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

BS_052PZFMK

high-grade glioma

10fa669e-da50-56b9-8644-befbb185ec24

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
18.548
sex
Male

GSVA pathway preview (0 Hallmark scores)

MeasuredDerivedReference

Top 10 most elevated and top 10 most suppressed Hallmark pathways for this sample.

No GSVA scores available for this sample.

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.

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

#SampleCancer typeSubtypecos similarity
1BS_G23JJAZY
medullo-epn-umap@date-based
EPNSupratentorial EPN0.934
2SRR12202462
bladder-landscape@3
0.930
3MNG1063
mng-umap@100
0.927
4MBCproject_0227_T2_RNA
breast-umap@18
B0.924
5AUR-AFR3-TTM1-A-1-1-R-A743-41
breast-umap@18
C0.919
6MDT-AP-2956
medullo-epn-umap@date-based
MedMedulloblastoma0.918
7BS_MV6ASWV9
brain-umap@2
ATRT0.917
8BS_G23JJAZY
brain-umap@2
Supratentorial Ependymoma0.910
9TCGA-OR-A5LE-01
acc-tcga-pancan-2018@2018
Adrenocortical CarcinomaAdrenocortical Carcinoma, Usual Type0.908
10BS_YBJBSRHV
brain-umap@2
Embryonal tumors0.907

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
E2F_TARGETS0.610Inavolisib— uncovered
G2M_CHECKPOINT0.576Inavolisib— uncovered
MYC_TARGETS_V10.552Inavolisib— uncovered
MYC_TARGETS_V20.466Idelalisib— uncovered
MTORC1_SIGNALING0.465Inavolisib— uncovered
PROTEIN_SECRETION0.366Remibrutinib— uncovered
DNA_REPAIR0.343Idelalisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.300Idelalisib— uncovered
MITOTIC_SPINDLE0.298Inavolisib— uncovered
OXIDATIVE_PHOSPHORYLATION0.272Remibrutinib— uncovered
PEROXISOME0.248Idelalisib— uncovered
FATTY_ACID_METABOLISM0.184Inavolisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.162Inavolisib— uncovered
SPERMATOGENESIS0.137Inavolisib— uncovered
PANCREAS_BETA_CELLS0.112Cobimetinib— uncovered
ANDROGEN_RESPONSE0.103Inavolisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.084Remibrutinib— uncovered
NOTCH_SIGNALING0.066Inavolisib— uncovered
ADIPOGENESIS0.061Inavolisib— uncovered
GLYCOLYSIS0.059Inavolisib— uncovered