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

BS_9XVACXP0

high-grade glioma

8108781b-8a69-5cf0-845d-0ea8d2cb5b8d

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
0.192
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

  • MYC_TARGETS_V1+0.507
  • G2M_CHECKPOINT+0.477
  • MYC_TARGETS_V2+0.474
  • CHOLESTEROL_HOMEOSTASIS+0.443
  • E2F_TARGETS+0.412
  • UNFOLDED_PROTEIN_RESPONSE+0.409
  • MTORC1_SIGNALING+0.390
  • TGF_BETA_SIGNALING+0.349
  • MITOTIC_SPINDLE+0.332
  • DNA_REPAIR+0.278

Top 10 suppressed

  • BILE_ACID_METABOLISM-0.301
  • MYOGENESIS-0.239
  • INTERFERON_GAMMA_RESPONSE-0.233
  • KRAS_SIGNALING_DN-0.226
  • INTERFERON_ALPHA_RESPONSE-0.207
  • ALLOGRAFT_REJECTION-0.158
  • ADIPOGENESIS-0.142
  • PEROXISOME-0.120
  • COMPLEMENT-0.107
  • HEDGEHOG_SIGNALING-0.106

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.

9 twins match this tumor's tissue · 1 come from a different tissue of origin

#SampleCancer typeSubtypecos similarity
19970B75F-7AC6-431B-BDBB-120D01582CBE
brain-umap@2
0.860
2TCGA-85-8351-01A-11R-2296-07
lung-landscapes@6
cohortSQ10.854
350DE1FDE-B85E-4677-B0F8-08275DA41A6E
brain-umap@2
0.848
4ERR2598051
medullo-epn-umap@date-based
fetalfetal0.844
55ca9ac39-e175-4890-ba6e-9ff4709d3f37
colon-landscapes@1
0.839
6TCGA-66-2753-01A-01R-0980-07
lung-landscapes@6
cohortSQ10.836
7A3153235-3128-40AC-9371-AFA1F61E3E59
brain-umap@2
0.834
8TCGA-H7-8502-01A-11R-2403-07
head-neck@1
0.833
9SRR934935
brain-umap@2
0.833
10SRR4195653
colon-landscapes@1
0.831

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

Pathway (elevated)tumor scoreBest drugreversal magnitude
MYC_TARGETS_V10.507Inavolisib— uncovered
G2M_CHECKPOINT0.477Inavolisib— uncovered
MYC_TARGETS_V20.474Idelalisib— uncovered
CHOLESTEROL_HOMEOSTASIS0.443Remibrutinib— uncovered
E2F_TARGETS0.412Inavolisib— uncovered
UNFOLDED_PROTEIN_RESPONSE0.409Idelalisib— uncovered
MTORC1_SIGNALING0.390Inavolisib— uncovered
TGF_BETA_SIGNALING0.349Inavolisib— uncovered
MITOTIC_SPINDLE0.332Inavolisib— uncovered
DNA_REPAIR0.278Idelalisib— uncovered
TNFA_SIGNALING_VIA_NFKB0.252Inavolisib— uncovered
ANGIOGENESIS0.237Remibrutinib— uncovered
GLYCOLYSIS0.212Inavolisib— uncovered
ANDROGEN_RESPONSE0.156Inavolisib— uncovered
HYPOXIA0.146Idelalisib— uncovered
PI3K_AKT_MTOR_SIGNALING0.137Inavolisib— uncovered
EPITHELIAL_MESENCHYMAL_TRANSITION0.136Inavolisib— uncovered
COAGULATION0.124Binimetinib— uncovered
IL6_JAK_STAT3_SIGNALING0.124Inavolisib— uncovered
P53_PATHWAY0.117Idelalisib— uncovered