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

BS_C41DJZ1F

high-grade glioma

bc8930df-8fcf-5d1f-b923-47394689226c

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
17.57555847568988
age_years
13.37
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

  • EPITHELIAL_MESENCHYMAL_TRANSITION+0.496
  • ANGIOGENESIS+0.426
  • G2M_CHECKPOINT+0.387
  • E2F_TARGETS+0.325
  • WNT_BETA_CATENIN_SIGNALING+0.200
  • KRAS_SIGNALING_UP+0.199
  • COAGULATION+0.178
  • MITOTIC_SPINDLE+0.174
  • ALLOGRAFT_REJECTION+0.167
  • HEDGEHOG_SIGNALING+0.132

Top 10 suppressed

  • OXIDATIVE_PHOSPHORYLATION-0.622
  • ADIPOGENESIS-0.447
  • PROTEIN_SECRETION-0.437
  • REACTIVE_OXYGEN_SPECIES_PATHWAY-0.433
  • FATTY_ACID_METABOLISM-0.416
  • PEROXISOME-0.412
  • HEME_METABOLISM-0.407
  • INTERFERON_ALPHA_RESPONSE-0.387
  • MTORC1_SIGNALING-0.369
  • BILE_ACID_METABOLISM-0.343

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.

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

#SampleCancer typeSubtypecos similarity
1824433bf-151c-46ea-9ea7-f53813f66a97
melanoma-umap@29
0.829
29604472c-4956-4170-8ba7-419f3e8d7418
melanoma-umap@29
0.821
3MNG788
mng-umap@100
0.815
4SRR8943029
bladder-landscape@3
0.804
5BS_44A3ES23
medullo-epn-umap@date-based
MedMedulloblastoma0.801
6MNG1001
mng-umap@100
0.792
7BS_XG0DBWVT
brain-umap@2
high-grade glioma0.790
8DRR168520
bladder-landscape@3
0.779
9s_150203_3a
medullo-epn-umap@date-based
EPNSupratentorial EPN0.779
10SRR2777217
melanoma-umap@29
0.778

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
EPITHELIAL_MESENCHYMAL_TRANSITION0.496Inavolisib— uncovered
ANGIOGENESIS0.426Remibrutinib— uncovered
G2M_CHECKPOINT0.387Inavolisib— uncovered
E2F_TARGETS0.325Inavolisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.200Inavolisib— uncovered
KRAS_SIGNALING_UP0.199Inavolisib— uncovered
COAGULATION0.178Binimetinib— uncovered
MITOTIC_SPINDLE0.174Inavolisib— uncovered
ALLOGRAFT_REJECTION0.167Idelalisib— uncovered
HEDGEHOG_SIGNALING0.132Inavolisib— uncovered
TGF_BETA_SIGNALING0.128Inavolisib— uncovered
IL6_JAK_STAT3_SIGNALING0.114Inavolisib— uncovered
INFLAMMATORY_RESPONSE0.105Idelalisib— uncovered
APICAL_JUNCTION0.097Inavolisib— uncovered
MYC_TARGETS_V20.093Idelalisib— uncovered
APICAL_SURFACE0.087Temsirolimus— uncovered
PANCREAS_BETA_CELLS0.077Cobimetinib— uncovered
NOTCH_SIGNALING0.068Inavolisib— uncovered
MYOGENESIS0.063Inavolisib— uncovered
KRAS_SIGNALING_DN0.025Remibrutinib— uncovered