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

BS_29X4ZX6Q

high-grade glioma

8c0e7da3-1704-5a6a-a132-7cbffb856bb7

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
37.417871222076215
age_years
8.049
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

  • MYC_TARGETS_V2+0.438
  • G2M_CHECKPOINT+0.417
  • E2F_TARGETS+0.391
  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.346
  • MITOTIC_SPINDLE+0.271
  • COAGULATION+0.267
  • WNT_BETA_CATENIN_SIGNALING+0.257
  • MYC_TARGETS_V1+0.255
  • GLYCOLYSIS+0.242
  • ANGIOGENESIS+0.239

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.322
  • IL6_JAK_STAT3_SIGNALING-0.288
  • INTERFERON_GAMMA_RESPONSE-0.279
  • HEME_METABOLISM-0.271
  • INTERFERON_ALPHA_RESPONSE-0.265
  • ALLOGRAFT_REJECTION-0.215
  • P53_PATHWAY-0.215
  • INFLAMMATORY_RESPONSE-0.214
  • APICAL_SURFACE-0.209
  • ADIPOGENESIS-0.172

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
1SRR8518399
breast-umap@18
E0.830
2SRR12202460
bladder-landscape@3
0.829
3ERR2598164
medullo-epn-umap@date-based
fetalfetal0.825
4ERR2598184
medullo-epn-umap@date-based
fetalfetal0.816
5ERR2598180
medullo-epn-umap@date-based
fetalfetal0.814
65572a203-73b9-4a85-b47d-af228abca5b1
melanoma-umap@29
0.806
7ERR2598166
medullo-epn-umap@date-based
fetalfetal0.795
820110025.TNBC
breast-umap@18
E0.782
9SRR650136
bladder-landscape@3
0.782
10BS_TZ5D0A7R
brain-umap@2
Supratentorial Ependymoma0.780

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V20.438Idelalisib— uncovered
G2M_CHECKPOINT0.417Inavolisib— uncovered
E2F_TARGETS0.391Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.346Inavolisib— uncovered
MITOTIC_SPINDLE0.271Inavolisib— uncovered
COAGULATION0.267Binimetinib— uncovered
WNT_BETA_CATENIN_SIGNALING0.257Inavolisib— uncovered
MYC_TARGETS_V10.255Inavolisib— uncovered
GLYCOLYSIS0.242Inavolisib— uncovered
ANGIOGENESIS0.239Remibrutinib— uncovered
TGF_BETA_SIGNALING0.225Inavolisib— uncovered
APICAL_JUNCTION0.214Inavolisib— uncovered
MTORC1_SIGNALING0.196Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.142Idelalisib— uncovered
HYPOXIA0.112Idelalisib— uncovered
NOTCH_SIGNALING0.090Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.050Remibrutinib— uncovered
DNA_REPAIR0.050Idelalisib— uncovered
ANDROGEN_RESPONSE0.039Inavolisib— uncovered
PROTEIN_SECRETION0.038Remibrutinib— uncovered