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

BS_TJTEF70D

high-grade glioma

d25aa76c-e3b6-5cd1-8ce2-278ebc17cda3

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
41.06438896189225
age_years
2.685
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

  • PROTEIN_SECRETION+0.441
  • UNFOLDED_PROTEIN_RESPONSE+0.380
  • MYC_TARGETS_V1+0.378
  • E2F_TARGETS+0.336
  • NOTCH_SIGNALING+0.307
  • OXIDATIVE_PHOSPHORYLATION+0.291
  • DNA_REPAIR+0.290
  • G2M_CHECKPOINT+0.266
  • HEME_METABOLISM+0.232
  • MTORC1_SIGNALING+0.230

Top 10 suppressed

  • EPITHELIAL_MESENCHYMAL_TRANSITION-0.299
  • IL6_JAK_STAT3_SIGNALING-0.290
  • ALLOGRAFT_REJECTION-0.268
  • TNFA_SIGNALING_VIA_NFKB-0.262
  • APICAL_JUNCTION-0.258
  • INFLAMMATORY_RESPONSE-0.254
  • COAGULATION-0.251
  • HYPOXIA-0.237
  • CHOLESTEROL_HOMEOSTASIS-0.236
  • APICAL_SURFACE-0.217

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.

6 twins match this tumor's tissue · 4 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
1E3E4E7DA-AD14-44BA-B3BE-02652B3CEE18
brain-umap@2
0.858
2BS_FTKPQ5FZ
brain-umap@2
Supratentorial Ependymoma0.855
3BS_7G42J2SK
brain-umap@2
Supratentorial Ependymoma0.853
4BS_QXKRN6CR
medullo-epn-umap@date-based
EPNSupratentorial EPN0.848
54D9EF242-9F58-4681-ADCF-556E05932931
brain-umap@2
0.845
66EE50ED0-9F0E-4393-B165-257D5C03F221
brain-umap@2
0.843
7E79FE058-F03E-45F3-A939-356B0427E1B7
brain-umap@2
0.840
8SRR934724
brain-umap@2
0.835
9BS_G63HYD6N
brain-umap@2
Supratentorial Ependymoma0.834
10TCGA-A8-A07S-01A-11R-A034-07
breast-umap@18
B0.834

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
PROTEIN_SECRETION0.441Remibrutinib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.380Idelalisib— uncovered
MYC_TARGETS_V10.378Inavolisib— uncovered
E2F_TARGETS0.336Inavolisib— uncovered
NOTCH_SIGNALING0.307Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.291Remibrutinib— uncovered
DNA_REPAIR0.290Idelalisib— uncovered
G2M_CHECKPOINT0.266Inavolisib— uncovered
HEME_METABOLISM0.232Temsirolimus— uncovered
MTORC1_SIGNALING0.230Inavolisib— uncovered
MYC_TARGETS_V20.190Idelalisib— uncovered
PANCREAS_BETA_CELLS0.182Cobimetinib— uncovered
PI3K_AKT_MTOR_SIGNALING0.177Inavolisib— uncovered
TGF_BETA_SIGNALING0.160Inavolisib— uncovered
INTERFERON_ALPHA_RESPONSE0.140Inavolisib— uncovered
ADIPOGENESIS0.133Inavolisib— uncovered
UV_RESPONSE_UP0.118Idelalisib— uncovered
WNT_BETA_CATENIN_SIGNALING0.117Inavolisib— uncovered
ANDROGEN_RESPONSE0.114Inavolisib— uncovered
MITOTIC_SPINDLE0.103Inavolisib— uncovered