERFERON_ALPHA_RESPONSE-0.547
  • DNA_REPAIR-0.538
  • PROTEIN_SECRETION-0.531
  • MTORC1_SIGNALING-0.474
  • INTERFERON_GAMMA_RESPONSE-0.459

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.

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

#SampleCancer typeSubtypecos similarity
1BS_KPT2WPHW
brain-umap@2
Ganglioglioma0.984
2BS_3T6X4BPC
brain-umap@2
DNET0.978
3BS_SM8VQFPD
brain-umap@2
DNET0.974
4BS_6MY8W3H0
brain-umap@2
DNET0.973
5BS_CQSAJ7BF
brain-umap@2
DNET0.968
6BS_K5802F84
brain-umap@2
pilocytic astrocytoma0.965
7BS_QV51J756
brain-umap@2
Ganglioglioma0.965
8BS_MF47B9ZW
brain-umap@2
Ganglioglioma0.964
9SRR1418127
brain-umap@2
GTEX0.962
10SRR1388378
brain-umap@2
GTEX0.962

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
KRAS_SIGNALING_DN0.478Remibrutinib— uncovered
PANCREAS_BETA_CELLS0.364Cobimetinib— uncovered
MYOGENESIS0.304Inavolisib— uncovered
SPERMATOGENESIS0.263Inavolisib— uncovered
HEDGEHOG_SIGNALING0.242Inavolisib— uncovered
APICAL_SURFACE0.229Temsirolimus— uncovered
ESTROGEN_RESPONSE_LATE0.115Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.112Inavolisib— uncovered
APICAL_JUNCTION0.090Inavolisib— uncovered
BILE_ACID_METABOLISM0.042Inavolisib— uncovered
KRAS_SIGNALING_UP0.024Inavolisib— uncovered