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

BS_X23724NJ

high-grade glioma

db31634d-d7de-5609-a1ec-7802f3046f4a

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
age_years
8.808
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

  • HYPOXIA+0.513
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.499
  • TNFA_SIGNALING_VIA_NFKB+0.498
  • MYC_TARGETS_V2+0.474
  • IL6_JAK_STAT3_SIGNALING+0.455
  • INFLAMMATORY_RESPONSE+0.455
  • INTERFERON_ALPHA_RESPONSE+0.451
  • COAGULATION+0.445
  • ANGIOGENESIS+0.422
  • GLYCOLYSIS+0.410

Top 10 suppressed

  • PROTEIN_SECRETION-0.166
  • MITOTIC_SPINDLE-0.153
  • WNT_BETA_CATENIN_SIGNALING-0.133
  • FATTY_ACID_METABOLISM-0.131
  • BILE_ACID_METABOLISM-0.124
  • UV_RESPONSE_DN-0.113
  • OXIDATIVE_PHOSPHORYLATION-0.083
  • SPERMATOGENESIS-0.081
  • HEME_METABOLISM-0.079
  • ANDROGEN_RESPONSE-0.012

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.

5 twins match this tumor's tissue · 5 come from a different tissue of origin ← cross-tissue dominant

#SampleCancer typeSubtypecos similarity
1BS_QWTE1CWR
brain-umap@2
high-grade glioma0.909
2BS_31TF0P1N
brain-umap@2
ATRT0.905
3BS_P0QF87WC
brain-umap@2
high-grade glioma0.898
4BS_4T0HPZDC
brain-umap@2
Posterior Fossa Ependymoma0.890
5TCGA-FD-A5C1-01A-11R-A28M-07
bladder-landscape@3
0.886
6TCGA-FD-A6TD-01A-51R-A33J-07
bladder-landscape@3
0.886
7BS_M85CXHDV
brain-umap@2
high-grade glioma0.884
8MDT-AP-1245
medullo-epn-umap@date-based
MedMedulloblastoma0.879
9BS_4T0HPZDC
medullo-epn-umap@date-based
EPNPosterior Fossa EPN0.872
10BS_KXMYBQ6N
medullo-epn-umap@date-based
EPNEPN Tumor0.871

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
HYPOXIA0.513Idelalisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.499Inavolisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.498Inavolisib— uncovered
MYC_TARGETS_V20.474Idelalisib— uncovered
IL6_JAK_STAT3_SIGNALING0.455Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.455Idelalisib— uncovered
INTERFERON_ALPHA_RESPONSE0.451Inavolisib— uncovered
COAGULATION0.445Binimetinib— uncovered
ANGIOGENESIS0.422Remibrutinib— uncovered
GLYCOLYSIS0.410Inavolisib— uncovered
INTERFERON_GAMMA_RESPONSE0.396Idelalisib— uncovered
REACTIVE_OXYGEN_SPECIES_PATHWAY0.339Inavolisib— uncovered
COMPLEMENT0.320Inavolisib— uncovered
ALLOGRAFT_REJECTION0.318Idelalisib— uncovered
KRAS_SIGNALING_UP0.305Inavolisib— uncovered
APOPTOSIS0.300Idelalisib— uncovered
ESTROGEN_RESPONSE_EARLY0.293Inavolisib— uncovered
IL2_STAT5_SIGNALING0.293Idelalisib— uncovered
NOTCH_SIGNALING0.266Inavolisib— uncovered
UV_RESPONSE_UP0.250Idelalisib— uncovered